Results for two alternative actions using the QASM simulator, the Tenerife device (ibmqx4) and the Melbourne device (ibmq_16_melbourne); in each case, 8192 shots were used, with \n
\r\n\tWith the discovery of more unconventional heavier crude and alternative hydrocarbon sources, primary upgrading or cracking of the oil into lighter liquid fuel is critical. With increasing concern for environmental sustainability, the regulations on fuel specifications are becoming more stringent. Processing and treating crude oil into a cleaner oil with better quality is equally important. Hence, there has been a relentless and continuous effort to develop new crude upgrading and treating technologies, such as various catalytic systems for more economical and better system performance, as well as cleaner and higher-quality oil.
\r\n\r\n\tThis edited book aims to provide the reader with an overview of the state-of-the-art technologies of crude oil downstream processing which include the primary and secondary upgrading or treating processes covering desulfurization, denitrogenation, demetallation, and evidence-based developments in this area.
",isbn:"978-1-80356-681-8",printIsbn:"978-1-80356-680-1",pdfIsbn:"978-1-80356-682-5",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!1,isSalesforceBook:!1,isNomenclature:!1,hash:"808b0ddfb3b92e0636ae44a83ef7dbd9",bookSignature:"Dr. Ching Thian Tye",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11542.jpg",keywords:"Crude Oil Properties, Hydrocracking, Catalytic Cracking, Coking, Visbreaking, Thermal Cracking, Hydroprocessing, Hydrodesulfurization, Desulfurization, Denitrogenation, Demetallation, Dearomatization",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"March 22nd 2022",dateEndSecondStepPublish:"April 19th 2022",dateEndThirdStepPublish:"June 18th 2022",dateEndFourthStepPublish:"September 6th 2022",dateEndFifthStepPublish:"November 5th 2022",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"2 months",secondStepPassed:!0,areRegistrationsClosed:!0,currentStepOfPublishingProcess:4,editedByType:null,kuFlag:!1,biosketch:"Associate professor at the School of Chemical Engineering in Universiti Sains Malaysia and dedicated researcher in fuel-related catalytic process and chemical reaction engineering. Dr. Tye serves on a review panel for international and national refereed journals, scientific proceedings as well as international grants.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"304947",title:"Dr.",name:"Ching Thian",middleName:null,surname:"Tye",slug:"ching-thian-tye",fullName:"Ching Thian Tye",profilePictureURL:"https://mts.intechopen.com/storage/users/304947/images/system/304947.jpg",biography:"Dr. Tye is an associate professor at the School of Chemical Engineering in Universiti Sains Malaysia. She received her doctoral degree at The University of British Columbia, Canada. She is working in the area of chemical reaction engineering and catalysis. She has been involved in projects to improve catalysis activities, system efficiency, as well as products quality via different upgrading and treating paths that are related to petroleum and unconventional oil such as heavy oil, used motor oil, spent tire pyrolysis oils as well as renewable resources like palm oil. She serves as a review panel for international & national refereed journals, scientific proceedings as well as international grants.",institutionString:"Universiti Sains Malaysia",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"Universiti Sains Malaysia",institutionURL:null,country:{name:"Malaysia"}}}],coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"11",title:"Engineering",slug:"engineering"}],chapters:null,productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:{id:"453623",firstName:"Silvia",lastName:"Sabo",middleName:null,title:"Mrs.",imageUrl:"https://mts.intechopen.com/storage/users/453623/images/20396_n.jpg",email:"silvia@intechopen.com",biography:null}},relatedBooks:[{type:"book",id:"10198",title:"Response Surface Methodology in Engineering Science",subtitle:null,isOpenForSubmission:!1,hash:"1942bec30d40572f519327ca7a6d7aae",slug:"response-surface-methodology-in-engineering-science",bookSignature:"Palanikumar Kayaroganam",coverURL:"https://cdn.intechopen.com/books/images_new/10198.jpg",editedByType:"Edited by",editors:[{id:"321730",title:"Prof.",name:"Palanikumar",surname:"Kayaroganam",slug:"palanikumar-kayaroganam",fullName:"Palanikumar Kayaroganam"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1591",title:"Infrared Spectroscopy",subtitle:"Materials Science, Engineering and Technology",isOpenForSubmission:!1,hash:"99b4b7b71a8caeb693ed762b40b017f4",slug:"infrared-spectroscopy-materials-science-engineering-and-technology",bookSignature:"Theophile Theophanides",coverURL:"https://cdn.intechopen.com/books/images_new/1591.jpg",editedByType:"Edited by",editors:[{id:"37194",title:"Dr.",name:"Theophile",surname:"Theophanides",slug:"theophile-theophanides",fullName:"Theophile Theophanides"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3161",title:"Frontiers in Guided Wave Optics and Optoelectronics",subtitle:null,isOpenForSubmission:!1,hash:"deb44e9c99f82bbce1083abea743146c",slug:"frontiers-in-guided-wave-optics-and-optoelectronics",bookSignature:"Bishnu Pal",coverURL:"https://cdn.intechopen.com/books/images_new/3161.jpg",editedByType:"Edited by",editors:[{id:"4782",title:"Prof.",name:"Bishnu",surname:"Pal",slug:"bishnu-pal",fullName:"Bishnu Pal"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3092",title:"Anopheles mosquitoes",subtitle:"New insights into malaria vectors",isOpenForSubmission:!1,hash:"c9e622485316d5e296288bf24d2b0d64",slug:"anopheles-mosquitoes-new-insights-into-malaria-vectors",bookSignature:"Sylvie Manguin",coverURL:"https://cdn.intechopen.com/books/images_new/3092.jpg",editedByType:"Edited by",editors:[{id:"50017",title:"Prof.",name:"Sylvie",surname:"Manguin",slug:"sylvie-manguin",fullName:"Sylvie Manguin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"371",title:"Abiotic Stress in Plants",subtitle:"Mechanisms and Adaptations",isOpenForSubmission:!1,hash:"588466f487e307619849d72389178a74",slug:"abiotic-stress-in-plants-mechanisms-and-adaptations",bookSignature:"Arun Shanker and B. Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"72",title:"Ionic Liquids",subtitle:"Theory, Properties, New Approaches",isOpenForSubmission:!1,hash:"d94ffa3cfa10505e3b1d676d46fcd3f5",slug:"ionic-liquids-theory-properties-new-approaches",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/72.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"314",title:"Regenerative Medicine and Tissue Engineering",subtitle:"Cells and Biomaterials",isOpenForSubmission:!1,hash:"bb67e80e480c86bb8315458012d65686",slug:"regenerative-medicine-and-tissue-engineering-cells-and-biomaterials",bookSignature:"Daniel Eberli",coverURL:"https://cdn.intechopen.com/books/images_new/314.jpg",editedByType:"Edited by",editors:[{id:"6495",title:"Dr.",name:"Daniel",surname:"Eberli",slug:"daniel-eberli",fullName:"Daniel Eberli"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"57",title:"Physics and Applications of Graphene",subtitle:"Experiments",isOpenForSubmission:!1,hash:"0e6622a71cf4f02f45bfdd5691e1189a",slug:"physics-and-applications-of-graphene-experiments",bookSignature:"Sergey Mikhailov",coverURL:"https://cdn.intechopen.com/books/images_new/57.jpg",editedByType:"Edited by",editors:[{id:"16042",title:"Dr.",name:"Sergey",surname:"Mikhailov",slug:"sergey-mikhailov",fullName:"Sergey Mikhailov"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1373",title:"Ionic Liquids",subtitle:"Applications and Perspectives",isOpenForSubmission:!1,hash:"5e9ae5ae9167cde4b344e499a792c41c",slug:"ionic-liquids-applications-and-perspectives",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/1373.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"2270",title:"Fourier Transform",subtitle:"Materials Analysis",isOpenForSubmission:!1,hash:"5e094b066da527193e878e160b4772af",slug:"fourier-transform-materials-analysis",bookSignature:"Salih Mohammed Salih",coverURL:"https://cdn.intechopen.com/books/images_new/2270.jpg",editedByType:"Edited by",editors:[{id:"111691",title:"Dr.Ing.",name:"Salih",surname:"Salih",slug:"salih-salih",fullName:"Salih Salih"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"65463",title:"Quantum Neural Machine Learning: Theory and Experiments",doi:"10.5772/intechopen.84149",slug:"quantum-neural-machine-learning-theory-and-experiments",body:'\nResearch on quantum neural machine learning has, until recently, mostly been a theoretical effort, anticipating a future where quantum computers would become available and sufficiently advanced to support quantum neural machine learning [1, 2, 3, 4, 5]. However, we now have quantum computers that are capable of implementing quantum artificial neural networks (QUANNs) experimentally, and one is able to access these computers via cloud. This brings QUANNs from the purely theoretical realm to the experimental realm, setting up the new stage for the expansion of quantum connectionism. In the current chapter, we address this issue, by implementing different QUANNs on IBM’s quantum computers using the IBM Q Experience cloud-based access.
\nThe chapter is divided into three sections. In Section 2, we address the basic properties of quantum neural computation, the connection with the quantum circuit computation model, and how different interpretations of quantum mechanics may address the basic computational dynamics involved.
\nIn Section 3, we discuss how the IBM quantum computers can be considered QUANNs, illustrating with an example of a QUANN applied to the problem of the XOR Boolean function computation, implemented experimentally on two of IBM’s devices (Section 3.1); afterward (Section 3.2), we turn to the experimental implementation of quantum robotics and quantum decision with a more complex form of quantum neural computation in the form of a variant of quantum neural reinforcement learning (QNRL), applied to a problem of decision under risk, where the agent must learn the optimal action that leads to the highest expected reward in a classical gamble.
\nThe problem is first addressed in terms of the fundamental equations which employ quantum adaptive computation, namely quantum adaptive gates; then, we implement it experimentally on IBM’s quantum computers and, afterward, we address the main Python code that was used to run the algorithm on these computers, thus, introducing quantum object-oriented programming (QOOP) and reflecting on its relevance for research on quantum artificial intelligence.
\nWhile, in Section 3.1, the main goal is to illustrate the implementation of QUANNs in a case where QUANNs exhibit a greater efficiency over classical ANNs, in Section 3.2, our main goal is not to address the speed-up of quantum algorithms over classical ones or even the greater efficiency of quantum algorithms over classical ones, but rather to provide for a reflection on the first steps for a possible future where quantum computation is incorporated in different (classical) robotic systems by way of the internet of things and cloud-based access to quantum devices, and the role that quantum adaptive computation may play in such a future.
\nIn particular, in Section 3.2, we illustrate how a QUANN can become adaptive with respect to a problem that is given to it, in this case, a decision problem under risk, therefore, allowing us to address how QOOP can be employed to simulate an artificial agent, with a QUANN as its cognitive architecture, that must make a decision when presented a problem of classical decision under risk; therefore, our main goal in Section 3.2, from a computer science standpoint, is to address how a quantum artificially intelligent system decides when faced with a classical decision under risk problem, using QUANNs and QOOP.
\nIn Section 4, we conclude with a chapter review and a reflection on future directions for cloud-based quantum-enabled technologies and QOOP.
\nIn order to address quantum neural computation, we need to first introduce some notation, which is commonly used in quantum computation, namely, we use the standard Dirac’s
with the corresponding
The unit operator on the two-dimensional Hilbert space, spanned by the basis \n
The Walsh-Hadamard transform unitary operator is, in turn, given by:
We also use the usual notation for the ket vectors \n
Besides the above notation, we denote the binary alphabet by \n
Using this notation, we are now ready to address some basic general properties of quantum neural computation.
\nThe basic computational unit of a QUANN is a neuron with a two-level firing dynamics that can be described by the neural firing operator [5, 6]:
where \n
The eigenvectors for this operator are given by:
Therefore, the eigenvector \n
Therefore, the eigenvector \n
For a neural network with
and any pair of neural firing operators commute; that is, for \n
which leads to the eigenvalue spectrum for the neural network:
The general computational dynamics of a
Formally, then, an
The sequence is read from right to left and such that \n
Formally, given a general initial density operator, representing the initial neural field dynamics of the QUANN, expressed as follows:
the quantum computation can be addressed in terms of the propagation:
The firing patterns, in Eq. (15), \n
For the cases where there is a mismatch between the final output firing dynamics, that is, when \n
However, when \n
This means that the neural field computes each alternative final firing pattern \n
From a computer science standpoint, this two-directional propagation, which is a basic result of the quantum circuit-based computation (generalizable to any type of quantum computer), exhibits a form of forward propagation and backward propagation, where the forward and backward amplitudes can be, from a computer science standpoint, addressed in terms of a probe and response dynamics, respectively; returning to Eq. (15), each amplitude \n
When the two output firing patterns do not match, \n
These dynamics are simultaneous, that is, the QUANN processes in both the forward and backward directions simultaneously to arrive at the final result.
\nThe above fundamental computational dynamics is characteristic of quantum mechanics, and not limited to QUANNs or quantum computation, nor is it dependent on one’s interpretation of quantum mechanics. It arises when one considers the structure of a general density operator for a quantum system [6].
\nIndeed, as an example, let us consider a general density operator for a quantized observable \n
The off-diagonal components of such an operator are such that there is no matching between the corresponding eigenvalues, only in the diagonal do we find a matching between the eigenvalues. The
In this way, only when a probed alternative eigenvalue finds a matching response eigenvalue do we have an
It is important to stress that this
Therefore, embedded within quantum mechanics’ formalism, we find an account of Born’s probability rule. Furthermore, given a Hamiltonian operator for the quantum system \n
In the case of the illustrative general example, given in Eq. (18), we get:
where \n
Cramer was, however, the first to fully address the consequences of this dynamics and propose the concept of
While Cramer [7] addresses the
It is important to clarify what an interpretation of quantum mechanics is and why there are different interpretations of the same theoretical body and equations. It turns out that the main interpretations do not disagree on the formalism, methods, and how the mathematics is built and applied for prediction of experimental results. The interpretations do not stem from any ambiguity or lack of robustness in the formalism and in the application of the formalism, they stem from the fact that not everything is accounted for by the formalism, and that is where the interpretations come in.
\nTo better frame this issue, one must consider the nature of the theory that one is dealing with, what it explains, and what is outside its theoretical scope.
\nQuantum mechanics is, in fact, a probabilistic theory of the quantized dynamics of fundamental physical fields, fields that work at the level of the building blocks of physical nature. The physical theory and methods that form the basic structure of quantum mechanics developed progressively from empirical observations and statistical findings on fundamentally random outcomes of physical experiments dealing with the quantum level.
\nThis means that physicists found the basic rules for (dynamical) probability assignments that robustly capture the main probabilistic dynamics of quantum fields.
\nTo understand the nature of the theory, it is important to stress that it was born out of laboratory experiments, that it was built out of the statistical patterns found in an observed stochastic dynamics, and that it was aimed at predicting the statistical distributions of that stochastic dynamics. The current formulation of quantum mechanics essentially encompasses a set of rules for obtaining the probabilities associated with the dynamics of quantum systems.
\nThe theory does not state anything beyond that. A point that allowed many physicists to pragmatically take the theory as it is, not dwelling on the
When one starts to ask on the
In the pragmatic stance, one just takes the formalism as a recipe, calculates the
One way out of the ontological questioning would be to assume that we are dealing with human representations, that we cannot speak of a reality independent of human representations and experiments, that is, that the question of what reality really is outside those representations and experiments cannot be answered and, therefore, one just postulates that the field follows the
Contrasting with the Copenhagen school are the ontological schools, so called because they assume a reality independent of human representations and experiments.
\nQuantum mechanics itself does not state anything about this, so there is room for proposals; Cramer [7], for instance, considers these interpretations as actually new physical theories that go beyond the strict formalism and introduce new conjecture that cannot be tested under the formalism itself. The ontological interpretations that include the Bohmian and Everettian lines are all consistent with the formalism, that is, they agree with the formalism and mathematical methods of quantum mechanics and, therefore, cannot be tested using just the formalism.
\nIn the case of Cramer, his proposed transactional interpretation (TI) of quantum mechanics [7] considers a probabilistic selection in terms of a
Everett [8] assumed that all alternatives for a quantum system are actualized simultaneously in different cosmic branches. This led to the many worlds interpretation (MWI). MWI’s proposal is, thus, that reality is multidimensional and the formalism is considered to be describing such a multidimensional reality that is a single Cosmos with many worlds (many branching lines). This conjecture cannot be tested empirically; it is consistent with the formalism and agrees with the predictions of quantum mechanics. Namely, the statistical measure associated with repeated experiments made on quantum systems tends to coincide with the
Bohm initially worked on the pilot wave model for quantum mechanics but just as a first approximation. Indeed, in [9], the author addressed the pilot wave model as a first approximation but then criticized it, in particular, in regard to the assumption of a particle being separate from the field; even more, in [9], Bohm defended that, at a lower level, the particle does not move as a permanently existing entity, but is formed in a random way by suitable concentrations of the field’s energy. Furthermore, he considered that any quantum field was characterized by a nonlocal dynamics, and that the equations of quantum mechanics were just an approximation, an average that emerged at the quantum level, proposing the concept of quantum force and hypothesizing the existence of a subquantum level, so that both the quantum and subquantum levels play a fundamental role in the field’s dynamics.
\nGonçalves in [6] addressed the relation between the
In this interpretation, the
As argued in [6], the intensity (modulated)
This quantum computational dynamics, present in quantum mechanics’ formalism, works as a basic form of
There is a consequence that comes from assuming the Bohmian framework, namely, from the Bohm’s conjecture that a subquantum level randomness averages out at the quantum level, but may lead to small deviations from the theoretical probabilities [9, 10]; if such a conjecture holds, then deviations in quantum physical experiments with actual quantum computers may always take place, such that, even if we were to reduce the interaction with the environment to zero (or close to zero), we could still have deviations due to subquantum level fluctuations, so that the field would tend to follow the lines of force with probabilities that would hold on average but with some deviations that might occur in each case.
\nWhile Bohm’s proposal is potentially testable, at the present stage of scientific and technological development, we have not yet found a way to test the subquantum proposal regarding quantum physical systems, and, in particular, to test, empirically, the possibility that deviations from the main lines of force that agree with a theory’s prediction are not due to environmental noise and, rather, to subquantum level fluctuations.
\nAll main interpretations, as reviewed above, agree with quantum mechanics’ general predictions, even Bohm, who considers that the predictions will hold empirically on average, therefore, the interpretations do not have, at present, a direct consequence on the results of technological implementation of quantum computers, as long as one is not dealing with fundamental ontological issues regarding the computational nature of quantum fields, but rather with the technological application of quantum algorithms, one is free to choose any interpretation since it is consistent with the main formalism and results.
\nWe consider, nonetheless, that future research directions on Bohm’s conjectural line may prove fruitful both at a theoretical and technological level, concerning the issue of quantum errors. This point, however, goes beyond the current chapter’s scope. The results that follow, as of any work using the formalism of quantum mechanics, hold for any interpretation of the theory. However, having made that point, we will return to Bohm’s conjecture regarding some of the results obtained in the next section, regarding the issue of quantum computing errors.
\nThe development of quantum computing devices has opened up the possibility of transitioning from the purely theoretical approach to QUANNs to an experimental implementation of these networks. A particular example is IBM’s quantum processors, available via cloud, under IBM Q Experience, using
The term
IBM has different
The “IBM Q 5 Tenerife” device is a 5
The “IBM Q 16 Melbourne” device is a 14
From a computational model standpoint, we can treat the network connections and resulting quantum computing framework, provided by these physical devices, as a form of QUANN, where the conditional neural gates must obey the quantum device’s basic topology in what regards the possible quantum controlled gates.
\nThis is so because the quantum registers are linked in specific topologies that limit how conditional quantum operations are implemented; this is a main characteristic of QUANNs, namely, the conditional unitary gates implemented in neural computational circuits are dependent upon the topology and links between the different artificial neurons.
\nFor the simplest algorithms, we can use just a few registers and connections, which means that each quantum device can simulate different QUANNs, within the restrictions of their respective topologies.
\nFor a QUANN using all the quantum registers in the device, the types of algorithms are limited by the device structure, which can only implement a specific neural network topology and link direction.
\nIn Figures 1 and 2, we, respectively, show the connectivity structure of the “IBM Q 5 Tenerife” and the “IBM Q 16 Melbourne” devices.
\nIBM Q 5 Tenerife (ibmqx4) connectivity structure.
IBM Q 16 Melbourne (ibmq_16_melbourne) connectivity structure.
Having introduced the two devices, we now exemplify the theoretical and experimental implementation of a QUANN, on these devices, for a basic problem: the XOR Boolean function representation. This is a relevant example in the artificial neural network (ANN) literature, since the classical feedforward ANN needs a hidden layer to solve this problem, while its quantum counterpart does not [4].
\nNamely, a three-neuron QUANN with two input neurons feeding forward to a single output neuron is capable of representing the XOR function, while, in the classical case, we need an additional hidden layer comprised of two neurons. This is a feature of QUANNs that is generalizable to other Boolean functions as discussed in [4] regarding the computational efficiency of QUANNs over classical ANNs.
\nThe reason for the greater efficiency is linked to entanglement, namely, the output neuron’s firing dynamics can become entangled with the input layer’s firing dynamics by way of the implementation of conditional NOT (CNOT) gates, providing for an example of the importance of entanglement in the efficiency of quantum computation over classical computation, a point that was object of detailed discussion in [4] regarding the relevance of entanglement for quantum neural computational efficiency.
\nThe XOR Boolean function representation problem is such that we want an output neuron to fire when the input neurons’ firing patterns are reversed and to remain nonfiring when the input neurons’ firing patterns are aligned. This means that the neural network’s output follows the XOR truth table with the output neuron firing when the XOR function evaluates to “True” and not firing otherwise.
\nIn this case, as shown in [4], the XOR function representation problem can be solved by a standard quantum feedforward neural network with no hidden layer, by taking advantage of quantum entanglement dynamics.
\nFormally, the quantum circuit, in the forward direction, can be represented by the following chain:
with the gates, respectively, given by:
We begin with all three neurons in a nonfiring dynamics; then, the propagation from input to output (in the forward direction of the computational circuit) yields:
The result in Eq. (25) means that the only probed final alternatives are those where the XOR rule \n
Likewise, back propagation from the output to the input yields the same result, that is, the only responses come from outputs where the XOR rule \n
Replacing Eqs. (25) and (26) in the general Eq. (17) yields, for this quantum circuit, the
That is, the forward and back propagation is such that the
The Figure 3 shows the theoretical results from the above equations, the simulation in the IBM quantum assembly language (QASM) simulator and the experimental implementation on the Tenerife (ibmqx4) and Melbourne (ibmq_16_melbourne) devices.
\nTheoretical and experimental implementation of the XOR representation problem on the QASM simulator, Tenerife and Melbourne devices, with 8192 shots.
The QASM simulation expresses, as expected, the basic random results from the repeated experiments, which is associated with the fundamental stochastic dynamics underlying quantum processing; however, the simulator results agree with the theoretical results, so that the basic XOR computation holds, that is, in each case, the output neuron exhibits the firing pattern that is consistent with the XOR rule.
\nIn the case of experiments, the XOR rule is predominant, that is, the dominant frequencies are those consistent with the circuit; there are, however, also a few residual cases that deviate from the XOR rule, all with low relative frequencies. These deviations are to be expected on the actual physical devices. For the Tenerife device, the relative frequency of cases that follow the XOR rule is 0.857; for the Melbourne device, this relative frequency is 0.835.
\nOne of the main problems in physical implementation of quantum computation is the presence of errors. Indeed, the equations are derived for an isolated circuit so that the only
Of course, if Bohm’s conjecture regarding the subquantum dynamics [9, 10] is right, then, even for a sufficiently isolated circuit, small deviations coming from the subquantum level may be present and lead to
While we cannot rule out Bohm’s subquantum hypothesis, we cannot also confirm it for now, since one never has a completely isolated circuit, and both conjectural lines (Bohmian and others) agree that some deviations on physical devices will always be present due to the environment.
\nThe differences between the two conjectural lines, for quantum computer science, are worth considering regarding quantum error correction; however, for now, in regard to the technological issue of quantum error correction, we cannot yet make use of Bohm’s conjecture that the quantum probabilities are average quantities and that subquantum fluctuations may introduce small deviations that average out at the quantum level to lead to the main experimental agreement with the theory.
\nHaving provided, through the XOR problem, an example of how quantum neural computation can be run experimentally on IBM’s quantum devices, we now address artificial intelligence (AI) applications; we are interested in the theoretical and experimental implementation of a form of reinforcement learning using QUANNs, namely the quantum neural reinforcement learning (QNRL) and its connection to quantum robotics and quantum adaptive computation.
\nQuantum robotics involves the need for the development of quantum adaptive algorithms that allow the robot to process alternatives and select appropriate actions using quantum rules [6, 13, 14, 15], that is, to incorporate decisions in quantum AI. In this context, there are two major types of artificial agents that one may consider:
classical agents that implement classical actions but whose cognitive substrate is quantum computational;
quantum agents that implement quantum operations on a quantum target.
The first type of agent is addressed as a classical robot dealing with problems at a classical level but whose computational substrate is run via cloud access on a quantum computer, thus, pointing toward a possible future where quantum computation is incorporated on different robotic systems by way of the internet of things and cloud-based access to quantum devices.
\nThe second type of agents corresponds to
This second type of agents forms the basis for AI solutions aiming at intelligent quantum computing systems with application in quantum internet technologies and, also, possible quantum adaptive error correction.
\nThis latter point (quantum adaptive error correction) must draw specifically on the empirical implementation in physical devices, since it is this implementation that may ultimately test the best adaptive algorithms for quantum error correction. A basic direction, in this case, regards
We do not address this last point here, but rather illustrate the implementation of the first type of agent in the context of an adaptive computation of a classical gamble, namely, optimal action selection in a classical gambling problem through quantum neural reinforcement learning (QNRL).
\nIn this case, the artificial agent is dealing with a classical problem and implementing its decision processing on a QUANN, namely, the agent has an action set described by \n
Now, given each alternative action, the agent is offered a classical gamble on a measurable space \n
Now, for each action genetic code \n
The goal for the agent is to select the action that maximizes this conditional expected reward, that is:
To solve the optimization problem in Eq. (29), we use a variant of QNRL, which applies modular networked learning [16], in the sense that, instead of a single neural network for a single problem, we expand the cognitive architecture and work with a modular system of neural networks.
\nModular networked learning (MNL) was addressed in [16] and applied to financial market prediction, where, instead of a single problem and a single target, one uses an expanded cognitive architecture to work on multiple targets with a module assigned to each target and possible links between the modules used to map links between subproblems of a more complex problem.
\nFor modular neural networks, the resulting cognitive architecture resembles an artificial brain with specialized “brain regions” devoted to different tasks and connections between different neural modules corresponding to connections between different brain regions. In the present case, the agent’s “artificial brain” (as shown in Figure 4) is comprised of three “brain regions” connected with each other for a specific functionality, where the first module (first brain region) corresponds to the action exploration region, the second module (second brain region) corresponds to the reward processing region, and the third module to the decision region.
\nModular structure for the reward maximization problem.
The connections between the modules follow the hierarchical process associated with the necessary quantum reinforcement learning for each action, Figure 4 expresses this relation. The reinforcement learning, in this case, is a form of quantum search, implemented on the above modular structure, that proceeds in two stages: the exploration stage and the exploitation stage.
\nIn the exploration stage, the agent’s first brain region, taking advantage of quantum superposition, explores with equal weights, in parallel, each alternative initial action and the second brain region processes the conditional expected rewards; this last processing is based on optimizing quantum circuits [6], where the unitary operator for the second brain region incorporates the optimization itself.
\nThe second brain region will work as a form of oracle in the remaining adaptive computation and allows for the agent’s artificial brain to implement an optimal expected reward-seeking dynamics.
\nNow, in the second phase of the exploration stage, the synaptic connections from the first to the second brain region are activated, leading to a quantum entangled dynamics between the two brain regions, where the first region acts as the control (input layer) and the second as the target (output layer).
\nThus, at the end of the exploration stage, the first two brain regions exhibit an entangled dynamics. This is a basic point of quantum strategic cognition, in the sense that the processing of the alternative courses of action is not localized in a specific neuron or neurons, but rather it leads to quantum correlations between different brain regions; these connections allow the artificial brain to efficiently select the best course of action, from the evaluation of the alternatives and rewards.
\nIn the exploitation stage, the synaptic connections from the first brain region (the action exploration region) to the third brain region (the decision region) are activated first, so that the decision region is first processing the explored alternative actions, becoming entangled with the action exploration region; then, the synaptic connections between the reward processing region and the decision region are activated for the conditional expected reward processing by the decision module. In this way, the decision module makes the transition for the optimal action, consulting the “oracle” (which is the reward processing module) only once.
\nThe artificial brain thus takes advantage of quantum entanglement in order to adaptively output the optimal action. Formalizing this dynamics, the artificial brain is initialized in a nonfiring probe and response dynamics so that the initial density is:
Now, we denote by \n
Using this notation, the first phase of the exploration stage is given by the unitary operator:
The operator incorporates the optimization dynamics into the conditional quantum gates’ parameters themselves. Since we have:
after the first phase of the of exploration stage, the resulting density is given by:
Thus, the neural field is probing, for the first brain region, each alternative neural pattern (each alternative action) with equal weight, the response dynamics also comes, for the first brain region, from each alternative neural pattern with equal weight, which means that the
On the other hand, for the second brain region, the neural field exhibits a reward-seeking dynamics that is adaptive with respect to the optimal action; that is, the probing dynamics is directed toward the optimal action and the response dynamics also comes from the optimal action, so that, due to the adaptive unitary propagation, the second brain region is projecting over the optimum value, and this is the only
The third brain region still has a projective dynamics toward the nonfiring neural activity.
\nNow, for the second phase of the exploration stage, we have the operator:
which leads to the density after the second phase of the exploration stage:
Thus, after the second phase, the first and second brain regions exhibit an entangled probe and response dynamics, where the neural field, for second brain region, is effectively computing both the rewards and the explored actions.
\nNext comes the exploitation stage with the neural processing for the decision module (the third brain region).
\nThe first step of the exploitation stage is the processing of the initially explored actions, by way of the operator:
which leads to the density:
That is, the probe and response dynamics for the third brain region are correlated and coincident with the probe and response dynamics for the first brain region, so that the third brain region is effectively computing the initially explored actions.
\nNow, the second step for the third brain region results from the activation of the synaptic links with the second brain region, leading to the conditional unitary operator:
Under this operator, we get the final density:
Since we have the Boolean equality \n
The third brain region’s computation takes advantage of the entangled dynamics between the first and second brain regions to learn the optimal action. For the final density, while the first and second brain regions exhibit an entangled probe and response dynamics, the third brain region is always projecting over the optimum.
\nIt is important to stress how QNRL takes advantage of quantum entanglement such that the neural field for the third brain region followed each alternative action and then the reward processing dynamics to find the optimum in all these alternative paths, so that the optimal action is always followed by the agent.
\nAs an example of the above problem, let us consider the case where we the reward set is \n
Device | \nAction | \n|
---|---|---|
0 | \n1 | \n|
QASM | \n0 | \n1 | \n
Tenerife | \n0.222 | \n0.778 | \n
Melbourne | \n0.353 | \n0.647 | \n
Results for two alternative actions using the QASM simulator, the Tenerife device (ibmqx4) and the Melbourne device (ibmq_16_melbourne); in each case, 8192 shots were used, with \n
As expected, the QASM simulator always selects the action \n
Device | \nAction | \n|
---|---|---|
0 | \n1 | \n|
QASM | \n1 | \n0 | \n
Tenerife | \n0.857 | \n0.143 | \n
Melbourne | \n0.814 | \n0.186 | \n
Results for two actions using the QASM simulator, the Tenerife device (ibmqx4) and the Melbourne device (ibmq_16_melbourne); in each case, 8192 shots were used, with \n
In Figure 5, we show the Melbourne device’s results4 when we have four actions for the same rewards profile, and the probabilities are \n
Results for four actions using the Melbourne device (“ibmq_16_melbourne”), with 8192 shots used, and probability profiles given by:
In this case, if we run the experiment on the QASM backend, with 8192 shots, we get the action encoded by the string 11 with relative frequency equal to 1, which is the optimal action. If we run the experiment with the same number of shots on the Melbourne device, then, as shown in Figure 5, the output 11 is still the dominant action, however, with a proportion of 0.370, the second dominant action being non-residual and with a value of 0.309 occurs for the output 10.
\nTherefore, the first
The above algorithm was implemented using Qiskit and Python’s Object Oriented Programming (OOP); the code, shown in the appendix, exemplifies how OOP can be integrated with quantum computation for implementing quantum AI on any terminal, due to the cloud access to IBM’s quantum resources, constituting an example of Quantum Object Oriented Programming (QOOP) using Qiskit.
\nThe code defines the class “Agent” with an attribute that is the quantum neural network; in this case, the attribute will be assigned a quantum circuit with the required quantum and classical registers.
\nThere are two methods that any instance of the class Agent must be able to implement: the first method manages the cloud access to IBM’s resources, the second method implements the action selection and the quantum algorithm.
\nThe inputs for the first method are the accounts to be loaded, for the classical computer to be able to access quantum computer via the cloud service, and the backend code, which, by default, is set to the QASM simulator but can be changed to any of the devices. The method returns the backend to be used.
\nThe second method, for the action selection, has a structure that is specific to the problem in question; that is, the agent is offered a set of rewards and probabilities associated with each alternative action, and must choose the action that maximizes the conditional expected reward.
\nThus, the probabilities are known to the agent and form part of the gamble that is offered to it; therefore, we are dealing with a decision problem under risk, and wish to address how the agent’s QUANN can exhibit an adaptive computation with respect to this problem.
\nWhile, in the above equations, the adaptive nature of the quantum neural circuit was introduced in the unitary operator’s parameters themselves, the Python code for the method must use the gamble’s inputs to make the quantum circuit adaptive; that is, the method must be such that the agent designs its own cognitive architecture (updating its qnnet attribute) and quantum circuit using the inputs to the method, and, then, the agent must implement the cloud-based access to run, in IBM’s quantum computers, the corresponding quantum algorithm.
\nThe inputs for the method are, then, given by a list of probability distributions, where each line corresponds to a different probability gamble profile associated with each action, for instance, in the case of Table 1, the distributions are given by ([0.6, 0.4],[0.4, 0.6]). In the case of Tables 1 and 2 and Figure 5, the rewards list is [−1, 1].
\nThe other two inputs for the method are the backend used which allows the agent that is instantiated in a classical computer to access via cloud the quantum computer, using the backend code (backend_used) and repeatedly running the algorithm on the respective device for a number of shots (num_shots).
\nThe choose_action method’s step zero is the extraction of the expected values and of the corresponding parameters for the adaptive gates, namely, the expected values array associated with each action is extracted by the agent using the Python library NumPy’s dot product applied to the distributions and rewards lists.
\nThe number of actions and dimension \n
Now, the next step is to set up the QUANN, including the three modules, the classical registers for the measurement of the final actions to be chosen and updating the agent’s qnnet attribute, assigning it the corresponding Qiskit’s quantum circuit object.
\nThe last step implements the QNRL algorithm, following the inter-module links as per the main equations introduced in this section, and defines the quantum measurement for the decision module, executing the algorithm on the backend (taking advantage of the cloud access) and plotting the histogram to extract the main experimental relative frequencies obtained from the repeated experiments (the number of shots).
\nCloud-based access to quantum computers opens up a major point: the empirical testing of algorithms and the implementation of computer programs in a quantum computational substrate has become feasible.
\nThe IBM Q Experience constitutes an example of how a programmer can use Python programming language and IBM’s Python Qiskit package for building programs that use quantum computation, limited only by the specific device resources, namely the number of quantum registers available.
\nFor quantum AI and machine learning, this provides a way to effectively bring the algorithms from the theoretical level to the test level, allowing one to
We showed how one can address IBM’s superconducting
We exemplified how basic Boolean functions’ representation, in this case the XOR function, can be implemented on a (physical) quantum computer using the cloud access to Tenerife and Melbourne devices and compared the experimental results with the theoretical derivation; a relevant point of this is that we only needed three quantum registers and no hidden layer to solve the XOR problem, a point already raised about this function and generalized to other functions in [4], regarding the theoretical efficiency of QUANNs.
We addressed how a form of quantum adaptive computation, incorporating a reward-seeking behavior and a variant of QNRL, can be implemented, in the context of quantum robotics and AI, on different quantum devices.
The three main points above help strengthen two core arguments: the first is that quantum machine learning can now be tested on actual quantum computers, making it feasible to empirically test the algorithms; the second is that, in the near future, with further advancements in quantum computation and quantum hardware, quantum adaptive computation may be implemented on actual robots with a quantum cognitive architecture that is based on cloud access to a quantum computer.
\nThe present work addresses both core arguments by exemplifying how a form of QNRL can be employed to implement quantum adaptive computation on a physical QUANN with cloud-based access, employing QOOP and addressing, experimentally, a decision under risk problem.
\n# Import NumPy and Qiskit’s main functionalities
\nimport numpy as np
\nfrom qiskit import ClassicalRegister, QuantumRegister, QuantumCircuit
\nfrom qiskit import execute
\nfrom qiskit import IBMQ
\nfrom qiskit.tools.visualization import plot_histogram
\nclass Agent:
\ndef __init__(self, qnnet):
\nself.qnnet = qnnet # agent’s Quantum Neural Network
\ndef get_backend(self,
\nload_accounts = True, # if accounts are to be loaded
\nbackend_code = ‘ibmq_qasm_simulator’ # backend code
\n):
\n# Load IBM account if needed
\nif load_accounts == True:
\nIBMQ.load_accounts()
\n# Get the backend to use in the computation
\nbackend_used = IBMQ.get_backend(backend_code)
\n# If one is not using the QASM simulator get the backend status
\nif backend_code! = ‘ibmq_qasm_simulator’:
\nprint(backend_used.status())
\n# Return the backend used
\nreturn backend_used
\ndef choose_action(self,
\ndistributions, # probability distributions
\nrewards, # reward system
\nbackend_used, # backed to be used
\nnum_shots): # number of shots to run in quantum computer
\n# Step 0: get the expected values and unitary parameters:
\n# Get the expected values
\nexpected_values = np.dot(distributions,rewards)
\n# Get the number of actions involved
\nnum_actions = len(expected_values)
\n# Get the base number that we will need for the network size
\ndim = int.(np.log2(num_actions))
\n# Get the parameters for the adaptive gate
\nmaxstring = np.binary_repr(np.argmax(expected_values), width = dim)
\n# Step 1: Setup the Quantum Artificial Neural Network:
\n# Get the number of quantum registers
\nq = QuantumRegister(3*dim)
\n# Get the number of classical registers
\nc = ClassicalRegister(dim)
\n# Setup the quantum neural network
\nself.qnnet = QuantumCircuit(q, c)
\n# Step 2: Implement the Reinforcement Learning Algorithm:
\n# Exploration Stage
\nfor i in range(0,dim):
\nself.qnnet.h(q[i])
\nfor j in range(0,dim):
\nself.qnnet.u3(float(maxstring[j])*np.pi,0,0,q[dim+j])
\nfor k in range(0,dim):
\nself.qnnet.cx(q[k],q[dim+k])
\n# Exploitation Stage
\nfor l in range(0,dim):
\nself.qnnet.cx(q[l],q[2*dim+l])
\nself.qnnet.cx(q[dim+l],q[2*dim+l])
\n# Quantum Measurement
\nfor m in range(0,dim):
\nself.qnnet.measure(q[2*dim+m], c[dim-1-m])
\n# Execute the algorithm on the backend
\njob_exp = execute(self.qnnet, backend = backend_used, shots = num_shots)
\n# Plot the histogram
\nplot_histogram(job_exp.result().get_counts(self.qnnet))
\nObesity worldwide has increased over time and is now considered an epidemic with significant health implications. Worldwide obesity has nearly tripled since 1975. In 2015–2016, the prevalence of obesity was 39.8% in adults and 18.5% in youth [1]. Body mass index (BMI) is a widely used method for estimating body fat mass. The World Health Organization defines class I obesity as BMI 30 to <35, class II obesity as BMI 35 to <40, and class III obesity as >40. The prevalence of clinically severe obesity (BMI > 40) is increasing at a much faster rate among adults in the United States than is the prevalence of moderate obesity [2]. In addition to the overall rising rates of severe obesity, the mean waist circumference (WC) has increased continuously among adults over the last 15 years. Abdominal fat deposition is a key component of obesity and some studies have shown that WC may be a better predictor for the risk of myocardial infarction, metabolic syndrome, and all-cause mortality than BMI [3].
From a surgical perspective, facilities need to consider the availability of specialized equipment for morbidly obese patients. Many facilities may lack the appropriate equipment for patient transfer, operating room tables that can accommodate the patient’s weight, and specialized laparoscopic surgical equipment for minimally invasive surgery. Particular challenges of minimally invasive surgery for morbidly obese patients can be seen with central adiposity, which creates a thicker abdominal wall, larger visceral volume, and enlarged mesentaries, which can impact intraperitoneal visualization more difficult [4]. Central adiposity can also create technical challenges for entry into the abdominal cavity, difficulty with maneuvering laparoscopic instruments through a thick abdominal wall, and physiological stress of Trendelenburg position and pneumoperitoneum [5].
With respect to gynecologic minimally invasive surgery, obesity was previously considered a relative contra-indication. The first feasibility study of gynecologic laparoscopic surgery for obese patients was performed in 1976 [6]. With advances in minimally invasive technologies and increased operator experience, there has been growing evidence supporting minimally invasive surgery for obese patients. There is a large amount of data from gynecologic oncology indicating laparoscopic or robotic surgery resulted in shorter hospital stay, less postoperative pain, earlier return to normal activity, decreased postoperative complications, and fewer wound infections [7]. However, there are some studies indicating a higher conversion rate to laparotomy, which was dependent on BMI, noting that women who were morbidly obese had a 57% conversion rate to open laparotomy [8].
There is conflicting data regarding comparisons between robotic vs. conventional laparoscopic surgical outcomes. When looking at bariatric surgery studies, there is some evidence that robotic surgery results in shorter operative times with increased BMI [9]. However, other studies indicate that there are longer operative times [10]. One reason that surgeons may favor the use of robotic surgery is reduced surgeon fatigue, the utility of articulated wristed robotic instruments which allow for more fluid movements and less torque on the abdominal wall [11]. Further prospective studies are required to define the best and most cost-effective minimally invasive surgical method in obese women. Ultimately, every effort should be made to offer the least invasive procedure regardless of BMI, to maximize clinical benefits and quality of life [12].
According to the National Institutes of Health, a BMI >40 increases the risk for diabetes mellitus, cardiovascular disease, and reduced life expectancy [13]. Understanding the differences in anatomy and physiology of morbidly obese patients is critical for surgical planning.
Myocardial infarction, cardiac failure, and sudden cardiac death risk increase in obese individuals. This may be due to increased body mass leading to hemodynamic and cardiovascular changes resulting in increased cardiac output, larger stroke volume, decreased vascular resistance, and increased cardiac workload [14]. In autopsy studies comparing obese and non-obese patients it has been found that obese patients can have 20–55% larger cardiac diameters, hypertrophied ventricles, and increased cardiac weight. These changes in cardiac physiology can result in hypertension and ultimately lead to cardiac failure [15]. Studies have found that ventricular hypertrophy and cardiac failure caused by obesity results in a higher risk of mortality [16]. The eccentric and concentric ventricular hypertrophy associated with obesity can lead to prolonged Q-T intervals or tachyarrhythmia. Additionally, unexplained cardiac arrhythmias are more common in obese patients [11]. The creation of pneumoperitoneum required to perform minimally invasive procedures can cause further cardiac depression. Abdominal insufflation causes an increase in afterload while the subsequent impeding of a venous return causes a decrease in preload. This contributes to an overall reduction in cardiac output [17]. Cardiac depression during laparoscopic procedures is often transient as the patient’s body compensates for the change in physiology. In one study of morbidly obese patients undergoing laparoscopic gastric bypass, cardiac output levels returned to baseline at 2.5 hours after abdominal insufflation [17].
Due to fat deposits in the mediastinum and abdominal cavities, the mechanical properties of the lungs and chest wall are altered in obese patients resulting in reduced compliance of the lungs, chest wall, and entire respiratory system. These changes likely contribute to increased symptoms of wheezing, dyspnea, and orthopnea [18]. Obesity causes reduced chest wall and pulmonary compliance and therefore reduction in gas exchange and increased bronchial resistance and ventilation-perfusion. Increased abdominal pressure and pleural pressures in obesity alter the breathing pattern resulting in a reduction of both expiratory reserve volume (ERV) and the functional residual capacity (FRC). Severely obese patients have a decreased FRC up to 33% [11, 18].
The expiratory reserve volume is also compromised by 35–60%, secondary to cephalad displacement of the diaphragm by the obese abdomen [19]. Sleep-disordered breathing, including obstructive sleep apnea (OSA) and obesity-related respiratory failure (ORRF) is common in obese patients. Studies demonstrated that half of all patients with a BMI >40 kg/m2 demonstrate OSA [20]. Untreated OSA can result in hypoxemia during sleep as well as pulmonary hypertension, both of which increase risk of cardiac arrythmias. In addition, OSA has been associated with postoperative respiratory complications pneumonia, postoperative hypoxemia, and unplanned reintubation [11].
There are additional intrinsic qualities of an obese body habitus that can impair respiratory function. More soft tissue of the upper airway combined with increased tongue size can cause significant upper airway resistance [16]. An increase in breast mass and additional adiposity can cause difficulty with direct laryngoscopy [16]. Finally, a waist-to-hip ratio has been found to poorly impact gas exchange with larger waist-to-hip ratios correlating to worsening arterial blood gas values [11, 16, 21].
Performing a minimally invasive hysterectomy requires the patient to undergo general anesthesia, the creation of pneumoperitoneum, and supine positioning, all of which further impact respiratory physiology in obese patients. The administration of general anesthesia can reduce a patient’s FRC by an additional 20%, while pneumoperitoneum increases inspiratory resistance requiring higher minute ventilation [11, 15]. In one study evaluating respiratory mechanics in laparoscopy, it was found that obese, anesthetized patients in the supine position required 15% higher minute ventilation to maintain normocarbia prior to abdominal insufflation. The authors also reported that these patients had 30% lower static compliance and 68% higher inspiratory resistance after insufflation of the abdomen with CO2 to a pressure of 20 mmHg [15, 22]. While the increase in inspiratory restitance caused by obesity requires higher minute ventilation, oxygenation does not seem to be affected by abdominal insufflation or Trendelenburg positioning. Therefore, patients who are able to tolerate general anesthesia in the supine position are likely also able to tolerate abdominal insufflation and changes in position including Trendelenburg [15, 22].
Gastric and esophageal function may also be impaired in obese patients, which can lead to intra-operative challenges. Gastroesophageal reflux disease (GERD) and hiatal hernias are found more commonly in obese patients and can often be asymptomatic [11]. This is caused by increased intra-abdominal pressure which can be two to three times higher in morbidly obese patients compared with non-obese patients [11]. Studies have found that obese patients tend to have higher gastric volumes, lower gastric pH, and delayed emptying which can increase their risk of intra-operative and post-operative gastric acid aspiration [11, 15]. For this reason, a prophylactic H2 blocker (ranitidine) and a pro-kinetic (metoclopramide) are often recommended prior to a surgical procedure [16].
Obesity is an independent risk factor for venous thromboembolism (VTE). Current data regarding the risk of VTE in gynecologic surgery shows the incidence of VTE in gyn surgery ranges from 0 to 2%. Evidence for these studies is from retrospective studies in non-obese patients who underwent simple laparoscopic procedures [11]. Gynecologic laparoscopic procedures with a duration of >30 min are considered moderate to high risk for VTE. Increasing laparscopic surgical complexity increases rates of VTE after completion of surgery according to the American College of Chest Physicians (ACCP) [23]. For these procedures, the standard treatment for VTE prophylaxis is mechanical prophylaxis with sequential compression devices. For obese patients it is critical these devices are appropriately fitted. Alternatively, pharmacologic prophylaxis with either subcutaneous low molecular weight heparin or unfractionated heparin can be administered. For bariatric surgery patients who have a BMI >55, immobility, history of active or recent VTE, hypercoagulable disorders, or severe OSA there are recommendations for placement of an inferior vena cava (IVC) filter for patients prior to bariatric surgery [24]. There are no current clear guidelines for patients undergoing gynecologic laparoscopic surgery and decisions should be made on an individual basis. The ACCP recommends dual prophylaxis with sequential compression devices and pharmacologic prophylaxis during admission and prolonged pharmacologic prophylaxis for 2–4 weeks after discharge for patients with gynecologic cancer with additional risk factors such as age >60 or history of VTE [23]. Recommendations for patients who are morbidly obese undergoing gynecologic laparoscopy may include combination mechanical and pharmacological prophylaxis during surgery and hospitalization. Taking into consideration patient comorbidities and mobility status, extended prophylaxis after discharge may also be considered [11].
It is imperative that morbidly obese patients who are seen for surgical consultation should have a comprehensive history and physical exam in addition to laboratory and diagnostic testing as their obesity can increase their medical complexity. During a physical exam, there should be documentation of the patient’s body habitus, assessment of the uterine size, uterine mobility, and vaginal caliber. Proper evaluation of the patient’s panniculus and body type is crucial for determining intravenous access, trocar placement, and positioning during laparoscopy [4]. Special attention must be paid to the distribution of the patient’s weight (i.e. increased waist circumference vs. increased hip circumference). Patients with large adipose tissue centered on their waist are likely to be more technically challenging than patients whose adipose is centered on the hips [15]. In patients with large panniculus, trocar placement may be hindered not only by increased thickness but also by a lack of mobility. If the panniculus is soft and mobile, it can be repositioned easily using traction with weights or tape.
In general, preoperative testing should be tailored to the patient’s risk factors. Basic laboratory assessment can include a complete blood count, blood glucose concentration, basic metabolic panel, and blood type and screening. Given the high predisposition for cardiovascular, pulmonary, and endocrine abnormalities in morbidly obese patients, evaluation by subspecialists for additional diagnostic testing should be performed. Informed consent should take into account both the increased medical and surgical complexity of the case and inform the patient of increased risk of infection, increased risk of VTE, and potential increased risk for conversion to laparotomy [11]. As pulmonary and cardiovascular changes are prominent in morbidly obese patients, there are numerous risks associated with general anesthesia including airway complications and oxygenation issues with induction of anesthesia, intubation, and extubation [4]. Increased communication with anesthesia and pre-operative evaluation with anesthesia may be beneficial for these patients. When considering antibiotic prophylaxis, the current standard for routine prophylaxis prior to hysterectomy is 2 g of cefazolin for patients under 120 kg and 3 g for patients over 120 kg [25]. With regards to mechanical bowel prep (MBP), the theoretical advantage is to reduce intestinal volume and mass to improve intraoperative manipulation and visualization. A meta-analysis of elective colorectal surgery has revealed no statistical advantage of MBP [4].
In order to complete laparoscopic surgery safely and efficiently for morbidly obese patients, proper preparation in the operating room is essential. Proper setup of the operating room will allow for mobility of the surgical team, quick access to instruments, increase patient safety, and the ability for the surgeon to successfully complete the procedure.
The first consideration needs to be placed on basic operating room equipment such as the operating room table and mechanisms for patient transfer. Patients are usually brought to the operating room in a stretcher. Lateral transfer devices that utilize hover technology (Hovermatt) can enable the team to move the patient to the operating room table and back to the transport stretcher in a secure and comfortable manner [26]. Operating room tables must have the capacity to support morbidly obese patients. Many standard tables have weight limits of 227 kg (500 lb). A bariatric bed is wider than traditional beds and can accommodate a weight of up to 1000 lb. If there is no availability of a bariatric bed, two standard operating room tables can be used together. Extra padding, blankets, sheets, or lifting devices may be needed to appropriately position an obese patient. Blood pressure cuffs and sequential compression devices will need to be of appropriate size to provide accurate readings.
An additional consideration should be placed on specialized laparoscopic instruments. Laparoscopes come in various sizes with a standard length of 32 cm and diameters ranging from 2 to 10 mm. There are various angled scopes available. In bariatric surgery, some surgeons endorse using a 45-degree angled scope or an extra-long laparoscope (45 cm) to aid with viewing flexibility in extremely obese patients [27]. Laparoscopic assist trays may include extra-long laparoscopic instruments (41–45 cm), which may aid with the ability to complete the procedure successfully. Instruments such as long trocars, trocars with a non-latex balloon at the distal end for retention of the trocar tip in the abdominal cavity, or a long Veress needle (150 mm) may be used. Uterine manipulators should be considered for safe completion of hysterectomy. Although redundant perineal tissue or a large uterus may limit the full mobility of the uterus, the integrated cervical cup will allow for cephalad traction and proper identification of surgical landmarks for colpotomy creation and increase the distance of the uterine arteries from the ureters [4].
Obese patients are at greater risk for pressure sores and nerve injuries when compared to non-obese patients. Duration of compression and compressive force applied influence the risk of nerve injuries. Prolonged compression for 6–8 hours can cause permanent nerve injuries [11, 28, 29]. For laparoscopic surgical procedures in gynecology, patients are placed in a dorsal lithotomy position with their arms tucked at their sides in a “military” position. It is recommended to initially position the buttocks slightly lower than the edge of the bed as the body will shift cephalad with the weight of the panniculus once in Trendelenburg position.
Several considerations should be taken when tucking the arms. It is important to ensure that all intravenous access and cardiopulmonary monitors are functioning appropriately. Adequate padding should be placed at the hands and elbows to minimze ulnar or branchial plexus injuries [29]. If the arms are hanging too far off the side of the bed, bed extenders or arm sleds can be used. If the patient slides cephalad with shoulder blocks in place or if the arms are extended. Two potential scenarios that can increase the risk of brachial plexus injury are if the patient slides cephalad with shoulder blocks in place or if the surgeon leans on the patient’s extended arms [30]. The legs should be positioned in stirrups in a low lithotomy position with generous padding applied around the hips and knees. The most common stirrups available in the United States are the YellowFin, the YelloFin Elite, and the Ultrafin. The Ultrafin is capable of accommodating calves that are 13 inches wide and have a weight capacity of 800 lb. Appropriate selection of stirrups can potentially aid in decreasing nerve injury. Obese patients have an increased risk for brachial plexus injury given downward shifting in Trendelenburg [11]. There are multiple options to help reduce this cephalad shifting including gel padding, egg-crate foam, surgical bag, and a padded straps. Once the patient has been positioned a “tilt-test” can be performed where the patient is placed into Trendelenburg position for approximately 2–5 minutes in order to assess the stability of the patient’s positioning and assess the impact on the respiratory and cardiac status. Some adjustments that can be made to help insufflation pressures would be to decrease the degree of Trendelenburg or reduce the insuflation pressure.
Management of the patient’s panniculus in a caudad position during laparoscopic surgery can aid in improving the patient’s ventilation and therefore potentially decreasing the conversation to laparotomy. One technique involves the use of a foley catheter that is passed through the patient’s abdominal wall. The foley balloon is insuflated and the catheter is pulled up and clamped to a retractor attached to the foot of the bed [31]. A second technique involves using towel clips on the lower edge of the panniculus with 1-liter saline bags attached and hanging between the legs. Lastly, adhesive dressing can be used to secure the panniculus to the patient’s thighs.
Morbid obesity can increase the difficulty of initial abdominal access in laparoscopic surgery due to the increased thickness of the abdominal wall and lack of reliable landmarks. Traditionally, the umbilicus is a common landmark used for abdominal entry as it may represent the thinnest part of the abdominal wall. However, in obese patients, the umbilicus is often located at or cephalad to the aortic bifurcation. In obese women, the mean umbilical location was found to be on average 2.9 cm caudal to the aortic bifurcation in comparison to nonobese women in which the umbilicus was 0.4 cm caudual to the bifurcation [32]. Given this migration of the umbilicus, if it is used for entry into the abdomen, it may compromise adequate triangulation with the surgical pathology [11]. There are multiple techniques for abdominal entry including the Veress needle, use of an optical trocar, or an open technique. In obese patients, there is a higher likelihood for the Veress technique to result in a higher rate of false entry and preperitoneal insufflation [11]. If there is no substantial panniculus and the umbilical approach is chosen, a 90-degree entry can be used and the use of a long Veress needle (150 mm) may help decrease pre-peritoneal insufflation. If an optical trocar is used, it may be beneficial to use a long trocar to aid in correct placement. Supraumbilical and left upper quadrant are two alternative abdominal entry sites. If the left upper quadrant is used, a nasogastric or orogastric drainage tube should be placed to decompress the stomach. This site is contraindicated in patients who have a history of gastric bypass, splenectomy, and splenomegaly.
Obesity is an important factor to consider when determining an appropriate surgical approach to hysterectomy. A systematic review published in 2015 by Blikkendaal et al., found that laparoscopic hysterectomy and vaginal hysterectomy are associated with significantly fewer postoperative complications and shorter lengths of hospital stay [31]. While vaginal hysterectomy is generally the preferred surgical approach and is associated with improved outcomes, it seems to be less favorable in obese patients due to large uterine size, early-stage endometrial cancer, or lack of vaginal access and exposure secondary to the patient’s body habitus [31]. In patients who are not good candidates for vaginal surgery, conventional laparoscopic hysterectomy and robotic hysterectomy are alternative approaches that are shown to be safe and feasible in this patient population [31, 32].
The benefits of minimally invasive surgery are well studied. Compared to laparotomy, laparoscopic hysterectomy results in fewer postoperative complications, decreased blood loss, less time in the hospital, and faster recovery [31, 33]. One study showed that obese patients who underwent laparoscopic hysterectomy compared with laparotomy had fewer incidences of postoperative ileus (0% vs. 13.3%), less postoperative fevers (5.5% vs. 31.1%), and a decrease in wound infections (9% vs. 22%) [15]. Additionally, obese women undergoing laparoscopic hysterectomies, bilateral salpingo-oophorectomy, and lymph node dissection for stage I endometrial carcinoma were found to have shorter hospital stays (2.5 vs. 5.6 days), less pain (32.2 vs. 124.1 mg of pain medication), and earlier return to normal activity [15].
Despite the clear benefits of minimally invasive techniques, research evaluating surgeons’ surgical preference shows that the rate of abdominal hysterectomy increases as BMI increases [31]. In fact, in the past obesity was considered a relative contraindication to laparoscopic surgery. This is due to associated difficulties with Verees needle placement, accumulation of fat in the omentum obstructing the operative field and manipulation of laparoscopic instruments [15]. However, more recent studies have shown that minimally invasive approaches including robotics and conventional laparoscopic techniques can be successful in obese patients with proper planning and appropriate laparoscopic surgical experience.
Robotic surgery may help overcome some of the inherent challenges of minimally invasive surgery in obese patients. Robotic surgery offers greater flexibility, articulation, and control of the instruments with reduced hand tremors. Improved ergonomics and the 3D-HD view allow for surgeons to more easily operate within the confined space of an obese abdomen and reduce surgeon fatigue [33]. This is especially relevant in obese patients with endometrial cancer when lymphadenectomy is required [34]. The advantages of robotic surgery may help facilitate the completion of hysterectomy using a minimally invasive approach, however, the cost is significant. Each robotic console has a direct cost of $2.6 million USD and about $2000 per surgical case [34].
While most studies comparing robotic surgery to laparoscopic surgery have not been able to show an improvement in safety or efficacy compared with conventional laparoscopy, there is evidence that robotic surgery may provide clinical benefits in specific populations like the morbidly obese [34, 35, 36]. In fact, there is evidence of cost neutralization with robotic procedures when the rate of conversion to laparotomy is decreased [34]. A recent systematic review and meta-analysis comparing laparoscopic and robotic hysterectomy in endometrial cancer patients with obesity found similar perioperative complication rates but a decrease in conversion to laparotomy in robotic procedures performed on patients with BMI > 40 kg/m2 (7.0% vs. 3.8%) [34]. Additionally, the qualitative reasons for conversion were different in robotic hysterectomy and conventional laparoscopic hysterectomy. Conversion to laparotomy from conventional laparoscopy was more often due to obesity-related anesthetic concerns (30% vs. 6%) while conversion from robotic assisted laparoscopy was attributed more frequently to increased uterine size [34].
After properly positioning the patient and obtaining adequate pneumoperitoneum, the surgeon must determine adequate and safe port site placement. This step can be more challenging in obese patient as traditional landmarks may be altered. The surgeon should choose trocars that are adequate in length. Although extra-long trocars, up to 150 mm, are available and may be useful in patients with very thick anterior abdominal walls, they are often not necessary [29, 37]. In order to safely place accessory trocars, some authors recommend increasing the insufflation pressure to 25 mmHg to increase the distance for trocar placement in order to avoid vascular and visceral complications [37]. Once the initial trocar is placed and pneumoperitoneum is achieved, ancillary trocars can be placed under direct visualization after localization with a spinal needle [37]. In general, most authors recommend more cephalad and lateral placement of ancillary port in obese women. This is due to the difficult visualization of the inferior epigastric vessels and the extent of the panniculus [11, 29, 38]. When placing ancillary trocars, they should be angled toward the operative field to prevent slippage and torquing of the instruments [15]. Surgeons should have a low threshold for adding additional ports that may improve ergonomics, triangulation, or retraction [29, 38].
Surgical exposure can be challenging in obese patients. This is due to increased visceral adiposity, a fatty rectosigmoid colon, or limited Trendelenburg positioning due to difficulty with ventilation [29, 32]. Mobilizing the cecum and sigmoid reflection from their lateral peritoneal attachments can help facilitate moving the large bowel out of the pelvis [29]. Additionally, the rectosigmoid colon can be retracted by using a puppet stitch to pull the epiploic appendices to the anterior abdominal wall [11]. Another option is using a pre-tied endoscopic loop that can be brought through the anterior abdominal wall using a fascial closure device or bringing the suture through a trocar to be tied off [29, 38].
Effective uterine manipulation is especially important to perform laparoscopic and robotic hysterectomies safely in obese patients. This is because the amount of Trendelenburg may be limited and exposure to the pelvis may be challenging [37]. There are many uterine manipulation devices available including the Zinnati Uterine Manipulator injector (ZUMI) (Cooper Surgical, Trumball, CT), the VCare (ConMed Endosurgery, Utica, NY), and the Reusable Uterine Manipulator Injector (RUMI) Arch (Cooper Surgical, Trumball, CT). It is recommended that surgeons choose a device that will be applicable to the majority of their cases so that the entire surgical team can become familiar with its use, allowing for reliable uterine manipulation [37].
As with non-obese patients, closure of the fascia is recommended in incisions greater than 10 mm to prevent port site evisceration. Exposure to the fascia can be more challenging in obese patients. Facial closure devices like the reusable Carter-Thomason CloseSure System XL device (Cooper Surgical, Trumball, CT) allow for the closure to be performed under direct visualization. If the device is not long enough, the disposable Endoclose device (Covidien, Norwalk, CT) can be used [37].
Many studies have compared vaginal vs. laparoscopic vaginal cuff closure with more recent data showing a reduction in vaginal cuff dehiscence with laparoscopic closure (1% vs. 2.7%) [24]. A study by Uccella et al. further demonstrated a reduction in vaginal bleeding (2.7% vs. 4.9%), vaginal cuff hematoma (0.9% vs. 2.3%), need for vaginal re-suturing (0.9% vs. 2.3%) and postoperative infection (0.9% vs. 2.3%) [39]. In obese patients with limited vaginal access due to weight distribution or a large panniculus, laparoscopic closure may also be more accessible.
Some research suggests that obesity may be a protective factor against vaginal cuff dehiscence and evisceration. One study found that after laparoscopic hysterectomy, obese women were 86% less likely to experience vaginal cuff dehiscence than non-obese women [40, 41]. Although intercourse is a significant risk factor for cuff dehiscence, it is hypothesized that positioning during intercourse may be different for obese women, resulting in the application of less physical force at the apex of the vagina [40, 41]. The authors further also postulate that an increase in adipose tissue leads to less energy being delivered to the vaginal tissue during the creation of colpotomy, which can improve healing by causing less tissue desiccation.
Studies have shown that the incidence of postoperative complications increases as BMI increases. However, when surgeries are performed in a minimally invasive fashion, complication rates for obese patients are similar to non-obese patients [29].
Patients with known or presumed cardiovascular disease, OSA, or high perioperative risk should be monitored closely in the postoperative period. Patients who have OSA should be observed overnight because of the increased risk of pulmonary complications [11, 29]. A multi-modal approach to analgesia is recommended to limit narcotic analgesic which can worsen atelectasis and hypoxia. This may include acetaminophen, nonsteroidal anti-inflammatory agents, cyclooxygenase-2 inhibitors, gabapentin, or pregabalin as well as local or regional anesthesia [29, 42]. Early ambulation and the use of incentive spirometry can help inflate dependent lung regions and decrease impairment of lung function induced by anesthesia. As discussed above in the thromboembolism section of this chapter, morbidly obese patients are at increased risk for VTE and may benefit from from extended VTE prophylaxis for 10–35 days following surgery [11, 23].
Minimally invasive laparoscopic hysterectomy is feasible for morbidly obese patients. Additional considerations regarding cardiopulmonary physiological changes seen in morbid obesity should be stressed as these have implications for preoperative surgical risk assessment and the patient’s ability to tolerate surgical positioning and pneumoperitoneum.
Customer Satisfaction is of paramount importance at IntechOpen and we take all complaints very seriously. Our Authors, their institutions, and other purchasers, if dissatisfied with the service provided, or the product purchased, can file a written complaint to IntechOpen, 5 Princes Gate Court, London, SW7 2QJ, UK or via the following e-mail address: info@intechopen.com.
',metaTitle:"Customer Complaints",metaDescription:"Our authors, their institutions and other purchasers, if unsatisfied with the service provided or the product purchased, can file a written complaint at IN TECH d.o.o offices at Janeza Trdine 9, 51000 Rijeka, Croatia, or via the following e-mail address: info@intechopen.com.",metaKeywords:null,canonicalURL:null,contentRaw:'[{"type":"htmlEditorComponent","content":"Receipt of complaints will be acknowledged in writing and Intech Limited will respond fully to concerns within 15 business days.
\\n\\nCustomers have the right to terminate the contract without giving any reason (written notice of termination). The deadline for said termination is fourteen (14) days from the date of receipt of goods. Returns are at the expense of the Customer and must be made within the fourteen (14) days from the date of the written notice of termination. Intech Limited will process refunds to the Customer without undue delay.
\\n\\nIn the event that the Publisher ships damaged or misbound copies of products, or duplicate or incorrect copies of the products are received by the Customer, the Publisher will accept returns at the Publisher's expense, provided notice of such damaged or incorrect shipment is given to the Publisher within fourteen (14) working days from the date of receipt.
\\n\\nPublishing errors, including but not limited to typographical errors, having no significant effect on the editorial content or design characteristics of the products, cannot be considered a reason for rejecting payment or, as the case may be, modifying the agreed price.
\\n\\nAt the Publisher's request, the customer should provide evidence of the damaged or incorrect shipment. The Publisher will refund or ship the ordered products without delays.
\\n"}]'},components:[{type:"htmlEditorComponent",content:"Receipt of complaints will be acknowledged in writing and Intech Limited will respond fully to concerns within 15 business days.
\n\nCustomers have the right to terminate the contract without giving any reason (written notice of termination). The deadline for said termination is fourteen (14) days from the date of receipt of goods. Returns are at the expense of the Customer and must be made within the fourteen (14) days from the date of the written notice of termination. Intech Limited will process refunds to the Customer without undue delay.
\n\nIn the event that the Publisher ships damaged or misbound copies of products, or duplicate or incorrect copies of the products are received by the Customer, the Publisher will accept returns at the Publisher's expense, provided notice of such damaged or incorrect shipment is given to the Publisher within fourteen (14) working days from the date of receipt.
\n\nPublishing errors, including but not limited to typographical errors, having no significant effect on the editorial content or design characteristics of the products, cannot be considered a reason for rejecting payment or, as the case may be, modifying the agreed price.
\n\nAt the Publisher's request, the customer should provide evidence of the damaged or incorrect shipment. The Publisher will refund or ship the ordered products without delays.
\n"}]},successStories:{items:[]},authorsAndEditors:{filterParams:{},profiles:[{id:"396",title:"Dr.",name:"Vedran",middleName:null,surname:"Kordic",slug:"vedran-kordic",fullName:"Vedran Kordic",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/396/images/7281_n.png",biography:"After obtaining his Master's degree in Mechanical Engineering he continued his education at the Vienna University of Technology where he obtained his PhD degree in 2004. He worked as a researcher at the Automation and Control Institute, Faculty of Electrical Engineering, Vienna University of Technology until 2008. His studies in robotics lead him not only to a PhD degree but also inspired him to co-found and build the International Journal of Advanced Robotic Systems - world's first Open Access journal in the field of robotics.",institutionString:null,institution:{name:"TU Wien",country:{name:"Austria"}}},{id:"441",title:"Ph.D.",name:"Jaekyu",middleName:null,surname:"Park",slug:"jaekyu-park",fullName:"Jaekyu Park",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/441/images/1881_n.jpg",biography:null,institutionString:null,institution:{name:"LG Corporation (South Korea)",country:{name:"Korea, South"}}},{id:"465",title:"Dr",name:"Christian",middleName:null,surname:"Martens",slug:"christian-martens",fullName:"Christian Martens",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"479",title:"Dr.",name:"Valentina",middleName:null,surname:"Colla",slug:"valentina-colla",fullName:"Valentina Colla",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/479/images/358_n.jpg",biography:null,institutionString:null,institution:{name:"Sant'Anna School of Advanced Studies",country:{name:"Italy"}}},{id:"494",title:"PhD",name:"Loris",middleName:null,surname:"Nanni",slug:"loris-nanni",fullName:"Loris Nanni",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/494/images/system/494.jpg",biography:"Loris Nanni received his Master Degree cum laude on June-2002 from the University of Bologna, and the April 26th 2006 he received his Ph.D. in Computer Engineering at DEIS, University of Bologna. On September, 29th 2006 he has won a post PhD fellowship from the university of Bologna (from October 2006 to October 2008), at the competitive examination he was ranked first in the industrial engineering area. He extensively served as referee for several international journals. He is author/coauthor of more than 100 research papers. He has been involved in some projects supported by MURST and European Community. His research interests include pattern recognition, bioinformatics, and biometric systems (fingerprint classification and recognition, signature verification, face recognition).",institutionString:null,institution:null},{id:"496",title:"Dr.",name:"Carlos",middleName:null,surname:"Leon",slug:"carlos-leon",fullName:"Carlos Leon",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Seville",country:{name:"Spain"}}},{id:"512",title:"Dr.",name:"Dayang",middleName:null,surname:"Jawawi",slug:"dayang-jawawi",fullName:"Dayang Jawawi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Technology Malaysia",country:{name:"Malaysia"}}},{id:"528",title:"Dr.",name:"Kresimir",middleName:null,surname:"Delac",slug:"kresimir-delac",fullName:"Kresimir Delac",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/528/images/system/528.jpg",biography:"K. Delac received his B.Sc.E.E. degree in 2003 and is currentlypursuing a Ph.D. degree at the University of Zagreb, Faculty of Electrical Engineering andComputing. His current research interests are digital image analysis, pattern recognition andbiometrics.",institutionString:null,institution:{name:"University of Zagreb",country:{name:"Croatia"}}},{id:"557",title:"Dr.",name:"Andon",middleName:"Venelinov",surname:"Topalov",slug:"andon-topalov",fullName:"Andon Topalov",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/557/images/1927_n.jpg",biography:"Dr. Andon V. Topalov received the MSc degree in Control Engineering from the Faculty of Information Systems, Technologies, and Automation at Moscow State University of Civil Engineering (MGGU) in 1979. He then received his PhD degree in Control Engineering from the Department of Automation and Remote Control at Moscow State Mining University (MGSU), Moscow, in 1984. From 1985 to 1986, he was a Research Fellow in the Research Institute for Electronic Equipment, ZZU AD, Plovdiv, Bulgaria. In 1986, he joined the Department of Control Systems, Technical University of Sofia at the Plovdiv campus, where he is presently a Full Professor. He has held long-term visiting Professor/Scholar positions at various institutions in South Korea, Turkey, Mexico, Greece, Belgium, UK, and Germany. And he has coauthored one book and authored or coauthored more than 80 research papers in conference proceedings and journals. His current research interests are in the fields of intelligent control and robotics.",institutionString:null,institution:{name:"Technical University of Sofia",country:{name:"Bulgaria"}}},{id:"585",title:"Prof.",name:"Munir",middleName:null,surname:"Merdan",slug:"munir-merdan",fullName:"Munir Merdan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/585/images/system/585.jpg",biography:"Munir Merdan received the M.Sc. degree in mechanical engineering from the Technical University of Sarajevo, Bosnia and Herzegovina, in 2001, and the Ph.D. degree in electrical engineering from the Vienna University of Technology, Vienna, Austria, in 2009.Since 2005, he has been at the Automation and Control Institute, Vienna University of Technology, where he is currently a Senior Researcher. His research interests include the application of agent technology for achieving agile control in the manufacturing environment.",institutionString:null,institution:null},{id:"605",title:"Prof",name:"Dil",middleName:null,surname:"Hussain",slug:"dil-hussain",fullName:"Dil Hussain",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/605/images/system/605.jpg",biography:"Dr. Dil Muhammad Akbar Hussain is a professor of Electronics Engineering & Computer Science at the Department of Energy Technology, Aalborg University Denmark. Professor Akbar has a Master degree in Digital Electronics from Govt. College University, Lahore Pakistan and a P-hD degree in Control Engineering from the School of Engineering and Applied Sciences, University of Sussex United Kingdom. Aalborg University has Two Satellite Campuses, one in Copenhagen (Aalborg University Copenhagen) and the other in Esbjerg (Aalborg University Esbjerg).\n· He is a member of prestigious IEEE (Institute of Electrical and Electronics Engineers), and IAENG (International Association of Engineers) organizations. \n· He is the chief Editor of the Journal of Software Engineering.\n· He is the member of the Editorial Board of International Journal of Computer Science and Software Technology (IJCSST) and International Journal of Computer Engineering and Information Technology. \n· He is also the Editor of Communication in Computer and Information Science CCIS-20 by Springer.\n· Reviewer For Many Conferences\nHe is the lead person in making collaboration agreements between Aalborg University and many universities of Pakistan, for which the MOU’s (Memorandum of Understanding) have been signed.\nProfessor Akbar is working in Academia since 1990, he started his career as a Lab demonstrator/TA at the University of Sussex. After finishing his P. hD degree in 1992, he served in the Industry as a Scientific Officer and continued his academic career as a visiting scholar for a number of educational institutions. In 1996 he joined National University of Science & Technology Pakistan (NUST) as an Associate Professor; NUST is one of the top few universities in Pakistan. In 1999 he joined an International Company Lineo Inc, Canada as Manager Compiler Group, where he headed the group for developing Compiler Tool Chain and Porting of Operating Systems for the BLACKfin processor. The processor development was a joint venture by Intel and Analog Devices. In 2002 Lineo Inc., was taken over by another company, so he joined Aalborg University Denmark as an Assistant Professor.\nProfessor Akbar has truly a multi-disciplined career and he continued his legacy and making progress in many areas of his interests both in teaching and research. He has contributed in stochastic estimation of control area especially, in the Multiple Target Tracking and Interactive Multiple Model (IMM) research, Ball & Beam Control Problem, Robotics, Levitation Control. He has contributed in developing Algorithms for Fingerprint Matching, Computer Vision and Face Recognition. He has been supervising Pattern Recognition, Formal Languages and Distributed Processing projects for several years. He has reviewed many books on Management, Computer Science. Currently, he is an active and permanent reviewer for many international conferences and symposia and the program committee member for many international conferences.\nIn teaching he has taught the core computer science subjects like, Digital Design, Real Time Embedded System Programming, Operating Systems, Software Engineering, Data Structures, Databases, Compiler Construction. In the Engineering side, Digital Signal Processing, Computer Architecture, Electronics Devices, Digital Filtering and Engineering Management.\nApart from his Academic Interest and activities he loves sport especially, Cricket, Football, Snooker and Squash. He plays cricket for Esbjerg city in the second division team as an opener wicket keeper batsman. He is a very good player of squash but has not played squash since his arrival in Denmark.",institutionString:null,institution:null},{id:"611",title:"Prof.",name:"T",middleName:null,surname:"Nagarajan",slug:"t-nagarajan",fullName:"T Nagarajan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Universiti Teknologi Petronas",country:{name:"Malaysia"}}}],filtersByRegion:[{group:"region",caption:"North America",value:1,count:6675},{group:"region",caption:"Middle and South America",value:2,count:5955},{group:"region",caption:"Africa",value:3,count:2459},{group:"region",caption:"Asia",value:4,count:12718},{group:"region",caption:"Australia and Oceania",value:5,count:1017},{group:"region",caption:"Europe",value:6,count:17720}],offset:12,limit:12,total:134177},chapterEmbeded:{data:{}},editorApplication:{success:null,errors:{}},ofsBooks:{filterParams:{},books:[{type:"book",id:"9985",title:"Geostatistics",subtitle:null,isOpenForSubmission:!0,hash:"423cb3896195a618c4acb493ce4fd23d",slug:null,bookSignature:"Prof. Jeffrey M. Yarus, Dr. Marko Maucec, Dr. Timothy C. Coburn and Associate Prof. Michael Pyrcz",coverURL:"https://cdn.intechopen.com/books/images_new/9985.jpg",editedByType:null,editors:[{id:"78011",title:"Prof.",name:"Jeffrey M.",surname:"Yarus",slug:"jeffrey-m.-yarus",fullName:"Jeffrey M. Yarus"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10845",title:"Marine Ecosystems - Biodiversity, Ecosystem Services and Human Impacts",subtitle:null,isOpenForSubmission:!0,hash:"727e7eb3d4ba529ec5eb4f150e078523",slug:null,bookSignature:"Dr. Ana M.M. Marta Gonçalves",coverURL:"https://cdn.intechopen.com/books/images_new/10845.jpg",editedByType:null,editors:[{id:"320124",title:"Dr.",name:"Ana M.M.",surname:"Gonçalves",slug:"ana-m.m.-goncalves",fullName:"Ana M.M. Gonçalves"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11027",title:"Basics of Hypoglycemia",subtitle:null,isOpenForSubmission:!0,hash:"98ebc1e36d02be82c204b8fd5d24f97a",slug:null,bookSignature:"Dr. Alok Raghav",coverURL:"https://cdn.intechopen.com/books/images_new/11027.jpg",editedByType:null,editors:[{id:"334465",title:"Dr.",name:"Alok",surname:"Raghav",slug:"alok-raghav",fullName:"Alok Raghav"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11124",title:"Next-Generation Textiles",subtitle:null,isOpenForSubmission:!0,hash:"093f9e26bb829b8d414d13626aea1086",slug:null,bookSignature:"Dr. Hassan Ibrahim",coverURL:"https://cdn.intechopen.com/books/images_new/11124.jpg",editedByType:null,editors:[{id:"90645",title:"Dr.",name:"Hassan",surname:"Ibrahim",slug:"hassan-ibrahim",fullName:"Hassan Ibrahim"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11168",title:"Sulfur Industry",subtitle:null,isOpenForSubmission:!0,hash:"39d4f4522a9f465bfe15ec2d85ef8861",slug:null,bookSignature:"Dr. Enos Wamalwa Wambu and Dr. Esther Nthiga",coverURL:"https://cdn.intechopen.com/books/images_new/11168.jpg",editedByType:null,editors:[{id:"187655",title:"Dr.",name:"Enos",surname:"Wambu",slug:"enos-wambu",fullName:"Enos Wambu"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11254",title:"Optical Coherence Tomography",subtitle:null,isOpenForSubmission:!0,hash:"a958c09ceaab1fc44c1dd0a817f48c92",slug:null,bookSignature:"",coverURL:"https://cdn.intechopen.com/books/images_new/11254.jpg",editedByType:null,editors:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11273",title:"Ankylosing Spondylitis",subtitle:null,isOpenForSubmission:!0,hash:"e07e8cf78550507643fbcf71a6a9d48b",slug:null,bookSignature:"Dr. Jacome Bruges Armas",coverURL:"https://cdn.intechopen.com/books/images_new/11273.jpg",editedByType:null,editors:[{id:"70522",title:"Dr.",name:"Jacome",surname:"Bruges Armas",slug:"jacome-bruges-armas",fullName:"Jacome Bruges Armas"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11369",title:"RNA Viruses",subtitle:null,isOpenForSubmission:!0,hash:"52f8a3a1486912beae40b34ac557fed3",slug:null,bookSignature:"Ph.D. Yogendra Shah",coverURL:"https://cdn.intechopen.com/books/images_new/11369.jpg",editedByType:null,editors:[{id:"278914",title:"Ph.D.",name:"Yogendra",surname:"Shah",slug:"yogendra-shah",fullName:"Yogendra Shah"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11433",title:"Human Migration in the Last Three Centuries",subtitle:null,isOpenForSubmission:!0,hash:"9836df9e82aa9f82e3852a60204909a8",slug:null,bookSignature:"Dr. Ingrid Muenstermann",coverURL:"https://cdn.intechopen.com/books/images_new/11433.jpg",editedByType:null,editors:[{id:"77112",title:"Dr.",name:"Ingrid",surname:"Muenstermann",slug:"ingrid-muenstermann",fullName:"Ingrid Muenstermann"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11434",title:"Indigenous Populations - Perspectives From Scholars and Practitioners in Contemporary Times",subtitle:null,isOpenForSubmission:!0,hash:"c0d1c1c93a36fd9d726445966316a373",slug:null,bookSignature:"Dr. Sylvanus Gbendazhi Barnabas",coverURL:"https://cdn.intechopen.com/books/images_new/11434.jpg",editedByType:null,editors:[{id:"293764",title:"Dr.",name:"Sylvanus",surname:"Barnabas",slug:"sylvanus-barnabas",fullName:"Sylvanus Barnabas"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11436",title:"Beauty - Evolutionary, Social and Cultural Perspectives on Attractiveness",subtitle:null,isOpenForSubmission:!0,hash:"8f2773e5d4ffe767f38dd15712258e8c",slug:null,bookSignature:"Dr. Farid Pazhoohi",coverURL:"https://cdn.intechopen.com/books/images_new/11436.jpg",editedByType:null,editors:[{id:"470837",title:"Dr.",name:"Farid",surname:"Pazhoohi",slug:"farid-pazhoohi",fullName:"Farid Pazhoohi"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11437",title:"Social Media - Risks and Opportunities",subtitle:null,isOpenForSubmission:!0,hash:"000e31f2e2f7295805e9a3864158ad63",slug:null,bookSignature:"Dr. Shafizan Mohamed and Dr. Shazleen Mohamed",coverURL:"https://cdn.intechopen.com/books/images_new/11437.jpg",editedByType:null,editors:[{id:"302450",title:"Associate Prof.",name:"Shafizan",surname:"Mohamed",slug:"shafizan-mohamed",fullName:"Shafizan Mohamed"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],filtersByTopic:[{group:"topic",caption:"Agricultural and Biological Sciences",value:5,count:38},{group:"topic",caption:"Biochemistry, Genetics and Molecular Biology",value:6,count:13},{group:"topic",caption:"Business, Management and Economics",value:7,count:7},{group:"topic",caption:"Chemistry",value:8,count:23},{group:"topic",caption:"Computer and Information Science",value:9,count:24},{group:"topic",caption:"Earth and Planetary Sciences",value:10,count:15},{group:"topic",caption:"Engineering",value:11,count:65},{group:"topic",caption:"Environmental Sciences",value:12,count:10},{group:"topic",caption:"Immunology and Microbiology",value:13,count:16},{group:"topic",caption:"Materials Science",value:14,count:25},{group:"topic",caption:"Mathematics",value:15,count:11},{group:"topic",caption:"Medicine",value:16,count:116},{group:"topic",caption:"Nanotechnology and Nanomaterials",value:17,count:6},{group:"topic",caption:"Neuroscience",value:18,count:4},{group:"topic",caption:"Pharmacology, Toxicology and Pharmaceutical Science",value:19,count:9},{group:"topic",caption:"Physics",value:20,count:9},{group:"topic",caption:"Psychology",value:21,count:10},{group:"topic",caption:"Robotics",value:22,count:2},{group:"topic",caption:"Social Sciences",value:23,count:9},{group:"topic",caption:"Veterinary Medicine and Science",value:25,count:4}],offset:12,limit:12,total:666},popularBooks:{featuredBooks:[{type:"book",id:"10858",title:"MOOC (Massive Open Online Courses)",subtitle:null,isOpenForSubmission:!1,hash:"d32f86793bc72dde32532f509b1ec5b0",slug:"mooc-massive-open-online-courses-",bookSignature:"Dragan Cvetković",coverURL:"https://cdn.intechopen.com/books/images_new/10858.jpg",editors:[{id:"101330",title:"Dr.",name:"Dragan",middleName:"Mladen",surname:"Cvetković",slug:"dragan-cvetkovic",fullName:"Dragan Cvetković"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10195",title:"Serotonin and the CNS",subtitle:"New Developments in Pharmacology and Therapeutics",isOpenForSubmission:!1,hash:"7ed9d96da98233a885bd2869a8056c36",slug:"serotonin-and-the-cns-new-developments-in-pharmacology-and-therapeutics",bookSignature:"Berend Olivier",coverURL:"https://cdn.intechopen.com/books/images_new/10195.jpg",editors:[{id:"71579",title:"Prof.",name:"Berend",middleName:null,surname:"Olivier",slug:"berend-olivier",fullName:"Berend Olivier"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10755",title:"Corporate Governance",subtitle:"Recent Advances and Perspectives",isOpenForSubmission:!1,hash:"ffe06d1d5c4bf0fc2e63511825fe1257",slug:"corporate-governance-recent-advances-and-perspectives",bookSignature:"Okechukwu Lawrence Emeagwali and Feyza Bhatti",coverURL:"https://cdn.intechopen.com/books/images_new/10755.jpg",editors:[{id:"196317",title:"Associate Prof.",name:"Okechukwu Lawrence",middleName:null,surname:"Emeagwali",slug:"okechukwu-lawrence-emeagwali",fullName:"Okechukwu Lawrence Emeagwali"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11120",title:"Environmental Impact and Remediation of Heavy Metals",subtitle:null,isOpenForSubmission:!1,hash:"9e77514288e7394f1e6cd13481af3509",slug:"environmental-impact-and-remediation-of-heavy-metals",bookSignature:"Hosam M. Saleh and Amal I. Hassan",coverURL:"https://cdn.intechopen.com/books/images_new/11120.jpg",editors:[{id:"144691",title:"Prof.",name:"Hosam M.",middleName:null,surname:"Saleh",slug:"hosam-m.-saleh",fullName:"Hosam M. Saleh"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10901",title:"Grapes and Wine",subtitle:null,isOpenForSubmission:!1,hash:"5d7f2aa74874444bc6986e613ccebd7c",slug:"grapes-and-wine",bookSignature:"Antonio Morata, Iris Loira and Carmen González",coverURL:"https://cdn.intechopen.com/books/images_new/10901.jpg",editors:[{id:"180952",title:"Prof.",name:"Antonio",middleName:null,surname:"Morata",slug:"antonio-morata",fullName:"Antonio Morata"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11080",title:"Engineering Principles",subtitle:"Welding and Residual Stresses",isOpenForSubmission:!1,hash:"6c07a13a113bce94174b40096f30fb5e",slug:"engineering-principles-welding-and-residual-stresses",bookSignature:"Kavian Omar Cooke and Ronaldo Câmara Cozza",coverURL:"https://cdn.intechopen.com/books/images_new/11080.jpg",editors:[{id:"138778",title:"Dr.",name:"Kavian",middleName:"Omar",surname:"Cooke",slug:"kavian-cooke",fullName:"Kavian Cooke"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11332",title:"Essential Oils",subtitle:"Advances in Extractions and Biological Applications",isOpenForSubmission:!1,hash:"742e6cae3a35686f975edc8d7f9afa94",slug:"essential-oils-advances-in-extractions-and-biological-applications",bookSignature:"Mozaniel Santana de Oliveira and Eloisa Helena de Aguiar Andrade",coverURL:"https://cdn.intechopen.com/books/images_new/11332.jpg",editors:[{id:"195290",title:"Ph.D.",name:"Mozaniel",middleName:null,surname:"Santana De Oliveira",slug:"mozaniel-santana-de-oliveira",fullName:"Mozaniel Santana De Oliveira"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11029",title:"Hepatitis B",subtitle:null,isOpenForSubmission:!1,hash:"609701f502efc3538c112ff47a2c2119",slug:"hepatitis-b",bookSignature:"Luis Rodrigo",coverURL:"https://cdn.intechopen.com/books/images_new/11029.jpg",editors:[{id:"73208",title:"Prof.",name:"Luis",middleName:null,surname:"Rodrigo",slug:"luis-rodrigo",fullName:"Luis Rodrigo"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9537",title:"Human Rights in the Contemporary World",subtitle:null,isOpenForSubmission:!1,hash:"54f05b93812fd434f3962956d6413a6b",slug:"human-rights-in-the-contemporary-world",bookSignature:"Trudy Corrigan",coverURL:"https://cdn.intechopen.com/books/images_new/9537.jpg",editors:[{id:"197557",title:"Dr.",name:"Trudy",middleName:null,surname:"Corrigan",slug:"trudy-corrigan",fullName:"Trudy Corrigan"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11371",title:"Cerebral Circulation",subtitle:"Updates on Models, Diagnostics and Treatments of Related Diseases",isOpenForSubmission:!1,hash:"e2d3335445d2852d0b906bb9750e939f",slug:"cerebral-circulation-updates-on-models-diagnostics-and-treatments-of-related-diseases",bookSignature:"Alba Scerrati, Luca Ricciardi and Flavia Dones",coverURL:"https://cdn.intechopen.com/books/images_new/11371.jpg",editors:[{id:"182614",title:"Dr.",name:"Alba",middleName:null,surname:"Scerrati",slug:"alba-scerrati",fullName:"Alba Scerrati"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11012",title:"Radiopharmaceuticals",subtitle:"Current Research for Better Diagnosis and Therapy",isOpenForSubmission:!1,hash:"f9046d6f96148b285e776f384991120d",slug:"radiopharmaceuticals-current-research-for-better-diagnosis-and-therapy",bookSignature:"Farid A. Badria",coverURL:"https://cdn.intechopen.com/books/images_new/11012.jpg",editors:[{id:"41865",title:"Prof.",name:"Farid A.",middleName:null,surname:"Badria",slug:"farid-a.-badria",fullName:"Farid A. Badria"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9974",title:"E-Learning and Digital Education in the Twenty-First Century",subtitle:null,isOpenForSubmission:!1,hash:"88b58d66e975df20425fc1dfd22d53aa",slug:"e-learning-and-digital-education-in-the-twenty-first-century",bookSignature:"M. Mahruf C. Shohel",coverURL:"https://cdn.intechopen.com/books/images_new/9974.jpg",editors:[{id:"94099",title:"Dr.",name:"M. Mahruf C.",middleName:null,surname:"Shohel",slug:"m.-mahruf-c.-shohel",fullName:"M. Mahruf C. Shohel"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],offset:12,limit:12,total:4431},hotBookTopics:{hotBooks:[],offset:0,limit:12,total:null},publish:{},publishingProposal:{success:null,errors:{}},books:{featuredBooks:[{type:"book",id:"10858",title:"MOOC (Massive Open Online Courses)",subtitle:null,isOpenForSubmission:!1,hash:"d32f86793bc72dde32532f509b1ec5b0",slug:"mooc-massive-open-online-courses-",bookSignature:"Dragan Cvetković",coverURL:"https://cdn.intechopen.com/books/images_new/10858.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:1677,editors:[{id:"101330",title:"Dr.",name:"Dragan",middleName:"Mladen",surname:"Cvetković",slug:"dragan-cvetkovic",fullName:"Dragan Cvetković"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10195",title:"Serotonin and the CNS",subtitle:"New Developments in Pharmacology and Therapeutics",isOpenForSubmission:!1,hash:"7ed9d96da98233a885bd2869a8056c36",slug:"serotonin-and-the-cns-new-developments-in-pharmacology-and-therapeutics",bookSignature:"Berend Olivier",coverURL:"https://cdn.intechopen.com/books/images_new/10195.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:1337,editors:[{id:"71579",title:"Prof.",name:"Berend",middleName:null,surname:"Olivier",slug:"berend-olivier",fullName:"Berend Olivier"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10755",title:"Corporate Governance",subtitle:"Recent Advances and Perspectives",isOpenForSubmission:!1,hash:"ffe06d1d5c4bf0fc2e63511825fe1257",slug:"corporate-governance-recent-advances-and-perspectives",bookSignature:"Okechukwu Lawrence Emeagwali and Feyza Bhatti",coverURL:"https://cdn.intechopen.com/books/images_new/10755.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:1309,editors:[{id:"196317",title:"Associate Prof.",name:"Okechukwu Lawrence",middleName:null,surname:"Emeagwali",slug:"okechukwu-lawrence-emeagwali",fullName:"Okechukwu Lawrence Emeagwali"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11120",title:"Environmental Impact and Remediation of Heavy Metals",subtitle:null,isOpenForSubmission:!1,hash:"9e77514288e7394f1e6cd13481af3509",slug:"environmental-impact-and-remediation-of-heavy-metals",bookSignature:"Hosam M. Saleh and Amal I. Hassan",coverURL:"https://cdn.intechopen.com/books/images_new/11120.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:847,editors:[{id:"144691",title:"Prof.",name:"Hosam M.",middleName:null,surname:"Saleh",slug:"hosam-m.-saleh",fullName:"Hosam M. Saleh"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10901",title:"Grapes and Wine",subtitle:null,isOpenForSubmission:!1,hash:"5d7f2aa74874444bc6986e613ccebd7c",slug:"grapes-and-wine",bookSignature:"Antonio Morata, Iris Loira and Carmen González",coverURL:"https://cdn.intechopen.com/books/images_new/10901.jpg",publishedDate:"June 15th 2022",numberOfDownloads:2273,editors:[{id:"180952",title:"Prof.",name:"Antonio",middleName:null,surname:"Morata",slug:"antonio-morata",fullName:"Antonio Morata"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11080",title:"Engineering Principles",subtitle:"Welding and Residual Stresses",isOpenForSubmission:!1,hash:"6c07a13a113bce94174b40096f30fb5e",slug:"engineering-principles-welding-and-residual-stresses",bookSignature:"Kavian Omar Cooke and Ronaldo Câmara Cozza",coverURL:"https://cdn.intechopen.com/books/images_new/11080.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:591,editors:[{id:"138778",title:"Dr.",name:"Kavian",middleName:"Omar",surname:"Cooke",slug:"kavian-cooke",fullName:"Kavian Cooke"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11332",title:"Essential Oils",subtitle:"Advances in Extractions and Biological Applications",isOpenForSubmission:!1,hash:"742e6cae3a35686f975edc8d7f9afa94",slug:"essential-oils-advances-in-extractions-and-biological-applications",bookSignature:"Mozaniel Santana de Oliveira and Eloisa Helena de Aguiar Andrade",coverURL:"https://cdn.intechopen.com/books/images_new/11332.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:515,editors:[{id:"195290",title:"Ph.D.",name:"Mozaniel",middleName:null,surname:"Santana De Oliveira",slug:"mozaniel-santana-de-oliveira",fullName:"Mozaniel Santana De Oliveira"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11029",title:"Hepatitis B",subtitle:null,isOpenForSubmission:!1,hash:"609701f502efc3538c112ff47a2c2119",slug:"hepatitis-b",bookSignature:"Luis Rodrigo",coverURL:"https://cdn.intechopen.com/books/images_new/11029.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:413,editors:[{id:"73208",title:"Prof.",name:"Luis",middleName:null,surname:"Rodrigo",slug:"luis-rodrigo",fullName:"Luis Rodrigo"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9537",title:"Human Rights in the Contemporary World",subtitle:null,isOpenForSubmission:!1,hash:"54f05b93812fd434f3962956d6413a6b",slug:"human-rights-in-the-contemporary-world",bookSignature:"Trudy Corrigan",coverURL:"https://cdn.intechopen.com/books/images_new/9537.jpg",publishedDate:"June 8th 2022",numberOfDownloads:2194,editors:[{id:"197557",title:"Dr.",name:"Trudy",middleName:null,surname:"Corrigan",slug:"trudy-corrigan",fullName:"Trudy Corrigan"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11371",title:"Cerebral Circulation",subtitle:"Updates on Models, Diagnostics and Treatments of Related Diseases",isOpenForSubmission:!1,hash:"e2d3335445d2852d0b906bb9750e939f",slug:"cerebral-circulation-updates-on-models-diagnostics-and-treatments-of-related-diseases",bookSignature:"Alba Scerrati, Luca Ricciardi and Flavia Dones",coverURL:"https://cdn.intechopen.com/books/images_new/11371.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:341,editors:[{id:"182614",title:"Dr.",name:"Alba",middleName:null,surname:"Scerrati",slug:"alba-scerrati",fullName:"Alba Scerrati"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],latestBooks:[{type:"book",id:"11043",title:"Endometriosis",subtitle:"Recent Advances, New Perspectives and Treatments",isOpenForSubmission:!1,hash:"7baf1c70b11d41400bb9302ae9411ca4",slug:"endometriosis-recent-advances-new-perspectives-and-treatments",bookSignature:"Giovana Ap. Gonçalves",coverURL:"https://cdn.intechopen.com/books/images_new/11043.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"185930",title:"Associate Prof.",name:"Giovana",middleName:null,surname:"Gonçalves",slug:"giovana-goncalves",fullName:"Giovana Gonçalves"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10536",title:"Campylobacter",subtitle:null,isOpenForSubmission:!1,hash:"c4b132b741dd0a2ed539b824ab63965f",slug:"campylobacter",bookSignature:"Guillermo Tellez-Isaias and Saeed El-Ashram",coverURL:"https://cdn.intechopen.com/books/images_new/10536.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"73465",title:"Dr.",name:"Guillermo",middleName:null,surname:"Téllez",slug:"guillermo-tellez",fullName:"Guillermo Téllez"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10798",title:"Starch",subtitle:"Evolution and Recent Advances",isOpenForSubmission:!1,hash:"f197f6062c1574a9a90e50a369271bcf",slug:"starch-evolution-and-recent-advances",bookSignature:"Martins Ochubiojo Emeje",coverURL:"https://cdn.intechopen.com/books/images_new/10798.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"94311",title:"Prof.",name:"Martins",middleName:"Ochubiojo",surname:"Ochubiojo Emeje",slug:"martins-ochubiojo-emeje",fullName:"Martins Ochubiojo Emeje"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11083",title:"Hazardous Waste Management",subtitle:null,isOpenForSubmission:!1,hash:"d553bd4f6f1c4b115ca69bd19faac7dc",slug:"hazardous-waste-management",bookSignature:"Rajesh Banu Jeyakumar, Kavitha Sankarapandian and Yukesh Kannah Ravi",coverURL:"https://cdn.intechopen.com/books/images_new/11083.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"218539",title:"Dr.",name:"Rajesh Banu",middleName:null,surname:"Jeyakumar",slug:"rajesh-banu-jeyakumar",fullName:"Rajesh Banu Jeyakumar"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10848",title:"Tribology of Machine Elements",subtitle:"Fundamentals and Applications",isOpenForSubmission:!1,hash:"3c4ca4c4692ca8d4fa749b4ae81ec1fa",slug:"tribology-of-machine-elements-fundamentals-and-applications",bookSignature:"Giuseppe Pintaude, Tiago Cousseau and Anna Rudawska",coverURL:"https://cdn.intechopen.com/books/images_new/10848.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"18347",title:"Prof.",name:"Giuseppe",middleName:null,surname:"Pintaude",slug:"giuseppe-pintaude",fullName:"Giuseppe Pintaude"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10856",title:"Crude Oil",subtitle:"New Technologies and Recent Approaches",isOpenForSubmission:!1,hash:"8d0a7ca35b3de95b295dc4eab39a087e",slug:"crude-oil-new-technologies-and-recent-approaches",bookSignature:"Manar Elsayed Abdel-Raouf and Mohamed Hasan El-Keshawy",coverURL:"https://cdn.intechopen.com/books/images_new/10856.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"102626",title:"Prof.",name:"Manar",middleName:null,surname:"Elsayed Abdel-Raouf",slug:"manar-elsayed-abdel-raouf",fullName:"Manar Elsayed Abdel-Raouf"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9625",title:"Spinocerebellar Ataxia",subtitle:"Concepts, Particularities and Generalities",isOpenForSubmission:!1,hash:"365a7025fd46eb45de2549bdd9d50b98",slug:"spinocerebellar-ataxia-concepts-particularities-and-generalities",bookSignature:"Patricia Bozzetto Ambrosi",coverURL:"https://cdn.intechopen.com/books/images_new/9625.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"221787",title:"Dr.",name:"Patricia",middleName:null,surname:"Bozzetto Ambrosi",slug:"patricia-bozzetto-ambrosi",fullName:"Patricia Bozzetto Ambrosi"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10905",title:"Plant Defense Mechanisms",subtitle:null,isOpenForSubmission:!1,hash:"84ad5b27dde5f01dc76087d0fd6fa834",slug:"plant-defense-mechanisms",bookSignature:"Josphert Ngui Kimatu",coverURL:"https://cdn.intechopen.com/books/images_new/10905.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"224171",title:"Prof.",name:"Josphert N.",middleName:null,surname:"Kimatu",slug:"josphert-n.-kimatu",fullName:"Josphert N. Kimatu"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10686",title:"Natural Gas",subtitle:"New Perspectives and Future Developments",isOpenForSubmission:!1,hash:"581763788a6a59e653a9d1d9b5a42d79",slug:"natural-gas-new-perspectives-and-future-developments",bookSignature:"Maryam Takht Ravanchi",coverURL:"https://cdn.intechopen.com/books/images_new/10686.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"2416",title:"Dr.",name:"Maryam",middleName:null,surname:"Takht Ravanchi",slug:"maryam-takht-ravanchi",fullName:"Maryam Takht Ravanchi"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10988",title:"Railway Transport Planning and Manageme",subtitle:null,isOpenForSubmission:!1,hash:"5cb54cc53caedad9ec78372563c82e2c",slug:"railway-transport-planning-and-management",bookSignature:"Stefano de Luca, Roberta Di Pace and Chiara Fiori",coverURL:"https://cdn.intechopen.com/books/images_new/10988.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"271061",title:"Prof.",name:"Stefano",middleName:null,surname:"de Luca",slug:"stefano-de-luca",fullName:"Stefano de Luca"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},subject:{topic:{id:"29",title:"Agronomy",slug:"agronomy",parent:{id:"5",title:"Agricultural and Biological Sciences",slug:"agricultural-and-biological-sciences"},numberOfBooks:54,numberOfSeries:0,numberOfAuthorsAndEditors:1493,numberOfWosCitations:1638,numberOfCrossrefCitations:1239,numberOfDimensionsCitations:2715,videoUrl:null,fallbackUrl:null,description:null},booksByTopicFilter:{topicId:"29",sort:"-publishedDate",limit:12,offset:0},booksByTopicCollection:[{type:"book",id:"10774",title:"Model Organisms in Plant Genetics",subtitle:null,isOpenForSubmission:!1,hash:"f6624b58571ac10c9b636c5d85ec5e54",slug:"model-organisms-in-plant-genetics",bookSignature:"Ibrokhim Y. Abdurakhmonov",coverURL:"https://cdn.intechopen.com/books/images_new/10774.jpg",editedByType:"Edited by",editors:[{id:"213344",title:"Prof.",name:"Ibrokhim Y.",middleName:null,surname:"Abdurakhmonov",slug:"ibrokhim-y.-abdurakhmonov",fullName:"Ibrokhim Y. Abdurakhmonov"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9670",title:"Current Trends in Wheat Research",subtitle:null,isOpenForSubmission:!1,hash:"89d795987f1747a76eee532700d2093d",slug:"current-trends-in-wheat-research",bookSignature:"Mahmood-ur-Rahman Ansari",coverURL:"https://cdn.intechopen.com/books/images_new/9670.jpg",editedByType:"Edited by",editors:[{id:"185476",title:"Dr.",name:"Mahmood-ur-Rahman",middleName:null,surname:"Ansari",slug:"mahmood-ur-rahman-ansari",fullName:"Mahmood-ur-Rahman Ansari"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10896",title:"Integrative Advances in Rice Research",subtitle:null,isOpenForSubmission:!1,hash:"47659401ffe512c28313440110c0a903",slug:"integrative-advances-in-rice-research",bookSignature:"Min Huang",coverURL:"https://cdn.intechopen.com/books/images_new/10896.jpg",editedByType:"Edited by",editors:[{id:"189829",title:"Dr.",name:"Min",middleName:null,surname:"Huang",slug:"min-huang",fullName:"Min Huang"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11571",title:"Cereal Grains",subtitle:"Volume 2",isOpenForSubmission:!1,hash:"2c4003ff225208126f1e2386eefa4d5a",slug:"cereal-grains-volume-2",bookSignature:"Aakash Kumar Goyal",coverURL:"https://cdn.intechopen.com/books/images_new/11571.jpg",editedByType:"Edited by",editors:[{id:"97604",title:"Dr.",name:"Aakash K.",middleName:null,surname:"Goyal",slug:"aakash-k.-goyal",fullName:"Aakash K. Goyal"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10499",title:"Next-Generation Greenhouses for Food Security",subtitle:null,isOpenForSubmission:!1,hash:"456f82c97eafad5734cd36c48e167781",slug:"next-generation-greenhouses-for-food-security",bookSignature:"Redmond R. Shamshiri",coverURL:"https://cdn.intechopen.com/books/images_new/10499.jpg",editedByType:"Edited by",editors:[{id:"203413",title:"Dr.",name:"Redmond R.",middleName:null,surname:"Shamshiri",slug:"redmond-r.-shamshiri",fullName:"Redmond R. Shamshiri"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9643",title:"Agrometeorology",subtitle:null,isOpenForSubmission:!1,hash:"492510d45d202e73a8a7d6eb6cc60be8",slug:"agrometeorology",bookSignature:"Ram Swaroop Meena",coverURL:"https://cdn.intechopen.com/books/images_new/9643.jpg",editedByType:"Edited by",editors:[{id:"315343",title:"Dr.",name:"Ram Swaroop",middleName:null,surname:"Meena",slug:"ram-swaroop-meena",fullName:"Ram Swaroop Meena"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9685",title:"Agroecosystems",subtitle:"Very Complex Environmental Systems",isOpenForSubmission:!1,hash:"c44f7b43a9f9610c243dc32300d37df6",slug:"agroecosystems-very-complex-environmental-systems",bookSignature:"Marcelo L. Larramendy and Sonia Soloneski",coverURL:"https://cdn.intechopen.com/books/images_new/9685.jpg",editedByType:"Edited by",editors:[{id:"14764",title:"Dr.",name:"Marcelo L.",middleName:null,surname:"Larramendy",slug:"marcelo-l.-larramendy",fullName:"Marcelo L. Larramendy"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9669",title:"Recent Advances in Rice Research",subtitle:null,isOpenForSubmission:!1,hash:"12b06cc73e89af1e104399321cc16a75",slug:"recent-advances-in-rice-research",bookSignature:"Mahmood-ur- Rahman Ansari",coverURL:"https://cdn.intechopen.com/books/images_new/9669.jpg",editedByType:"Edited by",editors:[{id:"185476",title:"Dr.",name:"Mahmood-ur-Rahman",middleName:null,surname:"Ansari",slug:"mahmood-ur-rahman-ansari",fullName:"Mahmood-ur-Rahman Ansari"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9711",title:"Pests, Weeds and Diseases in Agricultural Crop and Animal Husbandry Production",subtitle:null,isOpenForSubmission:!1,hash:"12cf675f1e433135dd5bf5df7cec124f",slug:"pests-weeds-and-diseases-in-agricultural-crop-and-animal-husbandry-production",bookSignature:"Dimitrios Kontogiannatos, Anna Kourti and Kassio Ferreira Mendes",coverURL:"https://cdn.intechopen.com/books/images_new/9711.jpg",editedByType:"Edited by",editors:[{id:"196691",title:"Dr.",name:"Dimitrios",middleName:null,surname:"Kontogiannatos",slug:"dimitrios-kontogiannatos",fullName:"Dimitrios Kontogiannatos"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10134",title:"Organic Agriculture",subtitle:null,isOpenForSubmission:!1,hash:"a9866f9df52191cc505b27fb2abdc687",slug:"organic-agriculture",bookSignature:"Shaon Kumar Das",coverURL:"https://cdn.intechopen.com/books/images_new/10134.jpg",editedByType:"Edited by",editors:[{id:"182210",title:"Dr.",name:"Shaon Kumar",middleName:null,surname:"Das",slug:"shaon-kumar-das",fullName:"Shaon Kumar Das"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9712",title:"Genetic Transformation in Crops",subtitle:null,isOpenForSubmission:!1,hash:"c111fe32d4d7e3988e4ef2fd6775a265",slug:"genetic-transformation-in-crops",bookSignature:"Kin-Ying To",coverURL:"https://cdn.intechopen.com/books/images_new/9712.jpg",editedByType:"Edited by",editors:[{id:"310646",title:"Dr.",name:"Kin-Ying",middleName:null,surname:"To",slug:"kin-ying-to",fullName:"Kin-Ying To"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"8153",title:"Agronomy",subtitle:"Climate Change & Food Security",isOpenForSubmission:!1,hash:"2c01368bbeacbbedeb3681ea0c037dbe",slug:"agronomy-climate-change-food-security",bookSignature:"Amanullah",coverURL:"https://cdn.intechopen.com/books/images_new/8153.jpg",editedByType:"Edited by",editors:[{id:"178825",title:"Dr.",name:"Dr.",middleName:null,surname:"Amanullah",slug:"dr.-amanullah",fullName:"Dr. Amanullah"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],booksByTopicTotal:54,seriesByTopicCollection:[],seriesByTopicTotal:0,mostCitedChapters:[{id:"40178",doi:"10.5772/52583",title:"Molecular Markers and Marker-Assisted Breeding in Plants",slug:"molecular-markers-and-marker-assisted-breeding-in-plants",totalDownloads:23030,totalCrossrefCites:81,totalDimensionsCites:146,abstract:null,book:{id:"3060",slug:"plant-breeding-from-laboratories-to-fields",title:"Plant Breeding from Laboratories to Fields",fullTitle:"Plant Breeding from Laboratories to Fields"},signatures:"Guo-Liang Jiang",authors:[{id:"158810",title:"Dr.",name:"Guo-Liang",middleName:null,surname:"Jiang",slug:"guo-liang-jiang",fullName:"Guo-Liang Jiang"}]},{id:"33765",doi:"10.5772/37578",title:"Nutrient Solutions for Hydroponic Systems",slug:"nutrient-solutions-for-hydroponic-systems",totalDownloads:71704,totalCrossrefCites:11,totalDimensionsCites:66,abstract:null,book:{id:"1781",slug:"hydroponics-a-standard-methodology-for-plant-biological-researches",title:"Hydroponics",fullTitle:"Hydroponics - A Standard Methodology for Plant Biological Researches"},signatures:"Libia I. Trejo-Téllez and Fernando C. Gómez-Merino",authors:[{id:"113365",title:"Dr.",name:"Libia I.",middleName:null,surname:"Trejo-Téllez",slug:"libia-i.-trejo-tellez",fullName:"Libia I. Trejo-Téllez"},{id:"113414",title:"Dr.",name:"Fernando C.",middleName:null,surname:"Gómez-Merino",slug:"fernando-c.-gomez-merino",fullName:"Fernando C. Gómez-Merino"}]},{id:"45745",doi:"10.5772/56824",title:"Current Advances on Genetic Resistance to Rice Blast Disease",slug:"current-advances-on-genetic-resistance-to-rice-blast-disease",totalDownloads:4528,totalCrossrefCites:27,totalDimensionsCites:58,abstract:null,book:{id:"3554",slug:"rice-germplasm-genetics-and-improvement",title:"Rice",fullTitle:"Rice - Germplasm, Genetics and Improvement"},signatures:"Xueyan Wang, Seonghee Lee, Jichun Wang, Jianbing Ma, Tracy\nBianco and Yulin Jia",authors:[{id:"168971",title:"Dr.",name:"Yulin",middleName:null,surname:"Jia",slug:"yulin-jia",fullName:"Yulin Jia"}]},{id:"68945",doi:"10.5772/intechopen.88434",title:"Effect of Abiotic Stress on Crops",slug:"effect-of-abiotic-stress-on-crops",totalDownloads:1494,totalCrossrefCites:28,totalDimensionsCites:46,abstract:"Crop yield is mainly influenced by climatic factors, agronomic factors, pests and nutrient availability in the soil. Stress is any adverse environmental condition that hampers proper growth of plant. Abiotic stress creates adverse effect on multiple procedures of morphology, biochemistry and physiology that are directly connected with growth and yield of plant. Abiotic stress are quantitative trait hence genes linked to these traits can be identified and used to select desirable alleles responsible for tolerance in plant. Plants can initiate a number of molecular, cellular and physiological modifications to react to and adapt to abiotic stress. Crop productivity is significantly affected by drought, salinity and cold. Abiotic stress reduce water availability to plant roots by increasing water soluble salts in soil and plants suffer from increased osmotic pressure outside the root. Physiological changes include lowering of leaf osmotic potential, water potential and relative water content, creation of nutritional imbalance, enhancing relative stress injury or one or more combination of these factors. Morphological and biochemical changes include changes in root and shoot length, number of leaves, secondary metabolite (glycine betaine, proline, MDA, abscisic acid) accumulation in plant, source and sink ratio. Proposed chapter will concentrate on enhancing plant response to abiotic stress and contemporary breeding application to increasing stress tolerance.",book:{id:"9345",slug:"sustainable-crop-production",title:"Sustainable Crop Production",fullTitle:"Sustainable Crop Production"},signatures:"Summy Yadav, Payal Modi, Akanksha Dave, Akdasbanu Vijapura, Disha Patel and Mohini Patel",authors:[{id:"186963",title:"Dr.",name:"Summy",middleName:null,surname:"Yadav",slug:"summy-yadav",fullName:"Summy Yadav"},{id:"308004",title:"Ms.",name:"Payal",middleName:null,surname:"Modi",slug:"payal-modi",fullName:"Payal Modi"},{id:"308005",title:"Ms.",name:"Akanksha",middleName:null,surname:"Dave",slug:"akanksha-dave",fullName:"Akanksha Dave"},{id:"308006",title:"Ms.",name:"Akdasbanu",middleName:null,surname:"Vijapara",slug:"akdasbanu-vijapara",fullName:"Akdasbanu Vijapara"},{id:"308007",title:"Ms.",name:"Disha",middleName:null,surname:"Patel",slug:"disha-patel",fullName:"Disha Patel"},{id:"308008",title:"Ms.",name:"Mohini",middleName:null,surname:"Patel",slug:"mohini-patel",fullName:"Mohini Patel"}]},{id:"45540",doi:"10.5772/56621",title:"Genes and QTLs for Rice Grain Quality Improvement",slug:"genes-and-qtls-for-rice-grain-quality-improvement",totalDownloads:3737,totalCrossrefCites:21,totalDimensionsCites:46,abstract:null,book:{id:"3554",slug:"rice-germplasm-genetics-and-improvement",title:"Rice",fullTitle:"Rice - Germplasm, Genetics and Improvement"},signatures:"Jinsong Bao",authors:[{id:"52135",title:"Dr.",name:"Jinsong",middleName:null,surname:"Bao",slug:"jinsong-bao",fullName:"Jinsong Bao"}]}],mostDownloadedChaptersLast30Days:[{id:"70658",title:"Factors Affecting Yield of Crops",slug:"factors-affecting-yield-of-crops",totalDownloads:4044,totalCrossrefCites:25,totalDimensionsCites:40,abstract:"A good understanding of dynamics involved in food production is critical for the improvement of food security. It has been demonstrated that an increase in crop yields significantly reduces poverty. Yield, the mass of harvest crop product in a specific area, is influenced by several factors. These factors are grouped in three basic categories known as technological (agricultural practices, managerial decision, etc.), biological (diseases, insects, pests, weeds) and environmental (climatic condition, soil fertility, topography, water quality, etc.). These factors account for yield differences from one region to another worldwide. The current chapter will discuss each of these three basic factors as well as providing some recommendations for overcoming them. In addition, it will provide the importance of climate-smart agriculture in the increase of crop yields while facilitating the achievement of crop production in safe environment. This goes in line with the second goal of 2030 Agenda for Sustainable Development of United Nations in transforming our world formulated as end hunger, achieve food security, improve nutrition and promote sustainable agriculture.",book:{id:"8153",slug:"agronomy-climate-change-food-security",title:"Agronomy",fullTitle:"Agronomy - Climate Change & Food Security"},signatures:"Tandzi Ngoune Liliane and Mutengwa Shelton Charles",authors:[{id:"313819",title:"Dr.",name:"Liliane",middleName:null,surname:"Tandzi",slug:"liliane-tandzi",fullName:"Liliane Tandzi"},{id:"314316",title:"Prof.",name:"Charles Shelton",middleName:null,surname:"Mutengwa",slug:"charles-shelton-mutengwa",fullName:"Charles Shelton Mutengwa"}]},{id:"40178",title:"Molecular Markers and Marker-Assisted Breeding in Plants",slug:"molecular-markers-and-marker-assisted-breeding-in-plants",totalDownloads:23030,totalCrossrefCites:81,totalDimensionsCites:146,abstract:null,book:{id:"3060",slug:"plant-breeding-from-laboratories-to-fields",title:"Plant Breeding from Laboratories to Fields",fullTitle:"Plant Breeding from Laboratories to Fields"},signatures:"Guo-Liang Jiang",authors:[{id:"158810",title:"Dr.",name:"Guo-Liang",middleName:null,surname:"Jiang",slug:"guo-liang-jiang",fullName:"Guo-Liang Jiang"}]},{id:"60074",title:"Pollen Germination in vitro",slug:"pollen-germination-in-vitro",totalDownloads:2759,totalCrossrefCites:1,totalDimensionsCites:1,abstract:"Pollen germination in vitro is a reliable method to test the pollen viability. It also addresses many basic questions in sexual reproduction and particularly useful in wide hybridization. Many pollen germination medium ranging from simple sugars to complex one having vitamins, growth regulators, etc. in addition to various minerals have been standardized to germinate pollen artificially. The different media, successful pollen germination methods, procedures from pollen germination studies with wheat, rye, brinjal, pigeonpea and its wild relatives are discussed.",book:{id:"6659",slug:"pollination-in-plants",title:"Pollination in Plants",fullTitle:"Pollination in Plants"},signatures:"Jayaprakash P",authors:[{id:"235465",title:"Dr.",name:"Jayaprakash",middleName:null,surname:"P",slug:"jayaprakash-p",fullName:"Jayaprakash P"}]},{id:"62376",title:"Genotype × Environment Interaction: A Prerequisite for Tomato Variety Development",slug:"genotype-environment-interaction-a-prerequisite-for-tomato-variety-development",totalDownloads:2297,totalCrossrefCites:1,totalDimensionsCites:6,abstract:"Tomato (Solanum lycopersicum L.) is the second most important vegetable crop in the world due to its high level of nutrition particularly in vitamins and antioxidants. It is grown in several ecologies of the world due to its adaptability and ease of cultivation. Besides field conditions, tomatoes are grown in controlled environments which range from hydroponics and simple high tunnel structures to highly automated screen houses in advanced countries. However, the yield and quality of the fruits are highly influenced by the environment. This results in unpredictable performances in different growing environments in terms of quality, a phenomenon known as genotype by environment (G × E) interaction which confounds selection efficiency. Various approaches are employed by plant breeders to evaluate and address the challenges posed by genotype by environment interaction. This chapter discusses various field and controlled environments for growing tomatoes and the effect of these environments on the performance of the crop. The various types of genotype × environment interactions and their effect of the tomato plant are discussed. Finally, efforts are made to suggest ways and methods of mitigating the confounding effects of genotype × environment interaction including statistical approaches.",book:{id:"6422",slug:"recent-advances-in-tomato-breeding-and-production",title:"Recent Advances in Tomato Breeding and Production",fullTitle:"Recent Advances in Tomato Breeding and Production"},signatures:"Michael Kwabena Osei, Benjamin Annor, Joseph Adjebeng-\nDanquah, Agyemang Danquah, Eric Danquah, Essie Blay and Hans\nAdu-Dapaah",authors:[{id:"204223",title:"Dr.",name:"Agyemang",middleName:null,surname:"Danquah",slug:"agyemang-danquah",fullName:"Agyemang Danquah"},{id:"217531",title:"M.Sc.",name:"Michael Kwabena",middleName:null,surname:"Osei",slug:"michael-kwabena-osei",fullName:"Michael Kwabena Osei"},{id:"217760",title:"Dr.",name:"Joseph",middleName:null,surname:"Adjebeng-Danquah",slug:"joseph-adjebeng-danquah",fullName:"Joseph Adjebeng-Danquah"},{id:"217768",title:"MSc.",name:"Benjamin",middleName:null,surname:"Annor",slug:"benjamin-annor",fullName:"Benjamin Annor"},{id:"247378",title:"Dr.",name:"Eric Y.",middleName:null,surname:"Danquah",slug:"eric-y.-danquah",fullName:"Eric Y. Danquah"},{id:"248095",title:"Prof.",name:"Essie",middleName:null,surname:"Blay",slug:"essie-blay",fullName:"Essie Blay"},{id:"248096",title:"Prof.",name:"Hans",middleName:null,surname:"Adu-Dapaah",slug:"hans-adu-dapaah",fullName:"Hans Adu-Dapaah"}]},{id:"45153",title:"Irrigation of Sandy Soils, Basics and Scheduling",slug:"irrigation-of-sandy-soils-basics-and-scheduling",totalDownloads:5600,totalCrossrefCites:4,totalDimensionsCites:10,abstract:null,book:{id:"3357",slug:"crop-production",title:"Crop Production",fullTitle:"Crop Production"},signatures:"Mohamed S. Alhammadi and Ali M. Al-Shrouf",authors:[{id:"78245",title:"Dr.",name:"Mohamed",middleName:"Salman",surname:"Alhammadi",slug:"mohamed-alhammadi",fullName:"Mohamed Alhammadi"},{id:"159904",title:"Mr.",name:"Ali",middleName:null,surname:"Al-Shrouf",slug:"ali-al-shrouf",fullName:"Ali Al-Shrouf"}]}],onlineFirstChaptersFilter:{topicId:"29",limit:6,offset:0},onlineFirstChaptersCollection:[{id:"81888",title:"Reducing Soil Compaction from Equipment to Enhance Agricultural Sustainability",slug:"reducing-soil-compaction-from-equipment-to-enhance-agricultural-sustainability",totalDownloads:16,totalDimensionsCites:0,doi:"10.5772/intechopen.104489",abstract:"The compaction of agricultural soils cannot be solved, only managed. As a compressible media, soil travel without causing some collapse of the existing structure is impossible. If left uncorrected, farmers can see up to a 50% reduction in yield from long-term compaction. This chapter will describe the effects of soil compaction on the environment, crop quality, and economic sustainability. The base causes will be examined, along with the engineering designs for vehicles that minimize the problem. The tracks versus tires debate will be thoroughly discussed, and the advantages and disadvantages of each system will be detailed. It will be shown that although tires represent the likely current best economic option for vehicle support, the potential of tracks to reduce compaction has been fully exploited. The advantages of four-wheel drive vehicles in reducing soil compaction will be shown, along with the mitigation potential of independently driven wheels and active soil interaction feedback loops. The design of crop production tillage equipment and tillage tool working points will be explored, along with the concept of critical tillage depth. Equipment for compaction relief will also be discussed, as will the sustainable agricultural protocols of cover crops, crop rotation, and controlled traffic farming.",book:{id:"11357",title:"Sustainable Crop Production - Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/11357.jpg"},signatures:"Michael M. Boland, Young U. Choi, Daniel G. Foley, Matthew S. Gobel, Nathan C. Sprague, Santiago Guevara-Ocana, Yury A. Kuleshov and Robert M. Stwalley III"},{id:"81378",title:"Sustainability-Based Review of Irrigation Schemes Performance for Sustainable Crop Production in Nigeria",slug:"sustainability-based-review-of-irrigation-schemes-performance-for-sustainable-crop-production-in-nig",totalDownloads:32,totalDimensionsCites:0,doi:"10.5772/intechopen.103980",abstract:"Irrigated agriculture has been identified as an important practice to achieving food security and socio-economic development in the face of rapid population growth and climatic uncertainties. In northern Nigeria, irrigation has long been identified as the key to achieving the much-desired increase in food production to meet the ever-increasing population. However, the existing irrigation schemes encountered several challenges coming from different dimensions including economic, social, environmental, institutional and technological. To attain sustainable crop production, this paper attempts to uncover the underline challenges confronting irrigation schemes in northern Nigeria that cut across sustainability pillars. The findings revealed that irrigation schemes contributed immensely toward achieving food security and improving the wellbeing of rural dwellers. However, the huge investment in large- and medium-scale irrigation schemes have resulted in massive economic losses. This could be attributed to their under-utilization, poor management and abandonment although few ones are performing remarkably well. The study recommends the need to adopt new water allocation and application methods that can improve water use efficiency, users-managers join approach (participatory), effective and competent institutions which include improved monitoring, evaluation and surveillance systems, frequent policy review to suit the situation, law enforcement, and timely sensitization and awareness campaigns.",book:{id:"11357",title:"Sustainable Crop Production - Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/11357.jpg"},signatures:"Nura Jafar Shanono, Nura Yahaya Usman, Mu’azu Dantala Zakari, Habibu Ismail, Shehu Idris Umar, Sunusi Abubakar Amin and Nuraddeen Mukhtar Nasidi"},{id:"81274",title:"Toward the Recent Advances in Nutrient Use Efficiency (NUE): Strategies to Improve Phosphorus Availability to Plants",slug:"toward-the-recent-advances-in-nutrient-use-efficiency-nue-strategies-to-improve-phosphorus-availabil",totalDownloads:43,totalDimensionsCites:0,doi:"10.5772/intechopen.102595",abstract:"Achieving high nutrient use efficiency (NUE) and high crop productivity has become a challenge with increased global demand for food, depletion of natural resources, and deterioration of environmental conditions. Higher NUE by plants could reduce fertilizer input costs, decrease the rate of nutrient losses, and enhance crop yields. Nitrogen and Phosphorus are the most limiting nutrients for crop production in many of the world’s agricultural areas, and their efficient use is important for the economic sustainability of cropping systems. Furthermore, the dynamic nature of N and P in soil-plant systems creates a unique and challenging environment for its efficient management. Although numerous fertilizer recommendation methods have been proposed to improve NUE, technologies and innovative management practices are still lacking. Therefore, maximizing crop phosphorus (P) use efficiency (PUE) would be helpful in reducing the use of inorganic phosphorus fertilizers and their escape in the environment for sustainable agriculture. Improvement of PUE in cropping systems can be achieved through two main strategies: optimizing agronomic practice and breeding nutrient efficient crop cultivars that improves P-acquisition and -utilization efficiency. These strategies are needed for future food security and sustainable agriculture. The major revised points are the following: concept of NUE, application of nutrient stewardship, cereal-legume intercropping, regulating soil pH, etc., for enhancing phyto-availability of P and breeding P-efficient crop cultivars that can produce more biomass with lesser P costs and that acquire more P in P-stress condition. These approaches consider economic, social, and environmental dimensions essential to sustainable agricultural systems and afford a suitable context for specific NUE indicators.",book:{id:"11357",title:"Sustainable Crop Production - Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/11357.jpg"},signatures:"Addisu Ebbisa"},{id:"81179",title:"Crop Diversification an Effective Strategy for Sustainable Agriculture Development",slug:"crop-diversification-an-effective-strategy-for-sustainable-agriculture-development",totalDownloads:49,totalDimensionsCites:0,doi:"10.5772/intechopen.102635",abstract:"Sustainable agricultural practices involve a variety of approaches. The most important approached for sustainable agriculture development is crop diversification. It allowing the farmers to employ biological cycles to minimize inputs, conserve the resource base, maximize yields and also reduce the risk due to ecological and environmental factors. It serves as an important opportunity to augment income and employment generation for rural communities. Crop diversification promotes the interaction of beneficial soil bacteria, interrupts the disease cycle, and reduces the quantity of weeds. Crop diversification boosts land-use efficiency and crop output by improving the physical and chemical qualities of soil. Crop diversification shows a lot of scope to alleviating the problems such as resurgence of insects-pests and weeds, soil degradation, environmental pollution, soil salinity, decline farm profit and climate change. Crop diversification through crop intensification system enhanced the net returns, B:C ratio, and overall system productivity of a farm. In order to achieve the benefits of crop diversification farmers are shifting from low value low yielding crops to high value high yielding crops. Thus, crop diversification has the sound capacity for achieving the goal of nutritional security, income growth, food security, employment generation and sustainable agriculture development.",book:{id:"11357",title:"Sustainable Crop Production - Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/11357.jpg"},signatures:"Anamika Barman, Priyanka Saha, Shashank Patel and Anurag Bera"},{id:"80867",title:"Potential Applications of Rhizobacteria as Eco-Friendly Biological Control, Plant Growth Promotion and Soil Metal Bioremediation",slug:"potential-applications-of-rhizobacteria-as-eco-friendly-biological-control-plant-growth-promotion-an",totalDownloads:67,totalDimensionsCites:0,doi:"10.5772/intechopen.102657",abstract:"Modern agriculture has an immense problem in the depletion of agricultural productivity owing to a variety of biotic and abiotic stresses. Agriculture’s sustainability and safety are dependent on ecologically friendly practices. Plant rhizobia have been proven to have an important role in disease control, as well as promoting plant growth, productivity, and biomass. Rhizobacteria are soil bacteria that live on the root surface and either directly or indirectly contribute to plant development. Rhizobia are used to induce mediated immune resistance through the manufacture of lytic enzymes, antibiotics, phytoalexins, phytohormone, metabolites. It supports the growth of plants through nitrogen fixation, nutrient enrichment, phosphate solubilization and phytohormone synthesis. In addition, it supports plants during different stresses such as temperature, osmotic, heavy metal and oxidative stress. Plant growth-promoting rhizobacteria have the ability to control heavy metal pollution of soils as well as enhancing plant growth in these soils. Efficient bioremediation is possible by using rhizobacterial inoculants, still, the distribution and functioning of microbes in the rhizosphere need to be fully explored. This review focuses on the effectiveness, biomonitoring processes and function in promoting plant development. Rhizobia application can be considered an alternative method for the improvement of biodiversity, agriculture, and the environment.",book:{id:"11357",title:"Sustainable Crop Production - Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/11357.jpg"},signatures:"Nafeesa Farooq Khan, Aatifa Rasool, Sheikh Mansoor, Sana Saleem, Tawseef Rehman Baba, Sheikh Maurifatul Haq, Sheikh Aafreen Rehman, Charles Oluwaseun Adetunji and Simona Mariana Popescu"},{id:"80653",title:"Heavy Metal Contamination in Vegetables and Their Toxic Effects on Human Health",slug:"heavy-metal-contamination-in-vegetables-and-their-toxic-effects-on-human-health",totalDownloads:130,totalDimensionsCites:1,doi:"10.5772/intechopen.102651",abstract:"Vegetables are a prevalent nutrition for people all over the world because they are high in important nutrients, antioxidants, and metabolites that function as buffers for acidic compounds created during digestion. Vegetables, on the other hand, absorbed both vital and poisonous substances through the soil. Possible human health concerns, including as cancer and renal damage, have been linked to the consumption of heavy metal-contaminated vegetables (HMs). Heavy metals like Cr, Mn, Fe, Ni, Cu, Zn, Cd, Pb, and Hg were found in high concentrations in popular vegetables such as Amaranthus tricolour L., Chenopodium album L., Spinacia oleracea, Coriandrum sativum, Solanum lycopersicum, and Solanum melongena. The toxicity, fortification, health hazard, and heavy metals sources grown in soil are detailed in this review study.",book:{id:"11357",title:"Sustainable Crop Production - Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/11357.jpg"},signatures:"Seema Manwani, Vanisree C.R., Vibha Jaiman, Kumud Kant Awasthi, Chandra Shekhar Yadav, Mahipal Singh Sankhla, Pritam P. Pandit and Garima Awasthi"}],onlineFirstChaptersTotal:7},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:8,limit:8,total:0},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:9,numberOfPublishedChapters:89,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:104,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:32,numberOfPublishedChapters:318,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:12,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:141,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:129,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:106,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:5,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:15,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}},{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}}]},series:{item:{id:"22",title:"Business, Management and Economics",doi:"10.5772/intechopen.100359",issn:"2753-894X",scope:"\r\n\tThis series will provide a comprehensive overview of recent research trends in business and management, economics, and marketing. Topics will include asset liability management, financial consequences of the financial crisis and covid-19, financial accounting, mergers and acquisitions, management accounting, SMEs, financial markets, corporate finance and governance, managerial technology and innovation, resource management and sustainable development, social entrepreneurship, corporate responsibility, ethics and accountability, microeconomics, labour economics, macroeconomics, public economics, financial economics, econometrics, direct marketing, creative marketing, internet marketing, market planning and forecasting, brand management, market segmentation and targeting and other topics under business and management. This book series will focus on various aspects of business and management whose in-depth understanding is critical for business and company management to function effectively during this uncertain time of financial crisis, Covid-19 pandemic, and military activity in Europe.
",coverUrl:"https://cdn.intechopen.com/series/covers/22.jpg",latestPublicationDate:"June 27th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:1,editor:{id:"356540",title:"Prof.",name:"Taufiq",middleName:null,surname:"Choudhry",slug:"taufiq-choudhry",fullName:"Taufiq Choudhry",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000036X2hvQAC/Profile_Picture_2022-03-14T08:58:03.jpg",biography:"Prof. Choudhry holds a BSc degree in Economics from the University of Iowa, as well as a Masters and Ph.D. in Applied Economics from Clemson University, USA. In January 2006, he became a Professor of Finance at the University of Southampton Business School. He was previously a Professor of Finance at the University of Bradford Management School. He has over 80 articles published in international finance and economics journals. His research interests and specialties include financial econometrics, financial economics, international economics and finance, housing markets, financial markets, among others.",institutionString:null,institution:{name:"University of Southampton",institutionURL:null,country:{name:"United Kingdom"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:2,paginationItems:[{id:"89",title:"Education",coverUrl:"https://cdn.intechopen.com/series_topics/covers/89.jpg",isOpenForSubmission:!1,editor:{id:"260066",title:"Associate Prof.",name:"Michail",middleName:null,surname:"Kalogiannakis",slug:"michail-kalogiannakis",fullName:"Michail Kalogiannakis",profilePictureURL:"https://mts.intechopen.com/storage/users/260066/images/system/260066.jpg",biography:"Michail Kalogiannakis is an Associate Professor of the Department of Preschool Education, University of Crete, and an Associate Tutor at School of Humanities at the Hellenic Open University. He graduated from the Physics Department of the University of Crete and continued his post-graduate studies at the University Paris 7-Denis Diderot (D.E.A. in Didactic of Physics), University Paris 5-René Descartes-Sorbonne (D.E.A. in Science Education) and received his Ph.D. degree at the University Paris 5-René Descartes-Sorbonne (PhD in Science Education). His research interests include science education in early childhood, science teaching and learning, e-learning, the use of ICT in science education, games simulations, and mobile learning. He has published over 120 articles in international conferences and journals and has served on the program committees of numerous international conferences.",institutionString:"University of Crete",institution:{name:"University of Crete",institutionURL:null,country:{name:"Greece"}}},editorTwo:{id:"422488",title:"Dr.",name:"Maria",middleName:null,surname:"Ampartzaki",slug:"maria-ampartzaki",fullName:"Maria Ampartzaki",profilePictureURL:"https://mts.intechopen.com/storage/users/422488/images/system/422488.jpg",biography:"Dr Maria Ampartzaki is an Assistant Professor in Early Childhood Education in the Department of Preschool Education at the University of Crete. Her research interests include ICT in education, science education in the early years, inquiry-based and art-based learning, teachers’ professional development, action research, and the Pedagogy of Multiliteracies, among others. She has run and participated in several funded and non-funded projects on the teaching of Science, Social Sciences, and ICT in education. She also has the experience of participating in five Erasmus+ projects.",institutionString:"University of Crete",institution:{name:"University of Crete",institutionURL:null,country:{name:"Greece"}}},editorThree:null},{id:"90",title:"Human Development",coverUrl:"https://cdn.intechopen.com/series_topics/covers/90.jpg",isOpenForSubmission:!0,editor:{id:"191040",title:"Dr.",name:"Tal",middleName:null,surname:"Dotan Ben-Soussan",slug:"tal-dotan-ben-soussan",fullName:"Tal Dotan Ben-Soussan",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSBf1QAG/Profile_Picture_2022-03-18T07:56:11.jpg",biography:"Tal Dotan Ben-Soussan, Ph.D., is the director of the Research Institute for Neuroscience, Education and Didactics (RINED) – Paoletti Foundation. Ben-Soussan leads international studies on training and neuroplasticity from neurophysiological and psychobiological perspectives. As a neuroscientist and bio-psychologist, she has published numerous articles on neuroplasticity, movement and meditation. She acts as an editor and reviewer in several renowned journals and coordinates international conferences integrating theoretical, methodological and practical approaches on various topics, such as silence, logics and neuro-education. She lives in Assisi, Italy.",institutionString:"Research Institute for Neuroscience, Education and Didactics, Patrizio Paoletti Foundation",institution:null},editorTwo:null,editorThree:null}]},overviewPageOFChapters:{paginationCount:5,paginationItems:[{id:"82394",title:"Learning by Doing Active Social Learning",doi:"10.5772/intechopen.105523",signatures:"Anat Raviv",slug:"learning-by-doing-active-social-learning",totalDownloads:3,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Active Learning - Research and Practice",coverURL:"https://cdn.intechopen.com/books/images_new/11481.jpg",subseries:{id:"89",title:"Education"}}},{id:"82310",title:"Knowledge of Intergenerational Contact to Combat Ageism towards Older People",doi:"10.5772/intechopen.105592",signatures:"Alice Nga Lai Kwong",slug:"knowledge-of-intergenerational-contact-to-combat-ageism-towards-older-people",totalDownloads:8,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Social Aspects of Ageing - Selected Challenges, Analyses, and Solutions",coverURL:"https://cdn.intechopen.com/books/images_new/11479.jpg",subseries:{id:"90",title:"Human Development"}}},{id:"81993",title:"Emergent Chemistry: Using Visualizations to Develop Abstract Thinking and a Sense of Scale Within the Preschool Setting",doi:"10.5772/intechopen.105216",signatures:"Karina Adbo",slug:"emergent-chemistry-using-visualizations-to-develop-abstract-thinking-and-a-sense-of-scale-within-the",totalDownloads:5,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Active Learning - Research and Practice",coverURL:"https://cdn.intechopen.com/books/images_new/11481.jpg",subseries:{id:"89",title:"Education"}}},{id:"82252",title:"Early Childhood: Enriched Environments and Roles of Caring Adults",doi:"10.5772/intechopen.105157",signatures:"Analía Mignaton",slug:"early-childhood-enriched-environments-and-roles-of-caring-adults",totalDownloads:4,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Active Learning - Research and Practice",coverURL:"https://cdn.intechopen.com/books/images_new/11481.jpg",subseries:{id:"89",title:"Education"}}}]},overviewPagePublishedBooks:{paginationCount:0,paginationItems:[]},openForSubmissionBooks:{paginationCount:6,paginationItems:[{id:"11475",title:"Food Security Challenges and Approaches",coverURL:"https://cdn.intechopen.com/books/images_new/11475.jpg",hash:"090302a30e461cee643ec49675c811ec",secondStepPassed:!0,currentStepOfPublishingProcess:3,submissionDeadline:"May 5th 2022",isOpenForSubmission:!0,editors:[{id:"292145",title:"Dr.",name:"Muhammad",surname:"Haseeb Ahmad",slug:"muhammad-haseeb-ahmad",fullName:"Muhammad Haseeb Ahmad"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{id:"11450",title:"Environmental Impacts of COVID-19 Pandemic on the World",coverURL:"https://cdn.intechopen.com/books/images_new/11450.jpg",hash:"a58c7b02d07903004be70f744f2e1835",secondStepPassed:!0,currentStepOfPublishingProcess:3,submissionDeadline:"May 10th 2022",isOpenForSubmission:!0,editors:[{id:"63465",title:"Prof.",name:"Mohamed Nageeb",surname:"Rashed",slug:"mohamed-nageeb-rashed",fullName:"Mohamed Nageeb Rashed"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{id:"11477",title:"Public Economics - New Perspectives and Uncertainty",coverURL:"https://cdn.intechopen.com/books/images_new/11477.jpg",hash:"a8e6c515dc924146fbd2712eb4e7d118",secondStepPassed:!0,currentStepOfPublishingProcess:3,submissionDeadline:"May 27th 2022",isOpenForSubmission:!0,editors:[{id:"414400",title:"Dr.",name:"Habtamu",surname:"Alem",slug:"habtamu-alem",fullName:"Habtamu Alem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{id:"11457",title:"Forest Degradation Under Global Change",coverURL:"https://cdn.intechopen.com/books/images_new/11457.jpg",hash:"8df7150b01ae754024c65d1a62f190d9",secondStepPassed:!0,currentStepOfPublishingProcess:3,submissionDeadline:"June 1st 2022",isOpenForSubmission:!0,editors:[{id:"317087",title:"Dr.",name:"Pavel",surname:"Samec",slug:"pavel-samec",fullName:"Pavel Samec"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{id:"11474",title:"Quality of Life Interventions - Magnitude of Effect and Transferability",coverURL:"https://cdn.intechopen.com/books/images_new/11474.jpg",hash:"5a6bcdaf5ee144d043bcdab893ff9e1c",secondStepPassed:!1,currentStepOfPublishingProcess:2,submissionDeadline:"July 7th 2022",isOpenForSubmission:!0,editors:[{id:"245319",title:"Ph.D.",name:"Sage",surname:"Arbor",slug:"sage-arbor",fullName:"Sage Arbor"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{id:"11473",title:"Social Inequality - Structure and Social Processes",coverURL:"https://cdn.intechopen.com/books/images_new/11473.jpg",hash:"cefab077e403fd1695fb2946e7914942",secondStepPassed:!1,currentStepOfPublishingProcess:2,submissionDeadline:"July 13th 2022",isOpenForSubmission:!0,editors:[{id:"313341",title:"Ph.D.",name:"Yaroslava",surname:"Robles-Bykbaev",slug:"yaroslava-robles-bykbaev",fullName:"Yaroslava Robles-Bykbaev"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},onlineFirstChapters:{paginationCount:8,paginationItems:[{id:"82289",title:"Consumer Culture and Abundance of Choices: Having More, Feeling Blue",doi:"10.5772/intechopen.105607",signatures:"Ondřej Roubal",slug:"consumer-culture-and-abundance-of-choices-having-more-feeling-blue",totalDownloads:2,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"A New Era of Consumer Behavior - Beyond the Pandemic",coverURL:"https://cdn.intechopen.com/books/images_new/11581.jpg",subseries:{id:"88",title:"Marketing"}}},{id:"82405",title:"Does Board Structure Matter in CSR Spending of Commercial Banks? Empirical Evidence from an Emerging Economy",doi:"10.5772/intechopen.105589",signatures:"Bishnu Kumar Adhikary and Ranjan Kumar Mitra",slug:"does-board-structure-matter-in-csr-spending-of-commercial-banks-empirical-evidence-from-an-emerging-",totalDownloads:7,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"82395",title:"Toward a Better Understanding of Green Human Resource Management’s Impact on Green Competitive Advantage: A Conceptual Model",doi:"10.5772/intechopen.105528",signatures:"Hosna Hossari and Kaoutar Elfahli",slug:"toward-a-better-understanding-of-green-human-resource-management-s-impact-on-green-competitive-advan",totalDownloads:12,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"82269",title:"CSR Reporting and Blockchain Technology",doi:"10.5772/intechopen.105512",signatures:"Pattarake Sarajoti, Pattanaporn Chatjuthamard, Suwongrat Papangkorn and Piyachart Phiromswad",slug:"csr-reporting-and-blockchain-technology",totalDownloads:9,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"82270",title:"From Corporate Social Opportunity to Corporate Social Responsibility",doi:"10.5772/intechopen.105445",signatures:"Brian Bolton",slug:"from-corporate-social-opportunity-to-corporate-social-responsibility",totalDownloads:6,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"82339",title:"Green Human Resource Management: An Exploratory Study from Moroccan ISO 14001 Certified Companies",doi:"10.5772/intechopen.105565",signatures:"Hosna Hossari and Kaoutar Elfahli",slug:"green-human-resource-management-an-exploratory-study-from-moroccan-iso-14001-certified-companies",totalDownloads:9,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"82194",title:"CSR and Female Directors: A Review and Future Research Agenda",doi:"10.5772/intechopen.105112",signatures:"Pattarake Sarajoti, Pattanaporn Chatjuthamard, Suwongrat Papangkorn and Sirimon Treepongkaruna",slug:"csr-and-female-directors-a-review-and-future-research-agenda",totalDownloads:11,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"81831",title:"Deep Network Model and Regression Analysis using OLS Method for Predicting Lung Vital Capacity",doi:"10.5772/intechopen.104737",signatures:"Harun Sümbül",slug:"deep-network-model-and-regression-analysis-using-ols-method-for-predicting-lung-vital-capacity",totalDownloads:12,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Decision Science - Recent Advances and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/11604.jpg",subseries:{id:"86",title:"Business and Management"}}}]},subseriesFiltersForOFChapters:[{caption:"Marketing",value:88,count:1,group:"subseries"},{caption:"Business and Management",value:86,count:7,group:"subseries"}],publishedBooks:{paginationCount:11,paginationItems:[{type:"book",id:"10795",title:"Plant Stress Physiology",subtitle:"Perspectives in Agriculture",coverURL:"https://cdn.intechopen.com/books/images_new/10795.jpg",slug:"plant-stress-physiology-perspectives-in-agriculture",publishedDate:"April 28th 2022",editedByType:"Edited by",bookSignature:"Mirza Hasanuzzaman and Kamran Nahar",hash:"c5a7932b74fe612b256bf95d0709756e",volumeInSeries:11,fullTitle:"Plant Stress Physiology - Perspectives in Agriculture",editors:[{id:"76477",title:"Prof.",name:"Mirza",middleName:null,surname:"Hasanuzzaman",slug:"mirza-hasanuzzaman",fullName:"Mirza Hasanuzzaman",profilePictureURL:"https://mts.intechopen.com/storage/users/76477/images/system/76477.png",institutionString:"Sher-e-Bangla Agricultural University",institution:{name:"Sher-e-Bangla Agricultural University",institutionURL:null,country:{name:"Bangladesh"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7999",title:"Free Radical Medicine and Biology",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7999.jpg",slug:"free-radical-medicine-and-biology",publishedDate:"July 15th 2020",editedByType:"Edited by",bookSignature:"Kusal Das, Swastika Das, Mallanagouda Shivanagouda Biradar, Varaprasad Bobbarala and S. Subba Tata",hash:"083e5d427097d368a3f8a02bd6c76bf8",volumeInSeries:10,fullTitle:"Free Radical Medicine and Biology",editors:[{id:"187859",title:"Prof.",name:"Kusal",middleName:"K.",surname:"Das",slug:"kusal-das",fullName:"Kusal Das",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSBDeQAO/Profile_Picture_1623411145568",institutionString:"BLDE (Deemed to be University), India",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8762",title:"Melatonin",subtitle:"The Hormone of Darkness and its Therapeutic Potential and Perspectives",coverURL:"https://cdn.intechopen.com/books/images_new/8762.jpg",slug:"melatonin-the-hormone-of-darkness-and-its-therapeutic-potential-and-perspectives",publishedDate:"June 24th 2020",editedByType:"Edited by",bookSignature:"Marilena Vlachou",hash:"bfbc5538173f11acb0f9549a85b70489",volumeInSeries:9,fullTitle:"Melatonin - The Hormone of Darkness and its Therapeutic Potential and Perspectives",editors:[{id:"246279",title:"Associate Prof.",name:"Marilena",middleName:null,surname:"Vlachou",slug:"marilena-vlachou",fullName:"Marilena Vlachou",profilePictureURL:"https://mts.intechopen.com/storage/users/246279/images/system/246279.jpg",institutionString:"National and Kapodistrian University of Athens",institution:{name:"National and Kapodistrian University of Athens",institutionURL:null,country:{name:"Greece"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8002",title:"Tumor Progression and Metastasis",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/8002.jpg",slug:"tumor-progression-and-metastasis",publishedDate:"April 8th 2020",editedByType:"Edited by",bookSignature:"Ahmed Lasfar and Karine Cohen-Solal",hash:"db17b0fe0a9b6e80ff02b81a93bafa4e",volumeInSeries:8,fullTitle:"Tumor Progression and Metastasis",editors:[{id:"32546",title:"Dr.",name:"Ahmed",middleName:null,surname:"Lasfar",slug:"ahmed-lasfar",fullName:"Ahmed Lasfar",profilePictureURL:"https://mts.intechopen.com/storage/users/32546/images/system/32546.png",institutionString:"Rutgers, The State University of New Jersey",institution:{name:"Rutgers, The State University of New Jersey",institutionURL:null,country:{name:"United States of America"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"6897",title:"Biophysical Chemistry",subtitle:"Advance Applications",coverURL:"https://cdn.intechopen.com/books/images_new/6897.jpg",slug:"biophysical-chemistry-advance-applications",publishedDate:"February 19th 2020",editedByType:"Edited by",bookSignature:"Mohammed A. A. Khalid",hash:"0ad18ab382e2ffb9ff202d15282297eb",volumeInSeries:7,fullTitle:"Biophysical Chemistry - Advance Applications",editors:[{id:"137240",title:"Prof.",name:"Mohammed",middleName:null,surname:"Khalid",slug:"mohammed-khalid",fullName:"Mohammed Khalid",profilePictureURL:"https://mts.intechopen.com/storage/users/137240/images/system/137240.png",institutionString:"Taif University",institution:{name:"Taif University",institutionURL:null,country:{name:"Saudi Arabia"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8430",title:"Neurodevelopment and Neurodevelopmental Disorder",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/8430.jpg",slug:"neurodevelopment-and-neurodevelopmental-disorder",publishedDate:"November 27th 2019",editedByType:"Edited by",bookSignature:"Michael Fitzgerald",hash:"696c96d038de473216e48b199613c111",volumeInSeries:6,fullTitle:"Neurodevelopment and Neurodevelopmental Disorder",editors:[{id:"205005",title:"Dr.",name:"Michael",middleName:null,surname:"Fitzgerald",slug:"michael-fitzgerald",fullName:"Michael Fitzgerald",profilePictureURL:"https://mts.intechopen.com/storage/users/205005/images/system/205005.jpg",institutionString:"Independant Researcher",institution:{name:"Trinity College Dublin",institutionURL:null,country:{name:"Ireland"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8008",title:"Antioxidants",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/8008.jpg",slug:"antioxidants",publishedDate:"November 6th 2019",editedByType:"Edited by",bookSignature:"Emad Shalaby",hash:"76361b4061e830906267933c1c670027",volumeInSeries:5,fullTitle:"Antioxidants",editors:[{id:"63600",title:"Prof.",name:"Emad",middleName:null,surname:"Shalaby",slug:"emad-shalaby",fullName:"Emad Shalaby",profilePictureURL:"https://mts.intechopen.com/storage/users/63600/images/system/63600.png",institutionString:"Cairo University",institution:{name:"Cairo University",institutionURL:null,country:{name:"Egypt"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8797",title:"Adipose Tissue",subtitle:"An Update",coverURL:"https://cdn.intechopen.com/books/images_new/8797.jpg",slug:"adipose-tissue-an-update",publishedDate:"November 6th 2019",editedByType:"Edited by",bookSignature:"Leszek Szablewski",hash:"34880b7b450ef96fa5063c867c028b02",volumeInSeries:4,fullTitle:"Adipose Tissue - An Update",editors:[{id:"49739",title:"Dr.",name:"Leszek",middleName:null,surname:"Szablewski",slug:"leszek-szablewski",fullName:"Leszek Szablewski",profilePictureURL:"https://mts.intechopen.com/storage/users/49739/images/system/49739.jpg",institutionString:"Medical University of Warsaw",institution:{name:"Medical University of Warsaw",institutionURL:null,country:{name:"Poland"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"6924",title:"Adenosine Triphosphate in Health and Disease",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/6924.jpg",slug:"adenosine-triphosphate-in-health-and-disease",publishedDate:"April 24th 2019",editedByType:"Edited by",bookSignature:"Gyula Mozsik",hash:"04106c232a3c68fec07ba7cf00d2522d",volumeInSeries:3,fullTitle:"Adenosine Triphosphate in Health and Disease",editors:[{id:"58390",title:"Dr.",name:"Gyula",middleName:null,surname:"Mozsik",slug:"gyula-mozsik",fullName:"Gyula Mozsik",profilePictureURL:"https://mts.intechopen.com/storage/users/58390/images/system/58390.png",institutionString:"University of Pécs",institution:{name:"University of Pecs",institutionURL:null,country:{name:"Hungary"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"6925",title:"Endoplasmic Reticulum",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/6925.jpg",slug:"endoplasmic-reticulum",publishedDate:"April 17th 2019",editedByType:"Edited by",bookSignature:"Angel Català",hash:"a9e90d2dbdbc46128dfe7dac9f87c6b4",volumeInSeries:2,fullTitle:"Endoplasmic Reticulum",editors:[{id:"196544",title:"Prof.",name:"Angel",middleName:null,surname:"Catala",slug:"angel-catala",fullName:"Angel Catala",profilePictureURL:"https://mts.intechopen.com/storage/users/196544/images/system/196544.jpg",institutionString:"Universidad Nacional de La Plata",institution:{name:"National University of La Plata",institutionURL:null,country:{name:"Argentina"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7264",title:"Calcium and Signal Transduction",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7264.jpg",slug:"calcium-and-signal-transduction",publishedDate:"October 24th 2018",editedByType:"Edited by",bookSignature:"John N. Buchholz and Erik J. Behringer",hash:"e373a3d1123dbd45fddf75d90e3e7c38",volumeInSeries:1,fullTitle:"Calcium and Signal Transduction",editors:[{id:"89438",title:"Dr.",name:"John N.",middleName:null,surname:"Buchholz",slug:"john-n.-buchholz",fullName:"John N. Buchholz",profilePictureURL:"https://mts.intechopen.com/storage/users/89438/images/6463_n.jpg",institutionString:null,institution:{name:"Loma Linda University",institutionURL:null,country:{name:"United States of America"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},subseriesFiltersForPublishedBooks:[{group:"subseries",caption:"Plant Physiology",value:13,count:1},{group:"subseries",caption:"Human Physiology",value:12,count:2},{group:"subseries",caption:"Cell Physiology",value:11,count:8}],publicationYearFilters:[{group:"publicationYear",caption:"2022",value:2022,count:1},{group:"publicationYear",caption:"2020",value:2020,count:4},{group:"publicationYear",caption:"2019",value:2019,count:5},{group:"publicationYear",caption:"2018",value:2018,count:1}],authors:{paginationCount:739,paginationItems:[{id:"158492",title:"Prof.",name:"Yusuf",middleName:null,surname:"Tutar",slug:"yusuf-tutar",fullName:"Yusuf Tutar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/158492/images/system/158492.jpeg",biography:"Prof. Dr. Yusuf Tutar conducts his research at the Hamidiye Faculty of Pharmacy, Department of Basic Pharmaceutical Sciences, Division of Biochemistry, University of Health Sciences, Turkey. He is also a faculty member in the Molecular Oncology Program. He obtained his MSc and Ph.D. at Oregon State University and Texas Tech University, respectively. He pursued his postdoctoral studies at Rutgers University Medical School and the National Institutes of Health (NIH/NIDDK), USA. His research focuses on biochemistry, biophysics, genetics, molecular biology, and molecular medicine with specialization in the fields of drug design, protein structure-function, protein folding, prions, microRNA, pseudogenes, molecular cancer, epigenetics, metabolites, proteomics, genomics, protein expression, and characterization by spectroscopic and calorimetric methods.",institutionString:"University of Health Sciences",institution:null},{id:"180528",title:"Dr.",name:"Hiroyuki",middleName:null,surname:"Kagechika",slug:"hiroyuki-kagechika",fullName:"Hiroyuki Kagechika",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/180528/images/system/180528.jpg",biography:"Hiroyuki Kagechika received his bachelor’s degree and Ph.D. in Pharmaceutical Sciences from the University of Tokyo, Japan, where he served as an associate professor until 2004. He is currently a professor at the Institute of Biomaterials and Bioengineering (IBB), Tokyo Medical and Dental University (TMDU). From 2010 to 2012, he was the dean of the Graduate School of Biomedical Science. Since 2012, he has served as the vice dean of the Graduate School of Medical and Dental Sciences. He has been the director of the IBB since 2020. Dr. Kagechika’s major research interests are the medicinal chemistry of retinoids, vitamins D/K, and nuclear receptors. He has developed various compounds including a drug for acute promyelocytic leukemia.",institutionString:"Tokyo Medical and Dental University",institution:{name:"Tokyo Medical and Dental University",country:{name:"Japan"}}},{id:"94311",title:"Prof.",name:"Martins",middleName:"Ochubiojo",surname:"Ochubiojo Emeje",slug:"martins-ochubiojo-emeje",fullName:"Martins Ochubiojo Emeje",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/94311/images/system/94311.jpeg",biography:"Martins Emeje obtained a BPharm with distinction from Ahmadu Bello University, Nigeria, and an MPharm and Ph.D. from the University of Nigeria (UNN), where he received the best Ph.D. award and was enlisted as UNN’s “Face of Research.” He established the first nanomedicine center in Nigeria and was the pioneer head of the intellectual property and technology transfer as well as the technology innovation and support center. Prof. Emeje’s several international fellowships include the prestigious Raman fellowship. He has published more than 150 articles and patents. He is also the head of R&D at NIPRD and holds a visiting professor position at Nnamdi Azikiwe University, Nigeria. He has a postgraduate certificate in Project Management from Walden University, Minnesota, as well as a professional teaching certificate and a World Bank certification in Public Procurement. Prof. Emeje was a national chairman of academic pharmacists in Nigeria and the 2021 winner of the May & Baker Nigeria Plc–sponsored prize for professional service in research and innovation.",institutionString:"National Institute for Pharmaceutical Research and Development",institution:{name:"National Institute for Pharmaceutical Research and Development",country:{name:"Nigeria"}}},{id:"268659",title:"Ms.",name:"Xianquan",middleName:null,surname:"Zhan",slug:"xianquan-zhan",fullName:"Xianquan Zhan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/268659/images/8143_n.jpg",biography:"Dr. Zhan received his undergraduate and graduate training in the fields of preventive medicine and epidemiology and statistics at the West China University of Medical Sciences in China during 1989 to 1999. He received his post-doctoral training in oncology and cancer proteomics for two years at the Cancer Research Institute of Human Medical University in China. In 2001, he went to the University of Tennessee Health Science Center (UTHSC) in USA, where he was a post-doctoral researcher and focused on mass spectrometry and cancer proteomics. Then, he was appointed as an Assistant Professor of Neurology, UTHSC in 2005. He moved to the Cleveland Clinic in USA as a Project Scientist/Staff in 2006 where he focused on the studies of eye disease proteomics and biomarkers. He returned to UTHSC as an Assistant Professor of Neurology in the end of 2007, engaging in proteomics and biomarker studies of lung diseases and brain tumors, and initiating the studies of predictive, preventive, and personalized medicine (PPPM) in cancer. In 2010, he was promoted to Associate Professor of Neurology, UTHSC. Currently, he is a Professor at Xiangya Hospital of Central South University in China, Fellow of Royal Society of Medicine (FRSM), the European EPMA National Representative in China, Regular Member of American Association for the Advancement of Science (AAAS), European Cooperation of Science and Technology (e-COST) grant evaluator, Associate Editors of BMC Genomics, BMC Medical Genomics, EPMA Journal, and Frontiers in Endocrinology, Executive Editor-in-Chief of Med One. He has\npublished 116 peer-reviewed research articles, 16 book chapters, 2 books, and 2 US patents. His current main research interest focuses on the studies of cancer proteomics and biomarkers, and the use of modern omics techniques and systems biology for PPPM in cancer, and on the development and use of 2DE-LC/MS for the large-scale study of human proteoforms.",institutionString:null,institution:{name:"Xiangya Hospital Central South University",country:{name:"China"}}},{id:"40482",title:null,name:"Rizwan",middleName:null,surname:"Ahmad",slug:"rizwan-ahmad",fullName:"Rizwan Ahmad",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/40482/images/system/40482.jpeg",biography:"Dr. Rizwan Ahmad is a University Professor and Coordinator, Quality and Development, College of Medicine, Imam Abdulrahman bin Faisal University, Saudi Arabia. Previously, he was Associate Professor of Human Function, Oman Medical College, Oman, and SBS University, Dehradun. Dr. Ahmad completed his education at Aligarh Muslim University, Aligarh. He has published several articles in peer-reviewed journals, chapters, and edited books. His area of specialization is free radical biochemistry and autoimmune diseases.",institutionString:"Imam Abdulrahman Bin Faisal University",institution:{name:"Imam Abdulrahman Bin Faisal University",country:{name:"Saudi Arabia"}}},{id:"41865",title:"Prof.",name:"Farid A.",middleName:null,surname:"Badria",slug:"farid-a.-badria",fullName:"Farid A. Badria",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/41865/images/system/41865.jpg",biography:"Farid A. Badria, Ph.D., is the recipient of several awards, including The World Academy of Sciences (TWAS) Prize for Public Understanding of Science; the World Intellectual Property Organization (WIPO) Gold Medal for best invention; Outstanding Arab Scholar, Kuwait; and the Khwarizmi International Award, Iran. He has 250 publications, 12 books, 20 patents, and several marketed pharmaceutical products to his credit. He continues to lead research projects on developing new therapies for liver, skin disorders, and cancer. Dr. Badria was listed among the world’s top 2% of scientists in medicinal and biomolecular chemistry in 2019 and 2020. He is a member of the Arab Development Fund, Kuwait; International Cell Research Organization–United Nations Educational, Scientific and Cultural Organization (ICRO–UNESCO), Chile; and UNESCO Biotechnology France",institutionString:"Mansoura University",institution:{name:"Mansoura University",country:{name:"Egypt"}}},{id:"329385",title:"Dr.",name:"Rajesh K.",middleName:"Kumar",surname:"Singh",slug:"rajesh-k.-singh",fullName:"Rajesh K. Singh",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329385/images/system/329385.png",biography:"Dr. Singh received a BPharm (2003) and MPharm (2005) from Panjab University, Chandigarh, India, and a Ph.D. (2013) from Punjab Technical University (PTU), Jalandhar, India. He has more than sixteen years of teaching experience and has supervised numerous postgraduate and Ph.D. students. He has to his credit more than seventy papers in SCI- and SCOPUS-indexed journals, fifty-five conference proceedings, four books, six Best Paper Awards, and five projects from different government agencies. He is currently an editorial board member of eight international journals and a reviewer for more than fifty scientific journals. He received Top Reviewer and Excellent Peer Reviewer Awards from Publons in 2016 and 2017, respectively. He is also on the panel of The International Reviewer for reviewing research proposals for grants from the Royal Society. He also serves as a Publons Academy mentor and Bentham brand ambassador.",institutionString:"Punjab Technical University",institution:{name:"Punjab Technical University",country:{name:"India"}}},{id:"142388",title:"Dr.",name:"Thiago",middleName:"Gomes",surname:"Gomes Heck",slug:"thiago-gomes-heck",fullName:"Thiago Gomes Heck",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/142388/images/7259_n.jpg",biography:null,institutionString:null,institution:{name:"Universidade Regional do Noroeste do Estado do Rio Grande do Sul",country:{name:"Brazil"}}},{id:"336273",title:"Assistant Prof.",name:"Janja",middleName:null,surname:"Zupan",slug:"janja-zupan",fullName:"Janja Zupan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/336273/images/14853_n.jpeg",biography:"Janja Zupan graduated in 2005 at the Department of Clinical Biochemistry (superviser prof. dr. Janja Marc) in the field of genetics of osteoporosis. Since November 2009 she is working as a Teaching Assistant at the Faculty of Pharmacy, Department of Clinical Biochemistry. In 2011 she completed part of her research and PhD work at Institute of Genetics and Molecular Medicine, University of Edinburgh. She finished her PhD entitled The influence of the proinflammatory cytokines on the RANK/RANKL/OPG in bone tissue of osteoporotic and osteoarthritic patients in 2012. From 2014-2016 she worked at the Institute of Biomedical Sciences, University of Aberdeen as a postdoctoral research fellow on UK Arthritis research project where she gained knowledge in mesenchymal stem cells and regenerative medicine. She returned back to University of Ljubljana, Faculty of Pharmacy in 2016. She is currently leading project entitled Mesenchymal stem cells-the keepers of tissue endogenous regenerative capacity facing up to aging of the musculoskeletal system funded by Slovenian Research Agency.",institutionString:null,institution:{name:"University of Ljubljana",country:{name:"Slovenia"}}},{id:"357453",title:"Dr.",name:"Radheshyam",middleName:null,surname:"Maurya",slug:"radheshyam-maurya",fullName:"Radheshyam Maurya",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/357453/images/16535_n.jpg",biography:null,institutionString:null,institution:{name:"University of Hyderabad",country:{name:"India"}}},{id:"418340",title:"Dr.",name:"Jyotirmoi",middleName:null,surname:"Aich",slug:"jyotirmoi-aich",fullName:"Jyotirmoi Aich",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000038Ugi5QAC/Profile_Picture_2022-04-15T07:48:28.png",biography:"Biotechnologist with 15 years of research including 6 years of teaching experience. Demonstrated record of scientific achievements through consistent publication record (H index = 13, with 874 citations) in high impact journals such as Nature Communications, Oncotarget, Annals of Oncology, PNAS, and AJRCCM, etc. Strong research professional with a post-doctorate from ACTREC where I gained experimental oncology experience in clinical settings and a doctorate from IGIB where I gained expertise in asthma pathophysiology. A well-trained biotechnologist with diverse experience on the bench across different research themes ranging from asthma to cancer and other infectious diseases. An individual with a strong commitment and innovative mindset. Have the ability to work on diverse projects such as regenerative and molecular medicine with an overall mindset of improving healthcare.",institutionString:"DY Patil Deemed to Be University",institution:null},{id:"349288",title:"Prof.",name:"Soumya",middleName:null,surname:"Basu",slug:"soumya-basu",fullName:"Soumya Basu",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000035QxIDQA0/Profile_Picture_2022-04-15T07:47:01.jpg",biography:"Soumya Basu, Ph.D., is currently working as an Associate Professor at Dr. D. Y. Patil Biotechnology and Bioinformatics Institute, Dr. D. Y. Patil Vidyapeeth, Pune, Maharashtra, India. With 16+ years of trans-disciplinary research experience in Drug Design, development, and pre-clinical validation; 20+ research article publications in journals of repute, 9+ years of teaching experience, trained with cross-disciplinary education, Dr. Basu is a life-long learner and always thrives for new challenges.\r\nHer research area is the design and synthesis of small molecule partial agonists of PPAR-γ in lung cancer. She is also using artificial intelligence and deep learning methods to understand the exosomal miRNA’s role in cancer metastasis. Dr. Basu is the recipient of many awards including the Early Career Research Award from the Department of Science and Technology, Govt. of India. She is a reviewer of many journals like Molecular Biology Reports, Frontiers in Oncology, RSC Advances, PLOS ONE, Journal of Biomolecular Structure & Dynamics, Journal of Molecular Graphics and Modelling, etc. She has edited and authored/co-authored 21 journal papers, 3 book chapters, and 15 abstracts. She is a Board of Studies member at her university. She is a life member of 'The Cytometry Society”-in India and 'All India Cell Biology Society”- in India.",institutionString:"Dr. D.Y. Patil Vidyapeeth, Pune",institution:{name:"Dr. D.Y. Patil Vidyapeeth, Pune",country:{name:"India"}}},{id:"354817",title:"Dr.",name:"Anubhab",middleName:null,surname:"Mukherjee",slug:"anubhab-mukherjee",fullName:"Anubhab Mukherjee",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y0000365PbRQAU/ProfilePicture%202022-04-15%2005%3A11%3A18.480",biography:"A former member of Laboratory of Nanomedicine, Brigham and Women’s Hospital, Harvard University, Boston, USA, Dr. Anubhab Mukherjee is an ardent votary of science who strives to make an impact in the lives of those afflicted with cancer and other chronic/acute ailments. He completed his Ph.D. from CSIR-Indian Institute of Chemical Technology, Hyderabad, India, having been skilled with RNAi, liposomal drug delivery, preclinical cell and animal studies. He pursued post-doctoral research at College of Pharmacy, Health Science Center, Texas A & M University and was involved in another postdoctoral research at Department of Translational Neurosciences and Neurotherapeutics, John Wayne Cancer Institute, Santa Monica, California. In 2015, he worked in Harvard-MIT Health Sciences & Technology as a visiting scientist. He has substantial experience in nanotechnology-based formulation development and successfully served various Indian organizations to develop pharmaceuticals and nutraceutical products. He is an inventor in many US patents and an author in many peer-reviewed articles, book chapters and books published in various media of international repute. Dr. Mukherjee is currently serving as Principal Scientist, R&D at Esperer Onco Nutrition (EON) Pvt. Ltd. and heads the Hyderabad R&D center of the organization.",institutionString:"Esperer Onco Nutrition Pvt Ltd.",institution:null},{id:"319365",title:"Assistant Prof.",name:"Manash K.",middleName:null,surname:"Paul",slug:"manash-k.-paul",fullName:"Manash K. Paul",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/319365/images/system/319365.png",biography:"Manash K. Paul is a Principal Investigator and Scientist at the University of California Los Angeles. He has contributed significantly to the fields of stem cell biology, regenerative medicine, and lung cancer. His research focuses on various signaling processes involved in maintaining stem cell homeostasis during the injury-repair process, deciphering lung stem cell niche, pulmonary disease modeling, immuno-oncology, and drug discovery. He is currently investigating the role of extracellular vesicles in premalignant lung cell migration and detecting the metastatic phenotype of lung cancer via machine-learning-based analyses of exosomal signatures. Dr. Paul has published in more than fifty peer-reviewed international journals and is highly cited. He is the recipient of many awards, including the UCLA Vice Chancellor’s award, a senior member of the Institute of Electrical and Electronics Engineers (IEEE), and an editorial board member for several international journals.",institutionString:"University of California Los Angeles",institution:{name:"University of California Los Angeles",country:{name:"United States of America"}}},{id:"311457",title:"Dr.",name:"Júlia",middleName:null,surname:"Scherer Santos",slug:"julia-scherer-santos",fullName:"Júlia Scherer Santos",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/311457/images/system/311457.jpg",biography:"Dr. Júlia Scherer Santos works in the areas of cosmetology, nanotechnology, pharmaceutical technology, beauty, and aesthetics. Dr. Santos also has experience as a professor of graduate courses. Graduated in Pharmacy, specialization in Cosmetology and Cosmeceuticals applied to aesthetics, specialization in Aesthetic and Cosmetic Health, and a doctorate in Pharmaceutical Nanotechnology. Teaching experience in Pharmacy and Aesthetics and Cosmetics courses. She works mainly on the following subjects: nanotechnology, cosmetology, pharmaceutical technology, aesthetics.",institutionString:"Universidade Federal de Juiz de Fora",institution:{name:"Universidade Federal de Juiz de Fora",country:{name:"Brazil"}}},{id:"219081",title:"Dr.",name:"Abdulsamed",middleName:null,surname:"Kükürt",slug:"abdulsamed-kukurt",fullName:"Abdulsamed Kükürt",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/219081/images/system/219081.png",biography:"Dr. Kükürt graduated from Uludağ University in Turkey. He started his academic career as a Research Assistant in the Department of Biochemistry at Kafkas University. In 2019, he completed his Ph.D. program in the Department of Biochemistry at the Institute of Health Sciences. He is currently working at the Department of Biochemistry, Kafkas University. He has 27 published research articles in academic journals, 11 book chapters, and 37 papers. He took part in 10 academic projects. He served as a reviewer for many articles. He still serves as a member of the review board in many academic journals. He is currently working on the protective activity of phenolic compounds in disorders associated with oxidative stress and inflammation.",institutionString:null,institution:{name:"Kafkas University",country:{name:"Turkey"}}},{id:"178366",title:"Dr.",name:"Volkan",middleName:null,surname:"Gelen",slug:"volkan-gelen",fullName:"Volkan Gelen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/178366/images/system/178366.jpg",biography:"Volkan Gelen is a Physiology specialist who received his veterinary degree from Kafkas University in 2011. Between 2011-2015, he worked as an assistant at Atatürk University, Faculty of Veterinary Medicine, Department of Physiology. In 2016, he joined Kafkas University, Faculty of Veterinary Medicine, Department of Physiology as an assistant professor. Dr. Gelen has been engaged in various academic activities at Kafkas University since 2016. There he completed 5 projects and has 3 ongoing projects. He has 60 articles published in scientific journals and 20 poster presentations in scientific congresses. His research interests include physiology, endocrine system, cancer, diabetes, cardiovascular system diseases, and isolated organ bath system studies.",institutionString:"Kafkas University",institution:{name:"Kafkas University",country:{name:"Turkey"}}},{id:"418963",title:"Dr.",name:"Augustine Ododo",middleName:"Augustine",surname:"Osagie",slug:"augustine-ododo-osagie",fullName:"Augustine Ododo Osagie",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/418963/images/16900_n.jpg",biography:"Born into the family of Osagie, a prince of the Benin Kingdom. I am currently an academic in the Department of Medical Biochemistry, University of Benin. Part of the duties are to teach undergraduate students and conduct academic research.",institutionString:null,institution:{name:"University of Benin",country:{name:"Nigeria"}}},{id:"192992",title:"Prof.",name:"Shagufta",middleName:null,surname:"Perveen",slug:"shagufta-perveen",fullName:"Shagufta Perveen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/192992/images/system/192992.png",biography:"Prof. Shagufta Perveen is a Distinguish Professor in the Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia. Dr. Perveen has acted as the principal investigator of major research projects funded by the research unit of King Saud University. She has more than ninety original research papers in peer-reviewed journals of international repute to her credit. She is a fellow member of the Royal Society of Chemistry UK and the American Chemical Society of the United States.",institutionString:"King Saud University",institution:{name:"King Saud University",country:{name:"Saudi Arabia"}}},{id:"49848",title:"Dr.",name:"Wen-Long",middleName:null,surname:"Hu",slug:"wen-long-hu",fullName:"Wen-Long Hu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49848/images/system/49848.jpg",biography:"Wen-Long Hu is Chief of the Division of Acupuncture, Department of Chinese Medicine at Kaohsiung Chang Gung Memorial Hospital, as well as an adjunct associate professor at Fooyin University and Kaohsiung Medical University. Wen-Long is President of Taiwan Traditional Chinese Medicine Medical Association. He has 28 years of experience in clinical practice in laser acupuncture therapy and 34 years in acupuncture. He is an invited speaker for lectures and workshops in laser acupuncture at many symposiums held by medical associations. He owns the patent for herbal preparation and producing, and for the supercritical fluid-treated needle. Dr. Hu has published three books, 12 book chapters, and more than 30 papers in reputed journals, besides serving as an editorial board member of repute.",institutionString:"Kaohsiung Chang Gung Memorial Hospital",institution:{name:"Kaohsiung Chang Gung Memorial Hospital",country:{name:"Taiwan"}}},{id:"298472",title:"Prof.",name:"Andrey V.",middleName:null,surname:"Grechko",slug:"andrey-v.-grechko",fullName:"Andrey V. Grechko",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/298472/images/system/298472.png",biography:"Andrey Vyacheslavovich Grechko, Ph.D., Professor, is a Corresponding Member of the Russian Academy of Sciences. He graduated from the Semashko Moscow Medical Institute (Semashko National Research Institute of Public Health) with a degree in Medicine (1998), the Clinical Department of Dermatovenerology (2000), and received a second higher education in Psychology (2009). Professor A.V. Grechko held the position of Сhief Physician of the Central Clinical Hospital in Moscow. He worked as a professor at the faculty and was engaged in scientific research at the Medical University. Starting in 2013, he has been the initiator of the creation of the Federal Scientific and Clinical Center for Intensive Care and Rehabilitology, Moscow, Russian Federation, where he also serves as Director since 2015. He has many years of experience in research and teaching in various fields of medicine, is an author/co-author of more than 200 scientific publications, 13 patents, 15 medical books/chapters, including Chapter in Book «Metabolomics», IntechOpen, 2020 «Metabolomic Discovery of Microbiota Dysfunction as the Cause of Pathology».",institutionString:"Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology",institution:null},{id:"199461",title:"Prof.",name:"Natalia V.",middleName:null,surname:"Beloborodova",slug:"natalia-v.-beloborodova",fullName:"Natalia V. Beloborodova",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/199461/images/system/199461.jpg",biography:'Natalia Vladimirovna Beloborodova was educated at the Pirogov Russian National Research Medical University, with a degree in pediatrics in 1980, a Ph.D. in 1987, and a specialization in Clinical Microbiology from First Moscow State Medical University in 2004. She has been a Professor since 1996. Currently, she is the Head of the Laboratory of Metabolism, a division of the Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology, Moscow, Russian Federation. N.V. Beloborodova has many years of clinical experience in the field of intensive care and surgery. She studies infectious complications and sepsis. She initiated a series of interdisciplinary clinical and experimental studies based on the concept of integrating human metabolism and its microbiota. Her scientific achievements are widely known: she is the recipient of the Marie E. Coates Award \\"Best lecturer-scientist\\" Gustafsson Fund, Karolinska Institutes, Stockholm, Sweden, and the International Sepsis Forum Award, Pasteur Institute, Paris, France (2014), etc. Professor N.V. Beloborodova wrote 210 papers, five books, 10 chapters and has edited four books.',institutionString:"Federal Research and Clinical Center of Intensive Care Medicine and Rehabilitology",institution:null},{id:"354260",title:"Ph.D.",name:"Tércio Elyan",middleName:"Azevedo",surname:"Azevedo Martins",slug:"tercio-elyan-azevedo-martins",fullName:"Tércio Elyan Azevedo Martins",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/354260/images/16241_n.jpg",biography:"Graduated in Pharmacy from the Federal University of Ceará with the modality in Industrial Pharmacy, Specialist in Production and Control of Medicines from the University of São Paulo (USP), Master in Pharmaceuticals and Medicines from the University of São Paulo (USP) and Doctor of Science in the program of Pharmaceuticals and Medicines by the University of São Paulo. Professor at Universidade Paulista (UNIP) in the areas of chemistry, cosmetology and trichology. Assistant Coordinator of the Higher Course in Aesthetic and Cosmetic Technology at Universidade Paulista Campus Chácara Santo Antônio. Experience in the Pharmacy area, with emphasis on Pharmacotechnics, Pharmaceutical Technology, Research and Development of Cosmetics, acting mainly on topics such as cosmetology, antioxidant activity, aesthetics, photoprotection, cyclodextrin and thermal analysis.",institutionString:null,institution:{name:"University of Sao Paulo",country:{name:"Brazil"}}},{id:"334285",title:"Ph.D. Student",name:"Sameer",middleName:"Kumar",surname:"Jagirdar",slug:"sameer-jagirdar",fullName:"Sameer Jagirdar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/334285/images/14691_n.jpg",biography:"I\\'m a graduate student at the center for biosystems science and engineering at the Indian Institute of Science, Bangalore, India. I am interested in studying host-pathogen interactions at the biomaterial interface.",institutionString:null,institution:{name:"Indian Institute of Science Bangalore",country:{name:"India"}}},{id:"329248",title:"Dr.",name:"Md. Faheem",middleName:null,surname:"Haider",slug:"md.-faheem-haider",fullName:"Md. Faheem Haider",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329248/images/system/329248.jpg",biography:"Dr. Md. Faheem Haider completed his BPharm in 2012 at Integral University, Lucknow, India. In 2014, he completed his MPharm with specialization in Pharmaceutics at Babasaheb Bhimrao Ambedkar University, Lucknow, India. He received his Ph.D. degree from Jamia Hamdard University, New Delhi, India, in 2018. He was selected for the GPAT six times and his best All India Rank was 34. Currently, he is an assistant professor at Integral University. Previously he was an assistant professor at IIMT University, Meerut, India. He has experience teaching DPharm, Pharm.D, BPharm, and MPharm students. He has more than five publications in reputed journals to his credit. Dr. Faheem’s research area is the development and characterization of nanoformulation for the delivery of drugs to various organs.",institutionString:"Integral University",institution:{name:"Integral University",country:{name:"India"}}},{id:"329795",title:"Dr.",name:"Mohd Aftab",middleName:"Aftab",surname:"Siddiqui",slug:"mohd-aftab-siddiqui",fullName:"Mohd Aftab Siddiqui",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329795/images/system/329795.png",biography:"Dr. Mohd Aftab Siddiqui is an assistant professor in the Faculty of Pharmacy, Integral University, Lucknow, India, where he obtained a Ph.D. in Pharmacology in 2020. He also obtained a BPharm and MPharm from the same university in 2013 and 2015, respectively. His area of research is the pharmacological screening of herbal drugs/natural products in liver cancer and cardiac diseases. He is a member of many professional bodies and has guided many MPharm and PharmD research projects. Dr. Siddiqui has many national and international publications and one German patent to his credit.",institutionString:"Integral University",institution:null},{id:"255360",title:"Dr.",name:"Usama",middleName:null,surname:"Ahmad",slug:"usama-ahmad",fullName:"Usama Ahmad",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/255360/images/system/255360.png",biography:"Dr. Usama Ahmad holds a specialization in Pharmaceutics from Amity University, Lucknow, India. He received his Ph.D. from Integral University, Lucknow, India, with his work titled ‘Development and evaluation of silymarin nanoformulation for hepatic carcinoma’. Currently, he is an Assistant Professor of Pharmaceutics, at the Faculty of Pharmacy, Integral University. He has been teaching PharmD, BPharm, and MPharm students and conducting research in the novel drug delivery domain. From 2013 to 2014 he worked on a research project funded by SERB-DST, Government of India. He has a rich publication record with more than twenty-four original journal articles, two edited books, four book chapters, and several scientific articles to his credit. He is a member of the American Association for Cancer Research, the International Association for the Study of Lung Cancer, and the British Society for Nanomedicine. Dr. Ahmad’s research focus is on the development of nanoformulations to facilitate the delivery of drugs.",institutionString:"Integral University",institution:{name:"Integral University",country:{name:"India"}}},{id:"333824",title:"Dr.",name:"Ahmad Farouk",middleName:null,surname:"Musa",slug:"ahmad-farouk-musa",fullName:"Ahmad Farouk Musa",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/333824/images/22684_n.jpg",biography:"Dato’ Dr Ahmad Farouk Musa\nMD, MMED (Surgery) (Mal), Fellowship in Cardiothoracic Surgery (Monash Health, Aust), Graduate Certificate in Higher Education (Aust), Academy of Medicine (Mal)\n\n\n\nDato’ Dr Ahmad Farouk Musa obtained his Doctor of Medicine from USM in 1992. He then obtained his Master of Medicine in Surgery from the same university in the year 2000 before subspecialising in Cardiothoracic Surgery at Institut Jantung Negara (IJN), Kuala Lumpur from 2002 until 2005. He then completed his Fellowship in Cardiothoracic Surgery at Monash Health, Melbourne, Australia in 2008. He has served in the Malaysian army as a Medical Officer with the rank of Captain upon completing his Internship before joining USM as a trainee lecturer. He is now serving as an academic and researcher at Monash University Malaysia. He is a life-member of the Malaysian Association of Thoracic & Cardiovascular Surgery (MATCVS) and a committee member of the MATCVS Database. He is also a life-member of the College of Surgeons, Academy of Medicine of Malaysia; a life-member of Malaysian Medical Association (MMA), and a life-member of Islamic Medical Association of Malaysia (IMAM). Recently he was appointed as an Interim Chairperson of Examination & Assessment Subcommittee of the UiTM-IJN Cardiothoracic Surgery Postgraduate Program. As an academic, he has published numerous research papers and book chapters. He has also been appointed to review many scientific manuscripts by established journals such as the British Medical Journal (BMJ). He has presented his research works at numerous local and international conferences such as the European Association for Cardiothoracic Surgery (EACTS) and the European Society of Cardiovascular Surgery (ESCVS), to name a few. He has also won many awards for his research presentations at meetings and conferences like the prestigious International Invention, Innovation & Technology Exhibition (ITEX); Design, Research and Innovation Exhibition, the National Conference on Medical Sciences and the Annual Scientific Meetings of the Malaysian Association for Thoracic and Cardiovascular Surgery. He was awarded the Darjah Setia Pangkuan Negeri (DSPN) by the Governor of Penang in July, 2015.",institutionString:null,institution:{name:"Monash University Malaysia",country:{name:"Malaysia"}}},{id:"30568",title:"Prof.",name:"Madhu",middleName:null,surname:"Khullar",slug:"madhu-khullar",fullName:"Madhu Khullar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/30568/images/system/30568.jpg",biography:"Dr. Madhu Khullar is a Professor of Experimental Medicine and Biotechnology at the Post Graduate Institute of Medical Education and Research, Chandigarh, India. She completed her Post Doctorate in hypertension research at the Henry Ford Hospital, Detroit, USA in 1985. She is an editor and reviewer of several international journals, and a fellow and member of several cardiovascular research societies. Dr. Khullar has a keen research interest in genetics of hypertension, and is currently studying pharmacogenetics of hypertension.",institutionString:"Post Graduate Institute of Medical Education and Research",institution:{name:"Post Graduate Institute of Medical Education and Research",country:{name:"India"}}},{id:"223233",title:"Prof.",name:"Xianquan",middleName:null,surname:"Zhan",slug:"xianquan-zhan",fullName:"Xianquan Zhan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/223233/images/system/223233.png",biography:"Xianquan Zhan received his MD and Ph.D. in Preventive Medicine at West China University of Medical Sciences. He received his post-doctoral training in oncology and cancer proteomics at the Central South University, China, and the University of Tennessee Health Science Center (UTHSC), USA. He worked at UTHSC and the Cleveland Clinic in 2001–2012 and achieved the rank of associate professor at UTHSC. Currently, he is a full professor at Central South University and Shandong First Medical University, and an advisor to MS/PhD students and postdoctoral fellows. He is also a fellow of the Royal Society of Medicine and European Association for Predictive Preventive Personalized Medicine (EPMA), a national representative of EPMA, and a member of the American Society of Clinical Oncology (ASCO) and the American Association for the Advancement of Sciences (AAAS). He is also the editor in chief of International Journal of Chronic Diseases & Therapy, an associate editor of EPMA Journal, Frontiers in Endocrinology, and BMC Medical Genomics, and a guest editor of Mass Spectrometry Reviews, Frontiers in Endocrinology, EPMA Journal, and Oxidative Medicine and Cellular Longevity. He has published more than 148 articles, 28 book chapters, 6 books, and 2 US patents in the field of clinical proteomics and biomarkers.",institutionString:"Shandong First Medical University",institution:{name:"Affiliated Hospital of Shandong Academy of Medical Sciences",country:{name:"China"}}}]}},subseries:{item:{id:"4",type:"subseries",title:"Fungal Infectious Diseases",keywords:"Emerging Fungal Pathogens, Invasive Infections, Epidemiology, Cell Membrane, Fungal Virulence, Diagnosis, Treatment",scope:"Fungi are ubiquitous and there are almost no non-pathogenic fungi. Fungal infectious illness prevalence and prognosis are determined by the exposure between fungi and host, host immunological state, fungal virulence, and early and accurate diagnosis and treatment. \r\nPatients with both congenital and acquired immunodeficiency are more likely to be infected with opportunistic mycosis. Fungal infectious disease outbreaks are common during the post- disaster rebuilding era, which is characterised by high population density, migration, and poor health and medical conditions.\r\nSystemic or local fungal infection is mainly associated with the fungi directly inhaled or inoculated in the environment during the disaster. The most common fungal infection pathways are human to human (anthropophilic), animal to human (zoophilic), and environment to human (soilophile). Diseases are common as a result of widespread exposure to pathogenic fungus dispersed into the environment. \r\nFungi that are both common and emerging are intertwined. In Southeast Asia, for example, Talaromyces marneffei is an important pathogenic thermally dimorphic fungus that causes systemic mycosis. Widespread fungal infections with complicated and variable clinical manifestations, such as Candida auris infection resistant to several antifungal medicines, Covid-19 associated with Trichoderma, and terbinafine resistant dermatophytosis in India, are among the most serious disorders. \r\nInappropriate local or systemic use of glucocorticoids, as well as their immunosuppressive effects, may lead to changes in fungal infection spectrum and clinical characteristics. Hematogenous candidiasis is a worrisome issue that affects people all over the world, particularly ICU patients. CARD9 deficiency and fungal infection have been major issues in recent years. Invasive aspergillosis is associated with a significant death rate. Special attention should be given to endemic fungal infections, identification of important clinical fungal infections advanced in yeasts, filamentous fungal infections, skin mycobiome and fungal genomes, and immunity to fungal infections.\r\nIn addition, endemic fungal diseases or uncommon fungal infections caused by Mucor irregularis, dermatophytosis, Malassezia, cryptococcosis, chromoblastomycosis, coccidiosis, blastomycosis, histoplasmosis, sporotrichosis, and other fungi, should be monitored. \r\nThis topic includes the research progress on the etiology and pathogenesis of fungal infections, new methods of isolation and identification, rapid detection, drug sensitivity testing, new antifungal drugs, schemes and case series reports. It will provide significant opportunities and support for scientists, clinical doctors, mycologists, antifungal drug researchers, public health practitioners, and epidemiologists from all over the world to share new research, ideas and solutions to promote the development and progress of medical mycology.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/4.jpg",hasOnlineFirst:!0,hasPublishedBooks:!1,annualVolume:11400,editor:{id:"174134",title:"Dr.",name:"Yuping",middleName:null,surname:"Ran",slug:"yuping-ran",fullName:"Yuping Ran",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bS9d6QAC/Profile_Picture_1630330675373",biography:"Dr. Yuping Ran, Professor, Department of Dermatology, West China Hospital, Sichuan University, Chengdu, China. Completed the Course Medical Mycology, the Centraalbureau voor Schimmelcultures (CBS), Fungal Biodiversity Centre, Netherlands (2006). International Union of Microbiological Societies (IUMS) Fellow, and International Emerging Infectious Diseases (IEID) Fellow, Centers for Diseases Control and Prevention (CDC), Atlanta, USA. Diploma of Dermatological Scientist, Japanese Society for Investigative Dermatology. Ph.D. of Juntendo University, Japan. Bachelor’s and Master’s degree, Medicine, West China University of Medical Sciences. Chair of Sichuan Medical Association Dermatology Committee. General Secretary of The 19th Annual Meeting of Chinese Society of Dermatology and the Asia Pacific Society for Medical Mycology (2013). In charge of the Annual Medical Mycology Course over 20-years authorized by National Continue Medical Education Committee of China. Member of the board of directors of the Asia-Pacific Society for Medical Mycology (APSMM). Associate editor of Mycopathologia. Vice-chief of the editorial board of Chinses Journal of Mycology, China. Board Member and Chair of Mycology Group of Chinese Society of Dermatology.",institutionString:null,institution:{name:"Sichuan University",institutionURL:null,country:{name:"China"}}},editorTwo:null,editorThree:null,series:{id:"6",title:"Infectious Diseases",doi:"10.5772/intechopen.71852",issn:"2631-6188"},editorialBoard:[{id:"302145",title:"Dr.",name:"Felix",middleName:null,surname:"Bongomin",slug:"felix-bongomin",fullName:"Felix Bongomin",profilePictureURL:"https://mts.intechopen.com/storage/users/302145/images/system/302145.jpg",institutionString:null,institution:{name:"Gulu University",institutionURL:null,country:{name:"Uganda"}}},{id:"45803",title:"Ph.D.",name:"Payam",middleName:null,surname:"Behzadi",slug:"payam-behzadi",fullName:"Payam Behzadi",profilePictureURL:"https://mts.intechopen.com/storage/users/45803/images/system/45803.jpg",institutionString:"Islamic Azad University, Tehran",institution:{name:"Islamic Azad University, Tehran",institutionURL:null,country:{name:"Iran"}}}]},onlineFirstChapters:{paginationCount:7,paginationItems:[{id:"82405",title:"Does Board Structure Matter in CSR Spending of Commercial Banks? Empirical Evidence from an Emerging Economy",doi:"10.5772/intechopen.105589",signatures:"Bishnu Kumar Adhikary and Ranjan Kumar Mitra",slug:"does-board-structure-matter-in-csr-spending-of-commercial-banks-empirical-evidence-from-an-emerging-",totalDownloads:7,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"82395",title:"Toward a Better Understanding of Green Human Resource Management’s Impact on Green Competitive Advantage: A Conceptual Model",doi:"10.5772/intechopen.105528",signatures:"Hosna Hossari and Kaoutar Elfahli",slug:"toward-a-better-understanding-of-green-human-resource-management-s-impact-on-green-competitive-advan",totalDownloads:12,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"82269",title:"CSR Reporting and Blockchain Technology",doi:"10.5772/intechopen.105512",signatures:"Pattarake Sarajoti, Pattanaporn Chatjuthamard, Suwongrat Papangkorn and Piyachart Phiromswad",slug:"csr-reporting-and-blockchain-technology",totalDownloads:9,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"82270",title:"From Corporate Social Opportunity to Corporate Social Responsibility",doi:"10.5772/intechopen.105445",signatures:"Brian Bolton",slug:"from-corporate-social-opportunity-to-corporate-social-responsibility",totalDownloads:6,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"82339",title:"Green Human Resource Management: An Exploratory Study from Moroccan ISO 14001 Certified Companies",doi:"10.5772/intechopen.105565",signatures:"Hosna Hossari and Kaoutar Elfahli",slug:"green-human-resource-management-an-exploratory-study-from-moroccan-iso-14001-certified-companies",totalDownloads:9,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"82194",title:"CSR and Female Directors: A Review and Future Research Agenda",doi:"10.5772/intechopen.105112",signatures:"Pattarake Sarajoti, Pattanaporn Chatjuthamard, Suwongrat Papangkorn and Sirimon Treepongkaruna",slug:"csr-and-female-directors-a-review-and-future-research-agenda",totalDownloads:11,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Corporate Social Responsibility",coverURL:"https://cdn.intechopen.com/books/images_new/11602.jpg",subseries:{id:"86",title:"Business and Management"}}},{id:"81831",title:"Deep Network Model and Regression Analysis using OLS Method for Predicting Lung Vital Capacity",doi:"10.5772/intechopen.104737",signatures:"Harun Sümbül",slug:"deep-network-model-and-regression-analysis-using-ols-method-for-predicting-lung-vital-capacity",totalDownloads:12,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Decision Science - Recent Advances and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/11604.jpg",subseries:{id:"86",title:"Business and Management"}}}]},publishedBooks:{paginationCount:1,paginationItems:[{type:"book",id:"10843",title:"Persistent Organic Pollutants (POPs)",subtitle:"Monitoring, Impact and Treatment",coverURL:"https://cdn.intechopen.com/books/images_new/10843.jpg",slug:"persistent-organic-pollutants-pops-monitoring-impact-and-treatment",publishedDate:"April 13th 2022",editedByType:"Edited by",bookSignature:"Mohamed Nageeb Rashed",hash:"f5b1589f0a990b6114fef2dadc735dd9",volumeInSeries:1,fullTitle:"Persistent Organic Pollutants (POPs) - Monitoring, Impact and Treatment",editors:[{id:"63465",title:"Prof.",name:"Mohamed Nageeb",middleName:null,surname:"Rashed",slug:"mohamed-nageeb-rashed",fullName:"Mohamed Nageeb Rashed",profilePictureURL:"https://mts.intechopen.com/storage/users/63465/images/system/63465.gif",institutionString:null,institution:{name:"Aswan University",institutionURL:null,country:{name:"Egypt"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},testimonialsList:[{id:"27",text:"The opportunity to work with a prestigious publisher allows for the possibility to collaborate with more research groups interested in animal nutrition, leading to the development of new feeding strategies and food valuation while being more sustainable with the environment, allowing more readers to learn about the subject.",author:{id:"175967",name:"Manuel",surname:"Gonzalez Ronquillo",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/175967/images/system/175967.png",slug:"manuel-gonzalez-ronquillo",institution:{id:"6221",name:"Universidad Autónoma del Estado de México",country:{id:null,name:"Mexico"}}}},{id:"18",text:"It was great publishing with IntechOpen, the process was straightforward and I had support all along.",author:{id:"71579",name:"Berend",surname:"Olivier",institutionString:"Utrecht University",profilePictureURL:"https://mts.intechopen.com/storage/users/71579/images/system/71579.png",slug:"berend-olivier",institution:{id:"253",name:"Utrecht University",country:{id:null,name:"Netherlands"}}}},{id:"8",text:"I work with IntechOpen for a number of reasons: their professionalism, their mission in support of Open Access publishing, and the quality of their peer-reviewed publications, but also because they believe in equality.",author:{id:"202192",name:"Catrin",surname:"Rutland",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/202192/images/system/202192.png",slug:"catrin-rutland",institution:{id:"134",name:"University of Nottingham",country:{id:null,name:"United Kingdom"}}}}]},submityourwork:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:9,numberOfPublishedChapters:89,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:104,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:32,numberOfPublishedChapters:318,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:12,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:141,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:129,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:106,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:5,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:15,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],subseriesList:[],annualVolumeBook:{},thematicCollection:[{type:"book",id:"11672",title:"Chemokines Updates",subtitle:null,isOpenForSubmission:!0,hash:"c00855833476a514d37abf7c846e16e9",slug:null,bookSignature:"Prof. Murat Şentürk",coverURL:"https://cdn.intechopen.com/books/images_new/11672.jpg",editedByType:null,submissionDeadline:"May 6th 2022",editors:[{id:"14794",title:"Prof.",name:"Murat",middleName:null,surname:"Şentürk",slug:"murat-senturk",fullName:"Murat Şentürk",profilePictureURL:"https://mts.intechopen.com/storage/users/14794/images/system/14794.jpeg",biography:"Dr. Murat Şentürk obtained a baccalaureate degree in Chemistry in 2002, a master’s degree in Biochemistry in 2006, and a doctorate degree in Biochemistry in 2009 from Atatürk University, Turkey. Dr. Şentürk currently works as an professor of Biochemistry in the Department of Basic Pharmacy Sciences, Faculty of Pharmacy, Ağri Ibrahim Cecen University, Turkey. \nDr. Şentürk published over 120 scientific papers, reviews, and book chapters and presented several conferences to scientists. \nHis research interests span enzyme inhibitor or activator, protein expression, purification and characterization, drug design and synthesis, toxicology, and pharmacology. \nHis research work has focused on neurodegenerative diseases and cancer treatment. Dr. Şentürk serves as the editorial board member of several international journals.",institutionString:"Ağrı İbrahim Çeçen University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"Ağrı İbrahim Çeçen University",institutionURL:null,country:{name:"Turkey"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}],selectedSeries:{id:"11",title:"Biochemistry"},selectedSubseries:{id:"18",title:"Proteomics",coverUrl:"https://cdn.intechopen.com/series_topics/covers/18.jpg",editor:{id:"200689",title:"Prof.",name:"Paolo",middleName:null,surname:"Iadarola",slug:"paolo-iadarola",fullName:"Paolo Iadarola",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSCl8QAG/Profile_Picture_1623568118342",biography:"Paolo Iadarola graduated with a degree in Chemistry from the University of Pavia (Italy) in July 1972. He then worked as an Assistant Professor at the Faculty of Science of the same University until 1984. In 1985, Prof. Iadarola became Associate Professor at the Department of Biology and Biotechnologies of the University of Pavia and retired in October 2017. Since then, he has been working as an Adjunct Professor in the same Department at the University of Pavia. His research activity during the first years was primarily focused on the purification and structural characterization of enzymes from animal and plant sources. During this period, Prof. Iadarola familiarized himself with the conventional techniques used in column chromatography, spectrophotometry, manual Edman degradation, and electrophoresis). Since 1995, he has been working on: i) the determination in biological fluids (serum, urine, bronchoalveolar lavage, sputum) of proteolytic activities involved in the degradation processes of connective tissue matrix, and ii) on the identification of biological markers of lung diseases. In this context, he has developed and validated new methodologies (e.g., Capillary Electrophoresis coupled to Laser-Induced Fluorescence, CE-LIF) whose application enabled him to determine both the amounts of biochemical markers (Desmosines) in urine/serum of patients affected by Chronic Obstructive Pulmonary Disease (COPD) and the activity of proteolytic enzymes (Human Neutrophil Elastase, Cathepsin G, Pseudomonas aeruginosa elastase) in sputa of these patients. More recently, Prof. Iadarola was involved in developing techniques such as two-dimensional electrophoresis coupled to liquid chromatography/mass spectrometry (2DE-LC/MS) for the proteomic analysis of biological fluids aimed at the identification of potential biomarkers of different lung diseases. He is the author of about 150 publications (According to Scopus: H-Index: 23; Total citations: 1568- According to WOS: H-Index: 20; Total Citations: 1296) of peer-reviewed international journals. He is a Consultant Reviewer for several journals, including the Journal of Chromatography A, Journal of Chromatography B, Plos ONE, Proteomes, International Journal of Molecular Science, Biotech, Electrophoresis, and others. He is also Associate Editor of Biotech.",institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorTwo:{id:"201414",title:"Dr.",name:"Simona",middleName:null,surname:"Viglio",slug:"simona-viglio",fullName:"Simona Viglio",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRKDHQA4/Profile_Picture_1630402531487",biography:"Simona Viglio is an Associate Professor of Biochemistry at the Department of Molecular Medicine at the University of Pavia. She has been working since 1995 on the determination of proteolytic enzymes involved in the degradation process of connective tissue matrix and on the identification of biological markers of lung diseases. She gained considerable experience in developing and validating new methodologies whose applications allowed her to determine both the amount of biomarkers (Desmosine and Isodesmosine) in the urine of patients affected by COPD, and the activity of proteolytic enzymes (HNE, Cathepsin G, Pseudomonas aeruginosa elastase) in the sputa of these patients. Simona Viglio was also involved in research dealing with the supplementation of amino acids in patients with brain injury and chronic heart failure. She is presently engaged in the development of 2-DE and LC-MS techniques for the study of proteomics in biological fluids. The aim of this research is the identification of potential biomarkers of lung diseases. She is an author of about 90 publications (According to Scopus: H-Index: 23; According to WOS: H-Index: 20) on peer-reviewed journals, a member of the “Società Italiana di Biochimica e Biologia Molecolare,“ and a Consultant Reviewer for International Journal of Molecular Science, Journal of Chromatography A, COPD, Plos ONE and Nutritional Neuroscience.",institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorThree:null,series:{id:"11",title:"Biochemistry"}}},seriesLanding:{item:{id:"11",title:"Biochemistry",doi:"10.5772/intechopen.72877",issn:"2632-0983",scope:"Biochemistry, the study of chemical transformations occurring within living organisms, impacts all areas of life sciences, from molecular crystallography and genetics to ecology, medicine, and population biology. Biochemistry examines macromolecules - proteins, nucleic acids, carbohydrates, and lipids – and their building blocks, structures, functions, and interactions. Much of biochemistry is devoted to enzymes, proteins that catalyze chemical reactions, enzyme structures, mechanisms of action and their roles within cells. Biochemistry also studies small signaling molecules, coenzymes, inhibitors, vitamins, and hormones, which play roles in life processes. Biochemical experimentation, besides coopting classical chemistry methods, e.g., chromatography, adopted new techniques, e.g., X-ray diffraction, electron microscopy, NMR, radioisotopes, and developed sophisticated microbial genetic tools, e.g., auxotroph mutants and their revertants, fermentation, etc. More recently, biochemistry embraced the ‘big data’ omics systems. Initial biochemical studies have been exclusively analytic: dissecting, purifying, and examining individual components of a biological system; in the apt words of Efraim Racker (1913 –1991), “Don’t waste clean thinking on dirty enzymes.” Today, however, biochemistry is becoming more agglomerative and comprehensive, setting out to integrate and describe entirely particular biological systems. The ‘big data’ metabolomics can define the complement of small molecules, e.g., in a soil or biofilm sample; proteomics can distinguish all the comprising proteins, e.g., serum; metagenomics can identify all the genes in a complex environment, e.g., the bovine rumen. This Biochemistry Series will address the current research on biomolecules and the emerging trends with great promise.",coverUrl:"https://cdn.intechopen.com/series/covers/11.jpg",latestPublicationDate:"June 29th, 2022",hasOnlineFirst:!0,numberOfOpenTopics:4,numberOfPublishedChapters:318,numberOfPublishedBooks:32,editor:{id:"31610",title:"Dr.",name:"Miroslav",middleName:null,surname:"Blumenberg",fullName:"Miroslav Blumenberg",profilePictureURL:"https://mts.intechopen.com/storage/users/31610/images/system/31610.jpg",biography:"Miroslav Blumenberg, Ph.D., was born in Subotica and received his BSc in Belgrade, Yugoslavia. He completed his Ph.D. at MIT in Organic Chemistry; he followed up his Ph.D. with two postdoctoral study periods at Stanford University. Since 1983, he has been a faculty member of the RO Perelman Department of Dermatology, NYU School of Medicine, where he is codirector of a training grant in cutaneous biology. Dr. Blumenberg’s research is focused on the epidermis, expression of keratin genes, transcription profiling, keratinocyte differentiation, inflammatory diseases and cancers, and most recently the effects of the microbiome on the skin. He has published more than 100 peer-reviewed research articles and graduated numerous Ph.D. and postdoctoral students.",institutionString:null,institution:{name:"New York University Langone Medical Center",institutionURL:null,country:{name:"United States of America"}}},subseries:[{id:"14",title:"Cell and Molecular Biology",keywords:"Omics (Transcriptomics; Proteomics; Metabolomics), Molecular Biology, Cell Biology, Signal Transduction and Regulation, Cell Growth and Differentiation, Apoptosis, Necroptosis, Ferroptosis, Autophagy, Cell Cycle, Macromolecules and Complexes, Gene Expression",scope:"The Cell and Molecular Biology topic within the IntechOpen Biochemistry Series aims to rapidly publish contributions on all aspects of cell and molecular biology, including aspects related to biochemical and genetic research (not only in humans but all living beings). We encourage the submission of manuscripts that provide novel and mechanistic insights that report significant advances in the fields. Topics include, but are not limited to: Advanced techniques of cellular and molecular biology (Molecular methodologies, imaging techniques, and bioinformatics); Biological activities at the molecular level; Biological processes of cell functions, cell division, senescence, maintenance, and cell death; Biomolecules interactions; Cancer; Cell biology; Chemical biology; Computational biology; Cytochemistry; Developmental biology; Disease mechanisms and therapeutics; DNA, and RNA metabolism; Gene functions, genetics, and genomics; Genetics; Immunology; Medical microbiology; Molecular biology; Molecular genetics; Molecular processes of cell and organelle dynamics; Neuroscience; Protein biosynthesis, degradation, and functions; Regulation of molecular interactions in a cell; Signalling networks and system biology; Structural biology; Virology and microbiology.",annualVolume:11410,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/14.jpg",editor:{id:"165627",title:"Dr.",name:"Rosa María",middleName:null,surname:"Martínez-Espinosa",fullName:"Rosa María Martínez-Espinosa",profilePictureURL:"https://mts.intechopen.com/storage/users/165627/images/system/165627.jpeg",institutionString:null,institution:{name:"University of Alicante",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"79367",title:"Dr.",name:"Ana Isabel",middleName:null,surname:"Flores",fullName:"Ana Isabel Flores",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRpIOQA0/Profile_Picture_1632418099564",institutionString:null,institution:{name:"Hospital Universitario 12 De Octubre",institutionURL:null,country:{name:"Spain"}}},{id:"328234",title:"Ph.D.",name:"Christian",middleName:null,surname:"Palavecino",fullName:"Christian Palavecino",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000030DhEhQAK/Profile_Picture_1628835318625",institutionString:null,institution:{name:"Central University of Chile",institutionURL:null,country:{name:"Chile"}}},{id:"186585",title:"Dr.",name:"Francisco Javier",middleName:null,surname:"Martin-Romero",fullName:"Francisco Javier Martin-Romero",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSB3HQAW/Profile_Picture_1631258137641",institutionString:null,institution:{name:"University of Extremadura",institutionURL:null,country:{name:"Spain"}}}]},{id:"15",title:"Chemical Biology",keywords:"Phenolic Compounds, Essential Oils, Modification of Biomolecules, Glycobiology, Combinatorial Chemistry, Therapeutic peptides, Enzyme Inhibitors",scope:"Chemical biology spans the fields of chemistry and biology involving the application of biological and chemical molecules and techniques. In recent years, the application of chemistry to biological molecules has gained significant interest in medicinal and pharmacological studies. This topic will be devoted to understanding the interplay between biomolecules and chemical compounds, their structure and function, and their potential applications in related fields. Being a part of the biochemistry discipline, the ideas and concepts that have emerged from Chemical Biology have affected other related areas. This topic will closely deal with all emerging trends in this discipline.",annualVolume:11411,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/15.jpg",editor:{id:"441442",title:"Dr.",name:"Şükrü",middleName:null,surname:"Beydemir",fullName:"Şükrü Beydemir",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00003GsUoIQAV/Profile_Picture_1634557147521",institutionString:null,institution:{name:"Anadolu University",institutionURL:null,country:{name:"Turkey"}}},editorTwo:{id:"13652",title:"Prof.",name:"Deniz",middleName:null,surname:"Ekinci",fullName:"Deniz Ekinci",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYLT1QAO/Profile_Picture_1634557223079",institutionString:null,institution:{name:"Ondokuz Mayıs University",institutionURL:null,country:{name:"Turkey"}}},editorThree:null,editorialBoard:[{id:"219081",title:"Dr.",name:"Abdulsamed",middleName:null,surname:"Kükürt",fullName:"Abdulsamed Kükürt",profilePictureURL:"https://mts.intechopen.com/storage/users/219081/images/system/219081.png",institutionString:null,institution:{name:"Kafkas University",institutionURL:null,country:{name:"Turkey"}}},{id:"241413",title:"Dr.",name:"Azhar",middleName:null,surname:"Rasul",fullName:"Azhar Rasul",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRT1oQAG/Profile_Picture_1635251978933",institutionString:null,institution:{name:"Government College University, Faisalabad",institutionURL:null,country:{name:"Pakistan"}}},{id:"178316",title:"Ph.D.",name:"Sergey",middleName:null,surname:"Sedykh",fullName:"Sergey Sedykh",profilePictureURL:"https://mts.intechopen.com/storage/users/178316/images/system/178316.jfif",institutionString:null,institution:{name:"Novosibirsk State University",institutionURL:null,country:{name:"Russia"}}}]},{id:"17",title:"Metabolism",keywords:"Biomolecules Metabolism, Energy Metabolism, Metabolic Pathways, Key Metabolic Enzymes, Metabolic Adaptation",scope:"Metabolism is frequently defined in biochemistry textbooks as the overall process that allows living systems to acquire and use the free energy they need for their vital functions or the chemical processes that occur within a living organism to maintain life. Behind these definitions are hidden all the aspects of normal and pathological functioning of all processes that the topic ‘Metabolism’ will cover within the Biochemistry Series. Thus all studies on metabolism will be considered for publication.",annualVolume:11413,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/17.jpg",editor:{id:"138626",title:"Dr.",name:"Yannis",middleName:null,surname:"Karamanos",fullName:"Yannis Karamanos",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002g6Jv2QAE/Profile_Picture_1629356660984",institutionString:null,institution:{name:"Artois University",institutionURL:null,country:{name:"France"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"243049",title:"Dr.",name:"Anca",middleName:null,surname:"Pantea Stoian",fullName:"Anca Pantea Stoian",profilePictureURL:"https://mts.intechopen.com/storage/users/243049/images/system/243049.jpg",institutionString:null,institution:{name:"Carol Davila University of Medicine and Pharmacy",institutionURL:null,country:{name:"Romania"}}},{id:"203824",title:"Dr.",name:"Attilio",middleName:null,surname:"Rigotti",fullName:"Attilio Rigotti",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institutionString:null,institution:{name:"Pontifical Catholic University of Chile",institutionURL:null,country:{name:"Chile"}}},{id:"300470",title:"Dr.",name:"Yanfei (Jacob)",middleName:null,surname:"Qi",fullName:"Yanfei (Jacob) Qi",profilePictureURL:"https://mts.intechopen.com/storage/users/300470/images/system/300470.jpg",institutionString:null,institution:{name:"Centenary Institute of Cancer Medicine and Cell Biology",institutionURL:null,country:{name:"Australia"}}}]},{id:"18",title:"Proteomics",keywords:"Mono- and Two-Dimensional Gel Electrophoresis (1-and 2-DE), Liquid Chromatography (LC), Mass Spectrometry/Tandem Mass Spectrometry (MS; MS/MS), Proteins",scope:"With the recognition that the human genome cannot provide answers to the etiology of a disorder, changes in the proteins expressed by a genome became a focus in research. Thus proteomics, an area of research that detects all protein forms expressed in an organism, including splice isoforms and post-translational modifications, is more suitable than genomics for a comprehensive understanding of the biochemical processes that govern life. The most common proteomics applications are currently in the clinical field for the identification, in a variety of biological matrices, of biomarkers for diagnosis and therapeutic intervention of disorders. From the comparison of proteomic profiles of control and disease or different physiological states, which may emerge, changes in protein expression can provide new insights into the roles played by some proteins in human pathologies. Understanding how proteins function and interact with each other is another goal of proteomics that makes this approach even more intriguing. Specialized technology and expertise are required to assess the proteome of any biological sample. Currently, proteomics relies mainly on mass spectrometry (MS) combined with electrophoretic (1 or 2-DE-MS) and/or chromatographic techniques (LC-MS/MS). MS is an excellent tool that has gained popularity in proteomics because of its ability to gather a complex body of information such as cataloging protein expression, identifying protein modification sites, and defining protein interactions. The Proteomics topic aims to attract contributions on all aspects of MS-based proteomics that, by pushing the boundaries of MS capabilities, may address biological problems that have not been resolved yet.",annualVolume:11414,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/18.jpg",editor:{id:"200689",title:"Prof.",name:"Paolo",middleName:null,surname:"Iadarola",fullName:"Paolo Iadarola",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSCl8QAG/Profile_Picture_1623568118342",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorTwo:{id:"201414",title:"Dr.",name:"Simona",middleName:null,surname:"Viglio",fullName:"Simona Viglio",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRKDHQA4/Profile_Picture_1630402531487",institutionString:null,institution:{name:"University of Pavia",institutionURL:null,country:{name:"Italy"}}},editorThree:null,editorialBoard:[{id:"72288",title:"Dr.",name:"Arli Aditya",middleName:null,surname:"Parikesit",fullName:"Arli Aditya Parikesit",profilePictureURL:"https://mts.intechopen.com/storage/users/72288/images/system/72288.jpg",institutionString:null,institution:{name:"Indonesia International Institute for Life Sciences",institutionURL:null,country:{name:"Indonesia"}}},{id:"40928",title:"Dr.",name:"Cesar",middleName:null,surname:"Lopez-Camarillo",fullName:"Cesar Lopez-Camarillo",profilePictureURL:"https://mts.intechopen.com/storage/users/40928/images/3884_n.png",institutionString:null,institution:{name:"Universidad Autónoma de la Ciudad de México",institutionURL:null,country:{name:"Mexico"}}},{id:"81926",title:"Dr.",name:"Shymaa",middleName:null,surname:"Enany",fullName:"Shymaa Enany",profilePictureURL:"https://mts.intechopen.com/storage/users/81926/images/system/81926.png",institutionString:"Suez Canal University",institution:{name:"Suez Canal University",institutionURL:null,country:{name:"Egypt"}}}]}]}},libraryRecommendation:{success:null,errors:{},institutions:[]},route:{name:"profile.detail",path:"/profiles/118533",hash:"",query:{},params:{id:"118533"},fullPath:"/profiles/118533",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()