MSE results for experiment 1.
\\n\\n
\\n"}]',published:!0,mainMedia:{caption:"Milestone",originalUrl:"/media/original/124"}},components:[{type:"htmlEditorComponent",content:'
Barely three months into the new year and we are happy to announce a monumental milestone reached - 150 million downloads.
\n\nThis achievement solidifies IntechOpen’s place as a pioneer in Open Access publishing and the home to some of the most relevant scientific research available through Open Access.
\n\nWe are so proud to have worked with so many bright minds throughout the years who have helped us spread knowledge through the power of Open Access and we look forward to continuing to support some of the greatest thinkers of our day.
\n\nThank you for making IntechOpen your place of learning, sharing, and discovery, and here’s to 150 million more!
\n\n\n\n\n'}],latestNews:[{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"},{slug:"introducing-intechopen-book-series-a-new-publishing-format-for-oa-books-20210915",title:"Introducing IntechOpen Book Series - A New Publishing Format for OA Books"}]},book:{item:{type:"book",id:"4724",leadTitle:null,fullTitle:"Recent Advances in Liver Diseases and Surgery",title:"Recent Advances in Liver Diseases and Surgery",subtitle:null,reviewType:"peer-reviewed",abstract:"This book presents the most recent advances in the field of liver diseases and surgery, including the remarkable advances in Hepatitis C therapy, liver tumors, injuries, cysts, resections, transplantation, and preoperative management of patients with liver diseases. The editors are the dean and vice deans of the National Liver Institute, Menoufia University, a dedicated international center of excellence and a leading medical institution in the Middle East for the diagnosis and management of liver diseases and advanced training and research in hepatobiliary sciences. The authors are leading experts from four continents across the globe (North America, Europe, Asia, and Africa). In other words, the book team reflects an international dream team of experts in the area of liver diseases.",isbn:null,printIsbn:"978-953-51-2193-0",pdfIsbn:"978-953-51-7260-4",doi:"10.5772/59737",price:139,priceEur:155,priceUsd:179,slug:"recent-advances-in-liver-diseases-and-surgery",numberOfPages:330,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"00acb64dc687301436a332e905747071",bookSignature:"Hesham Abdeldayem,Ahmed El-Shaarawy, Tary Salman",publishedDate:"October 28th 2015",coverURL:"https://cdn.intechopen.com/books/images_new/4724.jpg",numberOfDownloads:19680,numberOfWosCitations:0,numberOfCrossrefCitations:2,numberOfCrossrefCitationsByBook:1,numberOfDimensionsCitations:2,numberOfDimensionsCitationsByBook:1,hasAltmetrics:1,numberOfTotalCitations:4,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"November 4th 2014",dateEndSecondStepPublish:"November 25th 2014",dateEndThirdStepPublish:"March 1st 2015",dateEndFourthStepPublish:"May 30th 2015",dateEndFifthStepPublish:"June 29th 2015",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"72383",title:"Prof.",name:"Hesham",middleName:null,surname:"Abdeldayem",slug:"hesham-abdeldayem",fullName:"Hesham Abdeldayem",profilePictureURL:"https://mts.intechopen.com/storage/users/72383/images/system/72383.png",biography:"Professor Abdeldayem graduated from Kasr Elaini School of Medicine in 1987. He received training at Cairo University Hospitals, Menoufia University, University of Pittsburgh Medical Center and King Abdul-Aziz Medical City. He Joined the National Liver Institute in 1993. He has several publications in the fields of hepato-pancreato-biliary surgery and organ transplantation. He is a Member of InTechOpen\\'s Editorial Advisory Board, and is Associate editor in another publication. He currently holds the positions of Professor of Surgery and Dean of the National Liver Institute, Menoufia University, Egypt.",institutionString:"Menoufia University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"8",totalChapterViews:"0",totalEditedBooks:"9",institution:{name:"Menoufia University",institutionURL:null,country:{name:"Egypt"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:{id:"174812",title:"Prof.",name:"Ahmed",middleName:null,surname:"Elshaarawy",slug:"ahmed-elshaarawy",fullName:"Ahmed Elshaarawy",profilePictureURL:"https://mts.intechopen.com/storage/users/174812/images/5499_n.jpg",biography:"Ahmed El-Shaarawy, Professor of Clinical Pathology and Dean of the National Liver Institute, Menoufia University, Egypt. He has graduated from the School of Medicine, Benha University in 1981, where he was appointed as a resident of Clinical Pathology, after which he moved to the National Liver Institute in 1988 as an Assistant Lecturer in Clinical Pathology. There he was promoted to a position of Lecturer, Assistant Professor and lastly, to Professor of Clinical Pathology. Prof. Elshaarawy has contributed to many research projects and publications in the field of clinical pathology, liver diseases, liver transplantation and stem cells.",institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"0",institution:null},coeditorTwo:{id:"174813",title:"Prof.",name:"Tary",middleName:null,surname:"Salman",slug:"tary-salman",fullName:"Tary Salman",profilePictureURL:"https://mts.intechopen.com/storage/users/174813/images/system/174813.jpg",biography:"Tary Salman, Professor of Hepatology and Vice Dean for Community and Environmental Service, National Liver Institute, Menoufia University, Egypt. She has graduated from the School of Medicine, Alexandria University in 1985, where she was appointed as a resident of Tropical Medicine, after which she moved to the National Liver Institute in 1990 as an assistant Lecturer in Hepatology. There Prof. Salman was promoted to a position of Lecturer, Assistant Professor and lastly, to Professor of Hepatology. She contributed in many research projects and publications in the field of liver diseases and transplantation.",institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"0",institution:null},coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"1021",title:"Hepatology",slug:"gastroenterology-hepatology"}],chapters:[{id:"48993",title:"Preoperative Evaluation and Management of Patients with Liver Disease",doi:"10.5772/60999",slug:"preoperative-evaluation-and-management-of-patients-with-liver-disease",totalDownloads:2773,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:"Patients with liver disease who undergo surgery have an increased risk of morbidity and mortality. Impairment of the liver functions increases the risks of surgery and anesthesia.The risk depends on the severity of liver disease, nature of the surgery and comorbid conditions. Patients with compensated cirrhosis and normal synthetic function have a low risk. Elective surgery should be postponed in patients with abnormal liver tests. All patients should have thorough preoperative evaluation, and their conditions are to be optimized before elective surgery. Thorough history and physical examination usually provide important informatation. Elective surgery can be rescheduled or cancelled once the severity of underlying liver disease is assessed. When surgery is mandatory, meticulous perioperative management is required, including hemodynamic stability, broad-spectrum antibiotics, correction of coagulopathy, improvement of nutritional status, avoidance of nephrotoxins and sedatives that could precipitate hepatic encephalopathy, and intensive care unit admission if needed.",signatures:"Hesham Abdeldayem, Ahmed El Shaarawy, Tary Salman and Essam\nSalah Hammad",downloadPdfUrl:"/chapter/pdf-download/48993",previewPdfUrl:"/chapter/pdf-preview/48993",authors:[{id:"72383",title:"Prof.",name:"Hesham",surname:"Abdeldayem",slug:"hesham-abdeldayem",fullName:"Hesham Abdeldayem"},{id:"174812",title:"Prof.",name:"Ahmed",surname:"Elshaarawy",slug:"ahmed-elshaarawy",fullName:"Ahmed Elshaarawy"},{id:"174813",title:"Prof.",name:"Tary",surname:"Salman",slug:"tary-salman",fullName:"Tary Salman"}],corrections:null},{id:"49212",title:"New Perspective in HCV Clinical and Economical Management of the Current and Future Therapies",doi:"10.5772/61187",slug:"new-perspective-in-hcv-clinical-and-economical-management-of-the-current-and-future-therapies",totalDownloads:1498,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Hepatitis C virus (HCV) is a progressive disease that infects more than 185 million individuals worldwide and is associated with persistence of viral replication and ongoing necroinflammation and fibrosis. To date 20% of patients chronically infected with HCV progress to cirrhosis. Epidemiological studies demonstrate that the incidence of HCV is not well known, because acute infection is generally asymptomatic. The global prevalence is about 2.2% and there is a large degree of geographic variability. Before the 2011, the gold standard of therapy for the treatment of chronic hepatitis C (CHC) was based on the combination of pegylated Interferon (peg-IFN) and Ribavirin (RBV). However, several aspects related to safety profile limited their use in clinical practice. In the recent years, thanks to basic research on HCV structure and replicative cycle, it has been possible to develop direct acting antiviral drugs that have dramatically increased the viral clearance rate. Specifically, the advent of the triple therapy employing direct acting antivirals has dramatically increased the viral clearance rate, from less than 10%, with the initial regimen of IFN monotherapy, to more than 95% with the current therapy. Even though new medications for hepatitis C are effective disease modifiers and have the potential, in a long term perspective, to eradicate the pathology, the cost of new treatments are unlikely to be sustainable for the NHSs. The evidence documenting the effectiveness and tolerability of the new therapies for HCV and several pharmacoeconomic analysis, shows that despite the cost, the new treatments can be considered cost-effective in the long period. However, the health care systems are unable to compensate the height financial resources immediately needed for treating patients with the long terms savings that will be obtained from the eradication of HCV. Indeed, new pharmaceutical policy and a global commitment is required to improve strategies of treatment and price negotiation with pharmaceutical companies to move from a theoretical cost-effectiveness approach to a practical cost-sustainable reality.",signatures:"P. Pierimarchi, G. Nicotera, G. Sferrazza, F. Andreola, A. Serafino and\nP.D. Siviero",downloadPdfUrl:"/chapter/pdf-download/49212",previewPdfUrl:"/chapter/pdf-preview/49212",authors:[{id:"81619",title:"Dr.",name:"Annalucia",surname:"Serafino",slug:"annalucia-serafino",fullName:"Annalucia Serafino"},{id:"85571",title:"Dr.",name:"Pasquale",surname:"Pierimarchi",slug:"pasquale-pierimarchi",fullName:"Pasquale Pierimarchi"},{id:"177205",title:"Dr.",name:"Giuseppe",surname:"Nicotera",slug:"giuseppe-nicotera",fullName:"Giuseppe Nicotera"},{id:"177206",title:"Dr.",name:"Gianluca",surname:"Sferrazza",slug:"gianluca-sferrazza",fullName:"Gianluca Sferrazza"},{id:"177207",title:"Dr.",name:"Federica",surname:"Andreola",slug:"federica-andreola",fullName:"Federica Andreola"},{id:"177208",title:"Dr.",name:"Paolo Daniele",surname:"Siviero",slug:"paolo-daniele-siviero",fullName:"Paolo Daniele Siviero"}],corrections:null},{id:"48972",title:"Advances in HCV Therapy",doi:"10.5772/60986",slug:"advances-in-hcv-therapy",totalDownloads:1289,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Hepatitis C is a devastating illness which has the potential in the majority of cases to lead to significant morbidity and mortality. Worldwide, the number living with chronic hepatitis C approaches 185 million. Up until recently, the regimen of peg-IFN and ribavirin stood as the standard of care and is still commonly used as first line therapy. This is rapidly changing. Direct acting antivirals have altered the landscape drastically. By understanding the genome of the hepatitis C virus, scientists and researchers have been able to exploit its mechanism of transmission by creating inhibitors against several of the nonstructural proteins that are integral to HCV replication and function [NS3/4 protease, NS5A polymerase, and NS5B polymerases (nucleoside and non-nucleoside)]. The previously reported 50%-70% SVR rates achieved with peg-IFN and RBV are no longer the standard of care. Thanks to direct acting antivirals, IFN free as well as “all oral” regimens are being used to treat HCV. In addition to this, ribavirin-free regimens are also available. These highly effective therapies also provide far less side effects and accomplish better results in less time, thus shortening treatment duration significantly. Additionally, even in the notoriously difficult -to-treat populations, results have been promising.",signatures:"Eric Hilgenfeldt and Roberto J. Firpi",downloadPdfUrl:"/chapter/pdf-download/48972",previewPdfUrl:"/chapter/pdf-preview/48972",authors:[{id:"175266",title:"Dr.",name:"Eric",surname:"Hilgenfeldt",slug:"eric-hilgenfeldt",fullName:"Eric Hilgenfeldt"}],corrections:null},{id:"48923",title:"Hepatitis C — Overview and Update in Treatment",doi:"10.5772/60949",slug:"hepatitis-c-overview-and-update-in-treatment",totalDownloads:1303,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Hepatitis C virus (HCV) infection is one of the main causes of chronic liver disease worldwide, making it a major public health issue. The World Health Organization (WHO) estimates a worldwide prevalence of 3%. Each year, three to four million people are newly diagnosed with HCV, and it remains endemic in many countries of the world. According to the WHO, there are at least 21.3 million HCV carriers in Eastern Mediterranean countries, a figure close to the combined number of estimated carriers in the Americas and Europe. The purpose of this chapter is to give an overview and update in treatment of HCV patients by a broad search of published literature on aspect of epidemiology, natural history, risk factors, diagnosis and treatment of HCV, graded on the best available evidence. All that to improve HCV patient care, and to promote and improve the multidisciplinary care required in the treatment of these patients.",signatures:"Abdullah Saeed Gozai Al-Ghamdi",downloadPdfUrl:"/chapter/pdf-download/48923",previewPdfUrl:"/chapter/pdf-preview/48923",authors:[{id:"34176",title:"Dr",name:"Abdullah",surname:"Al-Ghamdi",slug:"abdullah-al-ghamdi",fullName:"Abdullah Al-Ghamdi"}],corrections:null},{id:"48962",title:"Past, Present, and Future Perspectives on the Systemic Therapy for Advanced Hepatocellular Carcinoma (HCC) — A Comprehensive Review",doi:"10.5772/60991",slug:"past-present-and-future-perspectives-on-the-systemic-therapy-for-advanced-hepatocellular-carcinoma-h",totalDownloads:1313,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Hepatocellular carcinoma (HCC) is the fifth most frequent cancer, the third leading cause of cancer-related mortality, and the first leading cause of death in patients with cirrhosis. Management of primary locally advanced, inoperable, recurrent or metastatic HCC is very challenging and continues to be a topic of controversy. Herein, we shed light on the past, present, and future perspectives on the systemic therapy (hormonal therapy, cytotoxic chemotherapy, and novel molecularly targeted therapy) for management of patients with advanced HCC.",signatures:"Ahmed Abu-Zaid, Lynn Alkhatib, Judie Noemie Hoilat, Sana Samer\nKadan, Abdulaziz Mohammed Eshaq, Ahmed Mubarak Fothan,\nAbdulrahman Mohammed Bakather, Mohammed Abuzaid, Daniah\nSaud Aloufi, Abdulhadi A. Alamodi and Ayman Azzam",downloadPdfUrl:"/chapter/pdf-download/48962",previewPdfUrl:"/chapter/pdf-preview/48962",authors:[{id:"99947",title:"Dr.",name:"Ayman",surname:"Azzam",slug:"ayman-azzam",fullName:"Ayman Azzam"},{id:"173093",title:"Dr.",name:"Ahmed",surname:"Abu-Zaid",slug:"ahmed-abu-zaid",fullName:"Ahmed Abu-Zaid"}],corrections:null},{id:"49241",title:"LAPTM4B Targeting as Potential Therapy for Hepatocellular Carcinoma",doi:"10.5772/61345",slug:"laptm4b-targeting-as-potential-therapy-for-hepatocellular-carcinoma",totalDownloads:1541,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"HCC is one of the most common cancers worldwide with high prevalence, recurrence, and lethality. The curative rate is not satisfactory. LAPTM4B is a novel driver gene of HCC first indentified by our group. It is over-expressed in 87.3% of HCC. The expression levels of the encoded LAPTM4B-35 protein in HCC is also over-expressed in 86.2% of HCC and shows a significant positive correlation with pathological grade, metastasis, and recurrence, and a negative correlation with postoperative overall- and cancer free- survival of HCC patients. Moreover, HCC cells showing high expression of LAPTM4B-35 show a strong tendency to metastasize and enhanced drug resistance. Overexpression of this gene promotes tumorigenesis, faster growth of human HCC xenografts and metastasis in nude mice, and leads to anti-apoptosis, deregulation of proliferation, enhancement of migration and invasion, as well as multi-drug resistance. In addition, overexpression of LAPTM4B-35 leads to accumulation of a number of oncoproteins and to down-regulation of a number of tumor suppressing proteins. By contrary, knockdown of endogenous LAPTM4B-35 via RNAi results in remarkable inhibition of xenograft growth and metastasis of human HCC in nude mice. Also, RNAi knockdown of LAPTN4B-35 can reverse the cellular and molecular malignant phenotypes noted above.",signatures:"Rou Li Zhou, Mao Jin Li, Xuan Hui Wei, Hua Yang, Yi Shan, Ly Li and\nXin Rong Liu",downloadPdfUrl:"/chapter/pdf-download/49241",previewPdfUrl:"/chapter/pdf-preview/49241",authors:[{id:"69088",title:"Prof.",name:"Rou Li",surname:"Zhou",slug:"rou-li-zhou",fullName:"Rou Li Zhou"}],corrections:null},{id:"49104",title:"Hepatic Surgery for Colorectal Cancer Metastasis — Possibilities and Prerequisites",doi:"10.5772/60971",slug:"hepatic-surgery-for-colorectal-cancer-metastasis-possibilities-and-prerequisites",totalDownloads:1772,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:"Colorectal cancer is among the most frequent malignant tumours. Liver metastases develop in 70–75% of patients affected by colorectal carcinoma. Nowadays, surgical treatment can significantly improve the 5-year survival ranging 40–58% of the patients undergoing liver surgery. The operation extent ranges from nonanatomic minor resection to major hepatectomy. Recently, liver transplantation has been performed for metastatic colorectal cancer. Laparoscopic approach and robotic surgery can be used by experienced specialists. The prerequisites for successful surgical treatment include exact radiologic diagnostics to determine the number and size of metastases and their association with anatomic structures; individual anatomic peculiarities and remnant liver volume, ranging 20–40% in respect to functional liver status. Magnetic resonance imaging is the most sensitive method that has marked advantages in the diagnostics of lesions smaller than 1 cm and metastases on the background of liver steatosis. Computed tomography is an acceptable alternative that benefits from high spatial resolution and optimal reconstructions to evaluate the anatomy. Additional information can be obtained from tumour markers, including traditional, e.g., carcinoembryonic antigen (CEA) and novel, e.g., microRNAs. To ensure that each colorectal cancer patient receives the best care, the medical society should be well informed about the possibilities in the treatment of liver metastases of colorectal cancer regarding the methods, indications and limits.",signatures:"Ilze Strumfa, Ervins Vasko, Andrejs Vanags, Zane Simtniece, Peteris\nTrapencieris and Janis Gardovskis",downloadPdfUrl:"/chapter/pdf-download/49104",previewPdfUrl:"/chapter/pdf-preview/49104",authors:[{id:"54021",title:"Prof.",name:"Ilze",surname:"Strumfa",slug:"ilze-strumfa",fullName:"Ilze Strumfa"},{id:"159996",title:"Dr.",name:"Zane",surname:"Simtniece",slug:"zane-simtniece",fullName:"Zane Simtniece"},{id:"160000",title:"Prof.",name:"Janis",surname:"Gardovskis",slug:"janis-gardovskis",fullName:"Janis Gardovskis"},{id:"165981",title:"Dr.",name:"Ervins",surname:"Vasko",slug:"ervins-vasko",fullName:"Ervins Vasko"},{id:"174929",title:"Dr.",name:"Andrejs",surname:"Vanags",slug:"andrejs-vanags",fullName:"Andrejs Vanags"},{id:"175847",title:"MSc.",name:"Peteris",surname:"Trapencieris",slug:"peteris-trapencieris",fullName:"Peteris Trapencieris"}],corrections:null},{id:"49022",title:"Surgical Indications, Timing, and Strategy in Non-colorectal Liver Metastases",doi:"10.5772/61079",slug:"surgical-indications-timing-and-strategy-in-non-colorectal-liver-metastases",totalDownloads:1215,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:null,signatures:"Alessandro Uzzau, Serena Bertozzi, Ambrogio P Londero, Stefano\nBacchetti, Enrico Maria Pasqual and Andrea Risaliti",downloadPdfUrl:"/chapter/pdf-download/49022",previewPdfUrl:"/chapter/pdf-preview/49022",authors:[{id:"74447",title:"Dr.",name:"Ambrogio P",surname:"Londero",slug:"ambrogio-p-londero",fullName:"Ambrogio P Londero"},{id:"139756",title:"Prof.",name:"Enricomaria",surname:"Pasqual",slug:"enricomaria-pasqual",fullName:"Enricomaria Pasqual"},{id:"167094",title:"Dr.",name:"Serena",surname:"Bertozzi",slug:"serena-bertozzi",fullName:"Serena Bertozzi"},{id:"174592",title:"Prof.",name:"Alessandro",surname:"Uzzau",slug:"alessandro-uzzau",fullName:"Alessandro Uzzau"},{id:"174824",title:"Dr.",name:"Stefano",surname:"Bacchetti",slug:"stefano-bacchetti",fullName:"Stefano Bacchetti"},{id:"174825",title:"Prof.",name:"Andrea",surname:"Risaliti",slug:"andrea-risaliti",fullName:"Andrea Risaliti"}],corrections:null},{id:"49065",title:"Old versus New – Tumor Ablation versus Tumor Nanoablation with Particular Emphasis on Liver Tumors",doi:"10.5772/61008",slug:"old-versus-new-tumor-ablation-versus-tumor-nanoablation-with-particular-emphasis-on-liver-tumors",totalDownloads:1367,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"Loco-regional treatments play a key role in the management of hepatocellular carcinoma (HCC). Image-guided tumor ablation is recommended in patients with early-stage HCC when surgical options are precluded. Radiofrequency ablation is currently established as the standard method for local tumor treatment. Despite major advances in tumor ablation techniques the disease recurs in a high proportion of cases. A major limitation in its overall effectiveness is due to the difficulties of heating large tumors. Small regions of viable tumor may still remain even after apparently good tumor ablation by perfusion-mediated tissue cooling, preventing the whole tumor reaching a sufficient temperature for coagulation and necrosis. Moreover simple heating techniques have trouble discriminating between tumors and surrounding healthy tissues leading to many side effects. In order to overcome these major limitations numerous groups are investigating the use of energy-absorbing agents localized within tumor tissues to facilitate localized heating. A personal answer based on the review of the literature will be offered to the following questions: NIR photothermal therapy, RFA with nanoparticles, or magnetic fluid hyperthermia for the long term management of HCC? How should we deliver nanoparticles: systemically or directly intratumoral? Ablation versus mild hyperthermia: Pros and Cons in the majority of cases, hyperthermia is applied in one of two ways: a) high temperature for short time periods commonly referred to as ablation, or b) lower temperatures for long time periods, often called mild hyperthermia. The former is used to kill cells directly with heat and consequently can be used to thermally ablate tumor. The second method is just above physiological temperature, and these temperatures are more often used to trigger release from thermosensitive drug carriers. Both approaches can be combined with heat-sensitive drug targeting. There are many ways to induce nanoparticle mediated thermal therapy in solid tumors including absorption of infrared light, radiofrequency ablation and magnetically induced heating. These approaches have demonstrated high efficacy in preclinical models of HCC and are already tested in human clinical trials.",signatures:"Zeno Sparchez, Tudor Mocan and Pompilia Radu",downloadPdfUrl:"/chapter/pdf-download/49065",previewPdfUrl:"/chapter/pdf-preview/49065",authors:[{id:"76354",title:"Prof.",name:"Zeno",surname:"Sparchez",slug:"zeno-sparchez",fullName:"Zeno Sparchez"},{id:"175715",title:"Dr.",name:"Tudor",surname:"Mocan",slug:"tudor-mocan",fullName:"Tudor Mocan"},{id:"175716",title:"Dr.",name:"Pompilia",surname:"Radu",slug:"pompilia-radu",fullName:"Pompilia Radu"}],corrections:null},{id:"49101",title:"Diagnostic and Therapeutic Challenges in Nonparasitic Liver Cysts",doi:"10.5772/61057",slug:"diagnostic-and-therapeutic-challenges-in-nonparasitic-liver-cysts",totalDownloads:1980,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Nonparasitic hepatic cysts constitute a heterogeneous group of disorders. A proper diagnosis of hepatic cyst is necessary in order to adopt the best treatment. The term hepatic cyst usually refers to simple hepatic cysts. Nonparasitic hepatic cysts are also linked to genetic disorders such as polycystic liver disease (PLD) with/without autosomal dominant polycystic kidney disease (ADPKD) or Caroli disease. Generally, patients with nonparasitic hepatic cysts less than 3 cm are asymptomatic. These cysts become symptomatic when are large, multiple, or complicated. Percutaneous abdominal ultrasound is the best imaging modality to diagnose hepatic cysts but must be completed by other imaging and serological tests. It is important to differentiate simple hepatic cyst from hydatid cyst, cystadenoma, and cystadenocarcinoma before proceeding with the treatment. Sometimes the diagnosis is very challenging. Asymptomatic single liver cysts need only surveillance, but symptomatic and complicated ones require therapeutic intervention. Percutaneous aspiration of the cyst under ultrasound guidance is a mini-invasive procedure generally associated with sclerotherapy. The highest success rates were reported for laparoscopic or open cyst fenestration. Liver transplantation is indicated for patients with severe PLD.",signatures:"Mirela Patricia Sîrbu Boeți, Mirela Boroș, Vlad Herlea, Amalia\nPetrișor and Irinel Popescu",downloadPdfUrl:"/chapter/pdf-download/49101",previewPdfUrl:"/chapter/pdf-preview/49101",authors:[{id:"76702",title:"Dr.",name:"Mirela Patricia",surname:"Sîrbu Boeți",slug:"mirela-patricia-sirbu-boeti",fullName:"Mirela Patricia Sîrbu Boeți"},{id:"76729",title:"Prof.",name:"Irinel",surname:"Popescu",slug:"irinel-popescu",fullName:"Irinel Popescu"},{id:"174773",title:"Dr.",name:"Mirela",surname:"Boros",slug:"mirela-boros",fullName:"Mirela Boros"},{id:"174775",title:"Ph.D. Student",name:"Amalia",surname:"Petrisor",slug:"amalia-petrisor",fullName:"Amalia Petrisor"},{id:"175687",title:"Dr.",name:"Vlad",surname:"Herlea",slug:"vlad-herlea",fullName:"Vlad Herlea"}],corrections:null},{id:"49329",title:"Experiences of 30 Years in Right Trisectionectomy for Huge Liver Tumor",doi:"10.5772/61175",slug:"experiences-of-30-years-in-right-trisectionectomy-for-huge-liver-tumor",totalDownloads:1481,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Hepatocellular carcinoma (HCC) is the fifth most common cancer in the world and the third leading cause of cancer-related deaths. Up to now, surgery remains to be the main curative strategy for hepatocellular carcinoma. In this article the author summarizes his experiences of 30 years in right trisectionectomy for huge liver tumor. A total of 459 primary liver cancer patients were hepatomized in author's group. Among them, 33 cases of right trisectionectomies were performed under continuous single interruption of the porta hepatis. The 1-, 3-, and 5-year survival rates were 71.9%, 40.6%, and 34.4%, respectively. The longest cancer-free survival of right trisectionectomy in our group is 26 years. In the author's another cohort, 51 patients underwent hepatectomy without allogeneic blood transfusion. Compared with the control group containing 60 patients who underwent hepatectomy with allogeneic blood transfusion, the morbidity and recurrence rates in the group without allogeneic blood transfusion were significantly decreased (P < 0.05). Surgical anatomy study of the hepatic veins and case reports are also included in this article. Taken together, it is obvious that right trisectionectomy under continuous single interruption of the porta hepatis without allogeneic blood transfusion would benefit the patient with resectable huge HCC.",signatures:"Jing An Rui",downloadPdfUrl:"/chapter/pdf-download/49329",previewPdfUrl:"/chapter/pdf-preview/49329",authors:[{id:"76322",title:"Prof.",name:"Jing An",surname:"Rui",slug:"jing-an-rui",fullName:"Jing An Rui"}],corrections:null},{id:"49218",title:"Liver Trauma",doi:"10.5772/61333",slug:"liver-trauma",totalDownloads:2152,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"The liver is the most frequently injured abdominal organ. Abdominal injuries occur in 31% of patients of polytrauma with 13 and 16% spleen and liver injuries respectively, and pelvic injuries in 28% of cases, making differential diagnosis between pelvic or intractable abdominal injury difficult.[1] Liver trauma is the most common cause of death after abdominal injury. The most common cause of liver injury is blunt abdominal trauma. Identification of serious intra-abdominal trauma is often challenging; many injuries may not manifest during the initial assessment and treatment period. Liver frequently injured following abdominal trauma and associated injuries contribute significantly to mortality and morbidity, and may mask the liver injury and causes delay in diagnosis. Management of hepatic injuries has evolved over the past 30 years. Prior to that time, a diagnostic peritoneal lavage (DPL) positive for blood, was an indication for exploratory celiotomy because of concern about ongoing hemorrhage and/or missed intra-abdominal injuries needing repair. The recognition that between 50 and 80 per cent of liver injuries stop bleeding spontaneously, coupled with better imaging of the injured liver by computed tomography (CT) and efficient ICU management, has led progressively to the acceptance of nonoperative management (NOM) with a resultant decrease in mortality rates.",signatures:"Hanan Alghamdi",downloadPdfUrl:"/chapter/pdf-download/49218",previewPdfUrl:"/chapter/pdf-preview/49218",authors:[{id:"41917",title:"Dr.",name:"Hanan",surname:"Alghamdi",slug:"hanan-alghamdi",fullName:"Hanan Alghamdi"}],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"5744",title:"Updates in Gallbladder Diseases",subtitle:null,isOpenForSubmission:!1,hash:"7b9d968408893bda6c194ebf3fea5ef6",slug:"updates-in-gallbladder-diseases",bookSignature:"Hesham Mohamed Abdeldayem",coverURL:"https://cdn.intechopen.com/books/images_new/5744.jpg",editedByType:"Edited by",editors:[{id:"72383",title:"Prof.",name:"Hesham",surname:"Abdeldayem",slug:"hesham-abdeldayem",fullName:"Hesham Abdeldayem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3164",title:"Hepatic Surgery",subtitle:null,isOpenForSubmission:!1,hash:"e54bf2639e53e684ac2233e94ae53c19",slug:"hepatic-surgery",bookSignature:"Hesham Abdeldayem",coverURL:"https://cdn.intechopen.com/books/images_new/3164.jpg",editedByType:"Edited by",editors:[{id:"72383",title:"Prof.",name:"Hesham",surname:"Abdeldayem",slug:"hesham-abdeldayem",fullName:"Hesham Abdeldayem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"2060",title:"Liver Transplantation",subtitle:"Technical Issues and Complications",isOpenForSubmission:!1,hash:"f1a1413332fb74229afd9d4d68248cbc",slug:"liver-transplantation-technical-issues-and-complications",bookSignature:"Hesham Abdeldayem and Naglaa Allam",coverURL:"https://cdn.intechopen.com/books/images_new/2060.jpg",editedByType:"Edited by",editors:[{id:"72383",title:"Prof.",name:"Hesham",surname:"Abdeldayem",slug:"hesham-abdeldayem",fullName:"Hesham Abdeldayem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"967",title:"Liver Transplantation",subtitle:"Basic Issues",isOpenForSubmission:!1,hash:"d61ca05025c7154ff4579b2d6c95d7ae",slug:"liver-transplantation-basic-issues",bookSignature:"Hesham Abdeldayem and Naglaa Allam",coverURL:"https://cdn.intechopen.com/books/images_new/967.jpg",editedByType:"Edited by",editors:[{id:"72383",title:"Prof.",name:"Hesham",surname:"Abdeldayem",slug:"hesham-abdeldayem",fullName:"Hesham Abdeldayem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"5394",title:"Updates in Liver Cancer",subtitle:null,isOpenForSubmission:!1,hash:"a502cea22e6d113a70f609c947235665",slug:"updates-in-liver-cancer",bookSignature:"Hesham Mohamed Abdeldayem",coverURL:"https://cdn.intechopen.com/books/images_new/5394.jpg",editedByType:"Edited by",editors:[{id:"72383",title:"Prof.",name:"Hesham",surname:"Abdeldayem",slug:"hesham-abdeldayem",fullName:"Hesham Abdeldayem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6502",title:"Topics in the Surgery of the Biliary Tree",subtitle:null,isOpenForSubmission:!1,hash:"6e1e8b08aab8583fc30db6351ae123d6",slug:"topics-in-the-surgery-of-the-biliary-tree",bookSignature:"Hesham Abdeldayem",coverURL:"https://cdn.intechopen.com/books/images_new/6502.jpg",editedByType:"Edited by",editors:[{id:"72383",title:"Prof.",name:"Hesham",surname:"Abdeldayem",slug:"hesham-abdeldayem",fullName:"Hesham Abdeldayem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"5155",title:"Frontiers in Transplantology",subtitle:null,isOpenForSubmission:!1,hash:"f358194cd9d33671b03808b346f354dc",slug:"frontiers-in-transplantology",bookSignature:"Hesham Abdeldayem, Ahmed F. El-Kased and Ahmed El-Shaarawy",coverURL:"https://cdn.intechopen.com/books/images_new/5155.jpg",editedByType:"Edited by",editors:[{id:"72383",title:"Prof.",name:"Hesham",surname:"Abdeldayem",slug:"hesham-abdeldayem",fullName:"Hesham Abdeldayem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6417",title:"The Management of Clinical Trials",subtitle:null,isOpenForSubmission:!1,hash:"5e50e22f9fc899a4c438299287c506f9",slug:"the-management-of-clinical-trials",bookSignature:"Hesham Abdeldayem",coverURL:"https://cdn.intechopen.com/books/images_new/6417.jpg",editedByType:"Edited by",editors:[{id:"72383",title:"Prof.",name:"Hesham",surname:"Abdeldayem",slug:"hesham-abdeldayem",fullName:"Hesham Abdeldayem"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1807",title:"New Advances in the Basic and Clinical Gastroenterology",subtitle:null,isOpenForSubmission:!1,hash:"a7ec52cb83e9fc2064e573afcfc87a71",slug:"new-advances-in-the-basic-and-clinical-gastroenterology",bookSignature:"Thomas Brzozowski",coverURL:"https://cdn.intechopen.com/books/images_new/1807.jpg",editedByType:"Edited by",editors:[{id:"35854",title:"Prof.",name:"Tomasz",surname:"Brzozowski",slug:"tomasz-brzozowski",fullName:"Tomasz Brzozowski"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"225",title:"Peptic Ulcer Disease",subtitle:null,isOpenForSubmission:!1,hash:"d739f4ee9bd8e8521a50ab44d67dd160",slug:"peptic-ulcer-disease",bookSignature:"Jianyuan Chai",coverURL:"https://cdn.intechopen.com/books/images_new/225.jpg",editedByType:"Edited by",editors:[{id:"28281",title:"Dr.",name:"Jianyuan",surname:"Chai",slug:"jianyuan-chai",fullName:"Jianyuan Chai"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],ofsBooks:[]},correction:{item:{id:"79597",slug:"corrigendum-to-dry-hydrogen-peroxide-for-viral-inactivation",title:"Corrigendum to: Dry Hydrogen Peroxide for Viral Inactivation",doi:null,correctionPDFUrl:"https://cdn.intechopen.com/pdfs/79597.pdf",downloadPdfUrl:"/chapter/pdf-download/79597",previewPdfUrl:"/chapter/pdf-preview/79597",totalDownloads:null,totalCrossrefCites:null,bibtexUrl:"/chapter/bibtex/79597",risUrl:"/chapter/ris/79597",chapter:{id:"78994",slug:"dry-hydrogen-peroxide-for-viral-inactivation",signatures:"Chris Lee and John R. Henneman",dateSubmitted:"August 18th 2021",dateReviewed:"September 14th 2021",datePrePublished:"October 21st 2021",datePublished:"May 18th 2022",book:{id:"11006",title:"Disinfection of Viruses",subtitle:null,fullTitle:"Disinfection of Viruses",slug:"disinfection-of-viruses",publishedDate:"May 18th 2022",bookSignature:"Raymond W. Nims and M. Khalid Ijaz",coverURL:"https://cdn.intechopen.com/books/images_new/11006.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"104702",title:"Dr.",name:"Raymond W.",middleName:null,surname:"Nims",slug:"raymond-w.-nims",fullName:"Raymond W. Nims"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:[{id:"414666",title:"M.Sc.",name:"Chris",middleName:null,surname:"Lee",fullName:"Chris Lee",slug:"chris-lee",email:"chris96lee@gmail.com",position:null,institution:null},{id:"415444",title:"MSc.",name:"John R.",middleName:null,surname:"Henneman",fullName:"John R. Henneman",slug:"john-r.-henneman",email:"jrh78@bri.ksu.edu",position:null,institution:{name:"Kansas State University",institutionURL:null,country:{name:"United States of America"}}}]}},chapter:{id:"78994",slug:"dry-hydrogen-peroxide-for-viral-inactivation",signatures:"Chris Lee and John R. Henneman",dateSubmitted:"August 18th 2021",dateReviewed:"September 14th 2021",datePrePublished:"October 21st 2021",datePublished:"May 18th 2022",book:{id:"11006",title:"Disinfection of Viruses",subtitle:null,fullTitle:"Disinfection of Viruses",slug:"disinfection-of-viruses",publishedDate:"May 18th 2022",bookSignature:"Raymond W. Nims and M. Khalid Ijaz",coverURL:"https://cdn.intechopen.com/books/images_new/11006.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"104702",title:"Dr.",name:"Raymond W.",middleName:null,surname:"Nims",slug:"raymond-w.-nims",fullName:"Raymond W. Nims"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:[{id:"414666",title:"M.Sc.",name:"Chris",middleName:null,surname:"Lee",fullName:"Chris Lee",slug:"chris-lee",email:"chris96lee@gmail.com",position:null,institution:null},{id:"415444",title:"MSc.",name:"John R.",middleName:null,surname:"Henneman",fullName:"John R. Henneman",slug:"john-r.-henneman",email:"jrh78@bri.ksu.edu",position:null,institution:{name:"Kansas State University",institutionURL:null,country:{name:"United States of America"}}}]},book:{id:"11006",title:"Disinfection of Viruses",subtitle:null,fullTitle:"Disinfection of Viruses",slug:"disinfection-of-viruses",publishedDate:"May 18th 2022",bookSignature:"Raymond W. Nims and M. Khalid Ijaz",coverURL:"https://cdn.intechopen.com/books/images_new/11006.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"104702",title:"Dr.",name:"Raymond W.",middleName:null,surname:"Nims",slug:"raymond-w.-nims",fullName:"Raymond W. Nims"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}}},ofsBook:{item:{type:"book",id:"11946",leadTitle:null,title:"Field-Programmable Gate Arrays",subtitle:null,reviewType:"peer-reviewed",abstract:"
\r\n\tField programmable array (FPGA) is a programmable device that uses prebuilt logic blocks and routing resources to implement the system without adding additional fabrication steps. The reconfigurable system has applications in computational acceleration and prototyping application-specific integrated circuits (ASIC). The final design of ASIC or processor using FPGA will be continue reprogrammed until we have a bug-free design. The demand for FPGA is expected to increase continuously due to increased adoption of FPGA in areas of enterprise businesses as well as ASIC design because they can be dynamically reprogrammed. The optimized FPGAs are more power-efficient than running equivalent workloads on a CPU. The combination of versatility, efficiency, and performance of FPGAs make the design process more data at a lower total cost of ownership (TCO). Seeing the numerous application of FPGAs irrespective of the domain, it is necessary to understand FPGA in-depth in terms of architecture and applications.
",isbn:"978-1-80356-675-7",printIsbn:"978-1-80356-674-0",pdfIsbn:"978-1-80356-676-4",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,isNomenclature:!1,hash:"d23889b993e9babdb668001a673adb9a",bookSignature:"Dr. Ajay Kumar Singh",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11946.jpg",keywords:"Field Programmable Array, Architecture, Algorithm, Logic Design, Validation, Logic Simulation, Logic Gate, Challenges in FPGA Design, Power-Efficient, Energy Conversion, Embedded System, Low Power Applications",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"March 22nd 2022",dateEndSecondStepPublish:"June 1st 2022",dateEndThirdStepPublish:"July 31st 2022",dateEndFourthStepPublish:"October 19th 2022",dateEndFifthStepPublish:"December 18th 2022",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"a month",secondStepPassed:!0,areRegistrationsClosed:!1,currentStepOfPublishingProcess:3,editedByType:null,kuFlag:!1,biosketch:"Dr. Singh's areas of interest are modeling of submicron MOS devices, Low power VLSI circuit design, Nanotechnology, and Renewable energy sources. He has published more than 95 research papers in various International Journals and conferences and reviewed many research papers submitted to various international journals. He has more than 27 years of teaching experience for graduate and undergraduate students. Dr.Singh is a Senior Member of IEEE and Fellow IETE-India.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"192404",title:"Dr.",name:"Ajay",middleName:"Kumar",surname:"Singh",slug:"ajay-singh",fullName:"Ajay Singh",profilePictureURL:"https://mts.intechopen.com/storage/users/192404/images/system/192404.jpg",biography:"Dr Singh is working as Professor in the Electronics and Communication Engineering of NIIT University-Neemarana Rajasthan India. Prior to joining this Unversity, he was Associate Professor in Faculty of Engineering and Technology, Multimedia University-Melaka Malaysia. He has more than 27 years of teaching experience for graduate and undergraduate students. He has successfully supervised 4 PhDs and 7 Master thesis. His areas of interest are modeling of submicron MOS devices, Low power VLSI circuit design, Nanotechnology and Renewable energy sources. He has published more than 95 research papers in various International Journals and conferences and reviewed many research papers submitted to various international journals. He is associated with many research journals in their editorial board. Dr Singh has contributed two chapters in edited book and authored three books.",institutionString:"NIIT University-Neemarana Rajasthan",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"1",totalChapterViews:"0",totalEditedBooks:"0",institution:null}],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:"453622",firstName:"Tea",lastName:"Jurcic",middleName:null,title:"Ms.",imageUrl:"//cdnintech.com/web/frontend/www/assets/author.svg",email:"tea@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:"59283",title:"Zeolite Mixed Matrix Membranes (Zeolite-MMMs) for Sustainable Engineering",doi:"10.5772/intechopen.73824",slug:"zeolite-mixed-matrix-membranes-zeolite-mmms-for-sustainable-engineering",body:'Both polymeric and ceramic membranes have been the center of interest for their tremendous contribution in water treatment industry. Despite their advantages, these synthetic membranes have limitations in terms of performance and durability. Over the years, researchers have been trying to combine the effective features of both, polymeric and ceramic, materials in one new material called mixed matrix membrane (MMM) or hybrid membrane. The sole purpose of developing new materials has been to associate the advantageous characteristics of the two types of membranes boosting the overall process efficacy. Conventionally, objectives such as enhancement in permeability or selectivity, reduction in fouling and removal of specific contaminants have been attained either by combining two or more processes or by developing an integrated filtration process. However, material advancement in membrane technology and nanotechnology has made it possible to fine tune the process efficiency and have successfully paved the way for the synthesis of MMMs for different applications. Apart from the water purification applications, the advent of MMMs has revolutionized other areas also where separation or purification is of great significance. Some of these potential applications reported in literature include water purification, medical industry, catalytic, and gas separation. Nevertheless, MMMs have not yet crossed the lab-scale barrier because the MMM technology is still in a developmental phase and only a few lab-scale developments have been reported so far.
MMMs can be defined as incorporation of dispersed nanomaterials such as zeolite, carbon molecular sieve, and carbon nanotubes incorporated in a continuous polymer phase. Figure 1 presented a schematic of an ideal MMM structure including the dispersed phase and the polymer matrix [1].
Schematic diagram of an ideal MMM structure [
MMM could offer the physicochemical stability of a ceramic material and the membrane forming ease of polymeric materials while promising the desired morphology with higher permeability, selectivity, higher hydrophilicity, high fouling resistance, high thermal, mechanical, and chemical strength over a wider temperature and pH range [2, 3, 4, 5, 6, 7].These types of MMMs are named as inorganic filler-based MMMs, organic filler-based MMMs, biofiller-based MMMs, and hybrid filler-based MMMs, depending on the type of the dispersed fillers in the polymer matrix, as presented in Figure 1 [1]. This chapter will focus on inorganic filler-based MMM, especially zeolite-MMM.
The field of inorganic filler-based membrane is a promising type of membrane, which has been explored extensively over the recent years. In the polymeric matrix, the inorganic fillers attach themselves to support materials by covalent bonds, van der Waals forces, or hydrogen bonds. These inorganic fillers are prepared through processes such as sol gel, inert gas condensation, pulsed laser ablation, spark discharge generation, ion sputtering, spray pyrolysis, photothermal synthesis, thermal plasma synthesis, flame synthesis, low-temperature reactive synthesis, flame spray pyrolysis, mechanical alloying/milling, mechano-chemical synthesis, and electrodeposition. Currently, different types of inorganic fillers have been added to the polymeric phases. Some of these fillers are zeolite [8], silica [9], TiO2 [10], carbon nanotubes [11], and silver [12]. There are two methods to incorporate inorganic fillers into membrane structure by blending with the solution or by attaching the fillers to the surface through different techniques [4]. Inorganic-based filler MMMs have been employed in water industry for the adsorptive removal of pollutants, disinfection and/ or microbial control, catalytic degradation, and desalination [13]. They also have potentials to provide both high gas superior selectivity and the desirable mechanical and economical properties. Researchers believe that a suitable combination of polymers and inorganic fillers should offer superior permeability and selectivity compared to simple materials. In this review, zeolite-MMM will be comprehensively studied, as a promising membrane for several applications.
Zeolites are microporous crystalline aluminosilicate materials with uniform pore and channel size, thus they are used in various fields such as catalysts in the petrochemical industry, ion-exchangers, and absorbents for softening and purification of water [14, 15, 16]. Incorporation of zeolites into a polymer matrix has attracted great attention in membrane technology, due to several excellent advantages such as permeability improvement of the selective component, in addition to the enhancement of the thermal stability and the mechanical strength of a polymeric membrane, [17] and its molecular sieving property, thermal resistance and chemical stability [18, 19, 20]. On the other hand, zeolites are expensive. Limitation in both polymeric and zeolite offers the need to synthesize the novel polymer–zeolite MMM. The interaction of zeolites in the membrane matrix and its shape-selective catalytic properties could improve permeability and selectivity separations [21]. There have been numerous attempts to incorporate zeolite particles in polymer matrices for gas separation due to its superior separation and size exclusion and in water purification applications [22, 23].
Rezakazemi et al. [24] studied the gas transport properties of zeolite-reinforced polydimethylsiloxane (PDMS) MMM. They evaluated the feasibility of this zeolite-MMM for hydrogen purification and natural gas sweetening, and also the permeation rates of CH4, H2, C3H8, and CO2 were assessed. The filler was dispersed homogenously in the matrix without any voids at the zeolite–polymer interface. It was confirmed that the homogenous incorporation of filler in the matrix resulted in higher gas permeability for the MMM, as compared with the polymeric membranes.
Ciobanu et al. [25] reported that zeolite-polyurethane membranes demonstrated improved properties. The good interaction between the polymer and the zeolite at the interface was confirmed and the membrane swelling was reduced. Consequently, the water flux through membrane increased with increasing zeolite concentration.
Hoek [26] studied the formation of mixed matrix reverse osmosis membranes by the interfacial polymerization of thin film nanocomposite polysulfone supports impregnated with zeolites. Figure 2 represents the cross-section image of zeolite nanocomposite reverse osmosis membrane, which is utilized for water purification through desalination process. It was found that increasing the zeolite nanofillers concentrations resulted in smoother, more hydrophilic, and more negatively charged MMM. As a consequence, the MMM membrane demonstrated high flux and a slight improvement in salt rejection compared to TFC membrane without zeolite nano-particles due to changes of membrane morphology.
Schematic cross-section of zeolite nanocomposite membrane (zeolite-MMM) [
To obtain the optimum interfacial morphology between the zeolites and polymer, several key roles should be considered. The first one is to promote the adhesion between polymer matrix and molecular sieve phases by modifying the zeolite surface with silane coupling agents [27, 28, 29]. The second one is to introduce low molecular weight materials to fill the voids between polymer and molecular sieve phases [30, 31]. The third one is to apply high processing temperatures close to glass transition temperature (Tg) of polymeric materials to maintain the polymer chain flexibility during the membrane formation [32]. The fourth one is to prime the surface of zeolites by polymer [33].
The polymer matrix plays an important role for permeability and the inorganic filler has a controlling factor for the selectivity of the separation process. As a result, interfacial compatibility between the two phases has profound impact on the separation performance for such membranes. The addition of inorganic fillers has key impacts on the interfacial void formation, aggregation, pore blockage of the morphology, and the transport phenomenon. Consequently, the impregnation of zeolites has a significant influence on the overall performance of the newly developed MMMs. The formation of these interfacial voids is attributed to two main phenomena, the interaction between the polymer phase and the filler and the stress exerted during preparation [1, 32]. The presence of interfacial voids creates additional channels that allow the solvent to pass through the membrane [34]. However, mechanical strength and rejection rate are also concerned by the channel density [35].
Figure 3 represents various structures at the polymer/zeolite interface region [36]. Figure 3a demonstrates a homogenous blend of polymer and sieve, indicating an ideal interphase morphology. Figure 3b shows polymer chains rigidification due to the shrinkage stresses generated during solvent removal. Figure 3c confirmed poor compatibility between zeolite and polymer matrix morphology, due to the formation of voids at the interfacial region. Figure 3d indicates sealing surface pores of zeolites by the rigidified polymer chains. Overall, the interaction between polymer and zeolite is related to chemical nature of the polymer and sieve surfaces, and the stress encountered during material preparation, which are the critical factors to form the interphase.
Illustration of various structures at the polymer/zeolite interface region [
These features are a challenge and should be controlled or avoided for the synthesis of the targeted zeolite-MMM for several applications. The formation of relatively nonselective defects at the interface between the zeolite particles and the polymer medium will result in MMMs, which fail to demonstrate their performance [37]. Therefore, despite the good properties of the polymer-zeolite membranes MMMs, they still face some challenges to overcome.
Several strategies have been offered to improve the polymer–zeolite interaction; hence to avoid nonselective voids. These methods are included incorporation of a plasticizer into the polymer solution that can decrease the polymer glass transition temperature (Tg) [32]. Consequently, polymer chain flexibility maintains during membrane preparation either by annealing the membranes above glass transition temperature of polymer [38, 39] or external surface of zeolites can be modified by coupling agents. The surface-initiated polymerization is a most frequent technique to improve the polymer−filler adhesion in polymer-zeolite MMMs [40]. Furthermore, adding the low molecular-weight (LMWAs) to the membrane formulation can act as a compatibilizer or a third component to prepare glassy polymer/ LMWAs blend membranes [31, 41], priming method can be also used to reduce the stress at the polymer-particle interface, and to minimize agglomeration of the particles. Consequently, the interfacial interaction between the two components will be improved through coating the surface of the filler particles with a dilute polymer dope [31], to minimize the zeolite-solvent/nonsolvent interaction, especially for the use of modified zeolite in asymmetric membranes [42]. Therefore, the obtained hydrophobic surface can suppress the zeolite particles from acting as nucleating agents. As a result, it will minimize the voids induced by the unfavorable interaction between polymer and zeolite particles.
Silane coupling agents were commonly proposed to modify the zeolite surface in order to improve the compatibility of the inorganic filler with the polymeric matrix [43, 44]. It is known from literatures related to the silanation of zeolites that silane coupling agents have two types of reactive groups. First, the hydroxyl groups of zeolites, which could make hydrogen bonds with the amino silane agent [43]. Second, the organo functional group, such as amino and epoxy, which could be used to bond polymer chains to the zeolite. Therefore, improving adhesion between the zeolite and the bulk polymer phase in the membrane was achieved [42]. Figure 4 shows a schematic silanation of zeolite surface with 3-aminopropyldimethylethoxysilane (APDMES) coupling agent [42].
Schematic of the envisioned coupling reaction [
Koros [45] indicated that the glass transition temperature of MMMs is influenced by silane modification. In other words, the Tg of the zeolite-MMMs increased with the increasing of silane concentration on the surface of the zeolite particles. As a result, the silane modification of zeolite affects the mechanical properties of continuous phase due to the formation of the hydrogen bonding between the zeolite particles and polymer matrix and the movement reduction of the polymer chains [29, 41].
Leo [46] investigates the effects of silane-grafting on the separation performance of MMM for gas permeation. The 3-aminopropyltrimethoxysilane (APMS) was added to modify SAPO-34 zeolite before the impregnation into the asymmetric polysulfone (PSf) MMMs through dry–wet phase inversion method. Both PSf/modified SAPO-34 membranes showed great enhancement in terms of selectivity and permeability, compared to the original PSf membrane. The increment of CO2 selectivity and permeability was correlated to the diminishing of the interfacial voids, when SAPO-34 zeolite was modified using APMS in ethanol.
Pechar et al. [47] studied the use of 3-aminopropyltrimethoxysilane (APTMS) influence to modify ZSM-2 zeolite to synthesize polyimide MMMs. Although micrographs showed the absence of voids, however, the modified ZSM-2-MMMs performance for CO2 selectivity and permeability was dropped relatively, similarly, to the performance of pure polymeric membrane, due to the pore blockage of the ZSM-2 zeolite [48].
In order to overcome this problem, other researchers such as Li et al [28] modified zeolite 3A, 4A, and 5A using 3-aminopropylmethyldiethoxysilane (APMDES) in toluene solvent. Hence, rigidification of polymer chain and partial pore blockage reduced through this modification process. As a result, they showed high improvement for both of the selectivity and permeability of CO2 than those MMMs containing zeolite without the modification and without major blockage the zeolite pores. Therefore, in some cases, surface modification by the silane coupling agents was recommended to enhance interfacial adhesion but hardly improve permselectivity.
Adding low molecular weight additives (LMWAs) to the membrane formulation acts as a compatibilizer or a third component to improve the compatibility between zeolite and polymer matrix. The low molecular weight materials induce a hydrogen bond with hydroxyl and carbonyl moiety. In addition, the formation of hydrogen bond confirms its solubility in the solvent used to make the polymer dope solution. It should be noted that LMWMs should be solid at room temperature, in order to prevent their evaporation during membrane fabrication, and consequently losing their ability of forming interfacial voids [31]. Once hydrogen bonds are formed between polymer chains and LMWMs, the free volume of polymers decreases, which results in a decrease in their gas permeability whereas increase in their gas permselectivity.
Yilmaz [49] reported mixed matrix membranes for the use in gas separation by blending polycarbonates (PC) with an additive p-nitroaniline (pNA) and incorporating zeolite 4A particles as filler. The permeability of all gases was measured using differential scanning calorimetry (DSC) analysis through PC/(pNA)/zeolite 4A membranes, which were lower than those through pure PC membrane. The incorporation of pNA was essential, since pNA acts as a facilitator for provision of better interaction between rigid, glassy polymer PC and zeolite 4A particles. Therefore, the incorporation of a molecular-weight additive with functional groups into zeolite-MMMs can be used as a tool to improve the structure and performance properties of the membranes.
One of the examples of LMWMs is 2,4,6-triaminopyrimidine (TAP) that contained three primary amine groups, which are able to form hydrogen bonds with both hydroxyl and carbonyl groups [31]. Furthermore, it had been reported that the carbonyl groups of polyimides (PI) could interact with amine groups of urethanes through the hydrogen bond formation.
Park [31] used TAP to obtain the interfacial void-free PI membranes filled with zeolites. TAP enhanced the contact of zeolite particles with polyimide chains presumably by forming the hydrogen bonding. As a consequence, the void-free PI/zeolite 13X/TAP membrane showed the higher gas permeability for He, N2, O2, CO2, and CH4 with little expense of selectivity compared to the PI/TAP membrane having the same PI/TAP ratio, while the PI/zeolite 4A/TAP membrane showed the lower permeability but higher permselectivity. The difference between both membranes was influenced by the pore size of zeolites. In addition, the molecular sieving effect of zeolites seemed to take place when the kinetic diameter of gas penetrants approached the pore size of zeolites.
One of the largest challenges in designing zeolite-MMMs is the poor contact between polymer and zeolite defects. Many efforts made to overcome to this problem associated with the zeolite-MMMs through the annealing of zeolite-MMMs above the glass transition temperature (Tg) [32]. In other words, Tg is considered as a qualitative estimation to compare the polymer chain rigidity of mixed matrix membranes at different zeolite types with simple polymer membrane and it also leads to better contact between zeolite and polymer chain [50]. Annealing process at temperature above the Tg results in the formation of stronger bond between polymer matrix and zeolite. Despite advantages of annealing in relaxing the stress imposed to the hollow fiber membrane, it results in higher packing density of polymer chains. Therefore, there are drawbacks associated with annealing. In addition, it did not lead to significant improvement in the morphology of the membranes. Annealing at high Tg formed sieve-in-a-cage morphology, which will be difficult to create a good contact between the polymer and the sieve [32]. In order to overcome to this disadvantage of annealing, incorporation of a plasticizer into the polymer solution can decrease the polymer Tg and thus maintain polymer chain mobility and flexibility during membrane fabrication [51]. Therefore, to develop membrane fabrication technology, a quench method after annealing membranes above Tg can be effective in gas separation process by forming frozen polymer chains quickly [52]. Therefore, it will have a higher free volume in the polymer matrix and subsequently higher gas permeability without the loss of selectivity.
The dilute polymers are the same as the bulk polymers used for the preparation of MMMs. Coating the surface of the filler particles with a dilute polymer dope is known as the priming method [45]. The agglomeration is considered as responsible for defects between polymer matrix and zeolite particle phases [53]. Since more agglomeration occurs in the polymer matrix when smaller particles are used, especially at high particle loadings, and large zeolite particles are used to form practical mixed matrix membranes. Therefore, zeolite particles were primed by increasing amount of polymer. It should be considered that polymer effectively coats the zeolite particles before adding remaining bulk polymer and mixing with the priming polymer [54]. The purpose of priming is to reduce stress at the polymer-particle interface, increase the compatibility between zeolite and polymer in MMMs, and to minimize agglomeration of zeolite particles [55, 56].
The advent of zeolite-MMMs enhances the separation or purification performance of the membranes significantly. The review represents various applications of zeolite-reinforced polymeric membranes. Some of these potential applications reported in literature include water purification, gas separation, medical, catalytic, and biomedical applications.
Water treatment is increasingly important to remove water pollutants and solve water problems. Drinking water may compose of hazardous substances such as toxins and endocrine disrupting compound. Therefore, it would be urgent to invent more sustainable and reliable treatment process to remove water contaminations and to regulate the quality of drinking water. The development of cost-effective membranes is in a great need to effectively replace the conventional water treatment technologies to produce water that meet or exceed stringent standards.
Recent studies have demonstrated that the zeolite-MMMs were applied to design reverse osmosis membrane to enhance the membrane properties such as permeability, selectivity, stability, surface area, or catalytic activity in water purification and separation processes [57, 58]. Nevertheless, there are only few studies performed on zeolite-MMMs for water treatment, it is determined that the size of zeolite was designed to match the expected polyimide active film thickness, thereby providing a preferential flow path through the nanochannels of zeolites [26, 59].
For example, thin film nanocomposite (TFN) reverse osmosis (RO) membranes have been used by incorporating zeolite particles into the PA rejection layer. It has shown that the incorporation of zeolite in a PA layer could improve its water permeability without significant loss of salt rejection under high pressure during RO process [60]. Main reason for that is nanochannels of zeolites with great sub-nanometer pores in zeolite nanoparticles that behave as preferential flow channels for water molecules. The zeolite-PA-based TFN membranes are considered as superior separation performance for RO applications due to their enhanced water permeability of active layer [61].
Tanga [61] provided an additional study to confirm that thin film nanocomposite membranes can significantly improve FO water flux significant with a relatively low zeolite loading due to both the surface and intrinsic separation properties of TFN membranes. Compared with TFC membrane, the TFN membrane is potentially more favorable during the application of treating feed solutions with relative higher salinity water under AL-FS orientation.
Sridhar [62] studied reactive separation of lactic acid (LA) using a microporous hydrophobic H-beta zeolite/polyvinylidene fluoride (PVDF) mixed matrix membrane from aqueous streams. Experiments were conducted using a stirred cell assembly consisting of two bell-shaped glass pipe reducers containing aqueous LA separated by the membrane from an organic solution of tri-noctylamine (TOA) carrier in alcoholic medium. The interfacial concentrations of species adjacent to the membrane in aqueous and organic chambers are influenced by mass transfer coefficients, the concentration of TOA in organic phase and the zeolite loading, and forward extraction rates. Overall, the mass transfer rates were improved with the zeolite addition, due to the kinetics of complex formation and diffusion. The continuous separation of LA by a membrane contactor could enhance the fermentation yield of the acid, which is inhibited by LA through deactivating of the lactate dehydrogenase enzyme of Lactobacillus bulgaricus microorganism used in the production of LA.
Membrane technologies, such as pervaporation and gas separation, are recognized as highly promising approaches to reduce the energy consumption of industrial processes. Compared with polymeric membranes that show
It is known that the permeability of a gas through an MMM depends on several factors such as intrinsic properties of the filler and polymer, the filler loading, and the filler–polymer matrix interface, and the filler loading [58]. For designing a mixed matrix system for separating a certain gas pair, the molecular sieving phase must provide precise size and shape discrimination ability to distinguish the molecules. Moreover, zeolites with three-dimensional networks are generally preferred for gas separation since they offer less restricted diffusion paths. As a result, the attractive polymer matrix materials are generally glassy with relatively lower permeability and much higher selectivities. Indeed, addition of zeolites or another highly selective media would only improve the already industrially acceptable properties, if defects can be eliminated.
Pechar et al. [63] used silanated zeolite L filler modified with 3-aminopropyltriethoxysilane (APTES) and a glassy polyimide as polymer matrix for fabricating MMMs for gas separations. Both CO2 selectivity and permeability of the modified MMM dropped relatively to the neat membrane, due to the blocked zeolite pores by APTES.
Furthermore, metal–organic frameworks (MOFs), as porous fillers possessing molecular sieving properties, have been combined with polymers to give MMM with substantial enhanced separation performance of CO2/CH4 for natural gas sweetening or CO2/N2 in flue [64]. MOF-74 series recently have demonstrated superior CO2 adsorption capacities, due to the presence of open metal sites. This finding positions the materials as a very promising candidate for CO2 capture from flue gas. Figure 5 represents MIL-101/PSF membranes at different MOF loadings. It was found that the CO2 permeability increases from about 5 to over 35 barrer from pure PSF to 24 wt % MIL-101/PSF. The increase for CO2 also raises the ideal selectivity for CO2/N2 and CO2/CH4 from about 20 to 25 [65].
SEM image of a MIL-101/PSF MMMs shows a homogenous distribution of MOF particles in the polymer matrix at different load [
Recently, many reports demonstrated catalytic activity of polymer–zeolite MMM, because the interaction of materials in the membrane matrix and the shape-selective catalytic properties of zeolites can improve permselective separations. Membrane also functions as a separator in gas phase between different gaseous molecules. Thus, membrane should be permeable enough to give efficient separation. For liquid phase separation, metal organic complexes and inorganic filler such as zeolite have been used [66]. It is well presented mostly that polydimethylsiloxane (PDMS) is incorporated as a polymer matrix because of high permeability, affinity for reagents, thermal, mechanical, and chemical stability [67].
Langhendries and Baron [68] studied the catalytic activity of zeolite-filled poly(dimethylsiloxane) polymer membranes. The incorporation of zeolite-encaged iron-phthalocyanine partial oxidation catalysts into a dense hydrophobic polymer membrane results in a substantial improvement in catalyst performance. Both mathematical model and kinetics determined exact concentrations in polymer and catalyst, and subsequently, the resulting catalyst activity and selectivity. Their results also indicate that hydrophobic poly-(dimethylsiloxane) is an attractive polymer for the incorporation of the hydrophilic zeolite-encaged iron-phthalocyanine catalyst. As a result, diffusion through composite catalytic membranes can be predicted using the mass transfer coefficients of pure zeolite and pure polymer material, and a tortuosity factor based on the zeolite loading as a catalyst.
Another study, Jia and Peinemann [69] investigated the incorporation of polydimethylsiloxane (PDMS) into a polymer matrix and silicalite-1, a hydrophobic zeolite in order to study the permeation of various gases. In their study, only a couple of very high zeolite loadings were investigated, and they indicated that zeolite played the role of a molecular sieve in the membrane by facilitating the permeation of smaller molecules while it prevents the permeation of larger ones.
Combination of polymer materials with zeolite particles has been attracted attention not only due to enhanced mechanical and thermal properties, but also because of antibacterial properties. Polymer hosting can provide the enhanced antibacterial activity. There are three methods such as, production of reactive oxygen species (ROS) MMM, mixed matrix membrane direct damage to cell membrane; uptake of ions from mixed matrix membrane followed by DNA replication; and disruption of adenosine triphosphate (ATP) production [70].
Siddiq [71] studied the antibacterial effects of polysulfone/polyimide (PSf/PI) mixed matrix membranes fabricated by incorporation of modified zeolite (MZ) particles through solution casting method. The antibacterial property of fabricated zeolite-MMMs against Gram-negative bacteria (
Recently, novel zeolite-MMMs have attracted great attention in membrane technology, due to the excellent advantages such as improvement in the permeability, selectivity, thermal stability, mechanical strength of a polymeric membrane. Furthermore, the recent developments demonstrated that gas separation as well as water treatment has significantly benefited from membrane technology so far and advancements in these areas are still in progress in order of their wider use can become a reality. However, the comprehensive understanding of organic–inorganic interfaces is in a great need. Zeolite-MMMs performance suffers from defects caused by poor contact at the molecular sieve/polymer interface, the complexity of the synthesis process, high cost, identification of compatible inorganic particles, agglomeration, inorganic particle concentration, phase separation, control of morphology and structural defects. Moreover, some zeolite-MMMs for water purification application is considered a potential hazard to humans and environmental, which also needs to more study to determine the hazardous character of these nanoparticles and mechanism of nanoparticles embedded membrane fouling in industrially water purification in the future.
One of most difficulties associated with membrane technology is fouling for a long time. Although, several strategies such as incorporation of antifouling nanoparticles, and surface modification have been used to overcome this problem, intensive investigations are needed to stop regeneration of microbial colonies on membrane surface and to reduce the leaching of filler. The next generation MMM should be developed with producing nano-size fillers without aggregation to improve their separation properties for membrane industry especially MMMs. There are several reasons to produce nano-size fillers, especially zeolite fillers such as more polymer/particle interfacial area and enhanced polymer–filler interface contact by smaller particles. The potential of incorporating fillers such as zeolite particles has not been attained up to the expectation of zeolite-MMMs performance, due to the smaller sizes, homogeneous distribution, agglomeration, price, availability, compatibility with polymer interface, their relation with water chemistry, better interfacial contact, and stability.
Despite many novel MMMs and fillers are being investigated so far but their performances are restricted due to limited synthesis processes. Previously process fails to demonstrate their performance due to the formation of relatively nonselective defects at the interface between the zeolite particles and the polymer medium on laboratory scale. Therefore, other major issue related to MMM is the interface defects that can lead to isolating zeolite fillers from the transport processes. Therefore, new techniques to achieve a perfect interface between inorganic fillers and polymers in membranes without compromising performance and scaling up these novel membranes under industrially relevant conditions is greatly needed [72].
In addition, many of these novel MMMs reported so far have been only tested on a laboratory scale and need further research to use commercially in industry. It is required to produce novel materials that can have high selectivity as well as nano-sized fillers with incredibly small sizes. There are limitations on developing novel materials due to high prices or expensive synthesis processes. The molecular dynamic simulations (MD) of mixed matrix materials could be effective approach to predict diffusive performance of MMM, especially zeolite-MMMs, and to provide experimental guidelines for tuning the membrane permeability at the molecular level without high costs. Although there are previously predicted models for predicting the processes contributing to membrane separations, however, studies in MMMs showed inadequate suitable models. Therefore, MD will be essential and effective to predict the morphology and intrinsic properties of these fillers and its interaction of the polymeric matrix.
Last but not least factor, is changing and membrane morphology could change properties of membranes, and subsequently will influence the membrane performance. Therefore, improving membrane performance in real conditions such as high temperature, high pressure, and with incorporating of a plasticizer into the polymer solution would be possible and essential in order to provide better thermally and chemically zeolite-MMMs at different operating conditions.
Although there is development success of the synthesis and the application of MMMs impregnated with zeolites for gas, water separation, and other applications, however, the mechanisms behind these phenomena require intensive investigations for more advanced MMM technology.
Mixed matrix membranes with zeolite fillers has attracted a lot of attention in membrane technology research due to its excellent advantages, such as high permeability and improved selectivity. Zeolite-MMMs could be considered an ideal candidate for purification industry since it combines the properties of polymeric matric and zeolite inorganic fillers. Application and fabrication techniques of zeolite reinforced polymeric membranes have been comprehensively reviewed in this article with the aim of optimizing interfacial interaction between the zeolite and the polymeric matrix. Compatibility between zeolite and polymer matrix can be improved with a number of methods, such as: by applying high processing temperature during membrane formation, the silane modification, and priming on the particle’s surface, annealing that can relax the stress imposed to hollow fiber and result in higher packing density of polymer chains, and the introduction of a LMWA agent between the polymer matrix and inorganic particles.
There have been numerous attempts to incorporate zeolite particles in polymer matrices in water purification applications and for gas separation due to its superior separation properties and size exclusion. Applications of zeolite-MMMs were re-evaluated for a variety of industrial processes, including water purification, medical industry, catalytic, and gas separation. However, despite its advantages, there are still issues and difficulties associated with zeolite-MMMs that have restricted their wider applications.
It can be concluded that the advancements in the application and fabrication of zeolite-MMM needs further intensive investigations. Future research should be conducted with the aim of developing new techniques that provide better understanding of zeolite incorporation into polymer structures. New materials should also be considered as a way of reducing the fouling concerns. Additional study is necessary for an improved understanding of the basic transport mechanism occurring through the MMMs. The next generation MMMs must be developed with nano-size fillers and without aggregation so as to improve their separation properties severely needed in the membrane industry. Some results indicate that the nanosize zeolite particles incorporated in MMMs offer better performance in comparison with micron size particles. New additives and modification agents should be produced to improve adhesion between polymer and inorganic fillers. In conclusion, despite of all the identified problems, MMM technology with zeolites could be considered a strong candidate for modern purification industry due to the remarkable properties of polymeric and inorganic zeolite materials.
The authors would like to acknowledge the Department of Chemical and Biological Engineering at the University of Saskatchewan for the support provided.
To cover 5G and Next Generation Networks (NGN) main requirements, such as better coverage, bandwidth, reliability, and spectrum efficiency, many techniques have been proposed. Non-Orthogonal Multiple Access (NOMA), concretely power NOMA has emerged as a promising trend to improve mobility, connectivity, and spectrum efficiency through spectrum sharing of OMA-user with other multiple users. Thus, multiuser interference cancelation techniques play a predominant role to successfully mitigate excessive Multiple Access Interference (MAI). The so-called Sequential Interference Cancelation (SIC) was considered through the last decades to be the most promising approach for MAI mitigation [1, 2, 3]. It is worth mentioning as well, that SIC algorithms are recently at the center of the attention for both the research community and the industry professionals to significantly reduce excessive interferences due to the spectrum sharing.
On the other hand, hybrid NOMA / OMA schemes have been proposed [4, 5] to overcome the drawbacks of pure NOMA systems and enhance pure OMA schemes in terms of total throughput. Hybrid NOMA schemes require an effective way to separate NOMA / OMA users. Promising techniques to successfully separate NOMA/OMA users are the ones used in Cognitive Radio: a few decades ago, Cognitive Radio (CR) technology was proposed to improve spectrum utilization by allowing a secondary user (SU) to access idle spectrum allocated to a primary user (PU) [6]. Lately, the usage of Cognitive Radio-based NOMA (CR-NOMA) for power domain NOMA has been suggested to allow the SU spectrum regardless of the presence of the primary user [7] and also to separate users in NOMA/OMA hybrid schemes [4, 5].
Hereafter, the main attention will be applied to the CR-NOMA principles to effectively separate NOMA/OMA users and implementing SIC algorithms for establishing the decoding order for the multiple users but for specific conditions of Doubly Selective channels, which naturally appears when information is transmitted from High -Speed -Vehicles (HSV): trains, cars, aircrafts, etc. to the nearest base station (BS). CR-NOMA principle should be used with several significant changes in 5G and beyond networks since meticulous analysis [6, 7] of existing SIC proposals shows that if it is applied to Doubly Selective channels, some significant changes and improvements are required due to:
The usage of the Channel State Information (CSI) or its modifications [1, 2, 8, 9] is hardly possible, due to the strong selectivity of the channels in both time and frequency domains following with severe fading as well. Though CR-NOMA Transmission at Double Selective channels is mainly incoherent and channel conditions for users use to be significantly different. Moreover, as it was pointed at [4, 5], significant differences for channel conditions for OMA and NOMA users are necessary and sufficient conditions for effective decoding for both types of users.
Decoding algorithms should be “as fast as possible” to avoid channel selectivity in time and frequency.
Decoding algorithms must be also of high accuracy in a wide range of fluctuations of the user’s Signal to Noise Ratio (SNR) values as the user’s channel conditions need to be sufficiently different for NOMA effective application (see above).
Relatively large values of Doppler shifts and Frequency Offsets are present in Double Selective Channels.
In this chapter, chaos filtering is proposed for decoding hybrid NOMA/OMA signals from the combined one (y (t) in Figure 1). Moreover, two original methods, illustrated in Figures 2 and 3, are proposed for separating users in the NOMA scheme. Figure 1 shows the scenario of hybrid NOMA/OMA systems. Framework is defined as follows: OMA users are typical OFDMA users while NOMA users are generated as Non-OFDMA [10] shifting the central frequency by the factor of
A used framework of hybrid NOMA/OMA.
Chaos-based filtering approach for NOMA users.
Sequential m-hypothesis testing approach for NOMA users.
As in conventional CR-NOMA, the primary user is decoded first (OMA signal) and then the set of “secondary users” (multiusers) are decoded, but contrary to conventional solutions, the OMA signal is first decoded by means of the chaos-based quasi-optimum Extended Kalman Filter (EKF) and multiusers are proposed to be decoded by one of the following methods:
Chaos-based EKF filters or
Sequential m hypothesis testing.
After user’s decoding, they are directed to corresponding demodulation blocks of the different services to whom they correspond. Both methods are shown to be essentially invariant to the CSI and their processing algorithms are fast and quasi-optimum Extended Kalman Filter (EKF) might give additional “benefits” for the Chaos-based filtering approach [11] (see below).
Moreover, according to [6, 7] and our own study, shown in Section 4, OMA signal and multiuser signals can be effectively approximated by means of a Gaussian random process model. Besides, the physical nature of the Doubly Selective Channels (high selectivity in both domains) shifts signals to an “almost” Gaussian random process, no matter what service they belong to. This matter gives additional “degrees of freedom” in choosing the concrete filtering algorithms for filtering: Standard Kalman Filtering (SKF), EKF, etc. for concrete conditions of NOMA transmission. This issue will be explained in the following.
The rest of the chapter is organized as follows: In Section 1 a brief overview of SIC-NOMA techniques reported in the literature is presented, Section 2 is entirely dedicated to explain Chaos-based filtering algorithms applied both to OMA signals and for the set of multiuser interferers. Section 3 demonstrates the visibility and high precision of the Chaos-based filtering. Section 4 presents simulation results for decoding the OMA signal and the rest of the multi-users. Section 5 is devoted to the Sequential Analysis testing of m hypothesis. For the hypothesis testing each signal of the multiusers will be considered in the form of time set samples of a Gaussian process with means and variances different for each of the multiusers (conditions for all users in power NOMA must be significantly different). The way of the calculus of the characteristics of the hypothesis testing is presented as well.
In the last decade, NOMA methods have gained a lot of attention to increase spectral efficiency for 5G and beyond. The usage of NOMA techniques entails a lot of multiuser interference in the system; however, these methods increase the effective throughput in the system. Hybrid NOMA/OMA systems have been proposed [4, 5] to overcome the main disadvantages caused by the MAI. Several papers have dealt with SIC algorithms [1, 2, 3] and NOMA/OMA user selection [4, 5].
Authors of [4, 5, 12, 13] suggest the usage of combined (NOMA/OMA). In [12] partial-NOMA is introduced in a large two-user downlink network to provide throughput and reliability. The associated partial overlap controls interference while still offering spectrum reuse. The nature of the partial overlap also allows them to employ receive-filtering to further suppress interference. For signal, decoding was proposed, a flexible successive interference cancelation (FSIC) decoding and compared with OMA and NOMA performance.
In [12] a problem to maximize total throughput constrained to a minimum throughput requirement for each user was formulated and proposed an algorithm to find a feasible resource allocation efficiently. The results show that partial-NOMA allows greater flexibility in terms of performance. Partial-NOMA can also serve users that NOMA cannot. Different from the proposal made in this chapter, NOMA users in [14] cannot support high transmission rate requirements.
In [13] an iterative SIC receiver architecture with the pilot- and data-based channel estimation for efficient decoding of non-orthogonal superimposed signals was proposed. It was claimed that the non-orthogonal superposition concept on top of OFDMA is a promising technique to improve cell spectral efficiency. In the cellular case, the SIC multiuser receiver scheme is well adapted for user signal separation. However, authors in [13] do not work with high-mobility scenarios that entail Double Selective Channels.
Notice, that almost every proposed SIC technique in the literature strongly depends on the CSI. However, as it was stated before, the usage of the Channel State Information (CSI) or its modifications [14, 15, 16] is hardly possible, due to the Double Selective channels. Contrary to the previously published papers, new findings reported in this chapter consider the SIC impairments mitigation related to double selectivity troubles.
SIC methods for SISO channels have been extensively studied and reported in the literature. Nevertheless, in 5G and beyond networks MIMO techniques have been also proposed to increase capacity. Furthermore, with the employment of Massive MIMO techniques, as was mentioned before, the usage of CSI becomes challenging since the number of users goes large [17, 18]. At [17] a blind belief propagation (BP) detection for non-coherent NOMA with massive MIMO was proposed, where the transmitter of each user first performs differential modulation on PSK symbols, and then spreads its symbols using low-density spreading (LDS); the receiver of the base station (BS) employs differential demodulation and then detects all users’ symbols using a blind BP detection without knowledge of CSI. Strictly speaking, this approach is not related to power domain NOMA, it rather belongs to CDMA-NOMA, but it was included here because of the idea of Incoherent transmission applications rarely considered in the NOMA design.
The new findings proposed hereafter use CR-NOMA principles and could be successfully applied to separate users in scenarios where the Channel State Information cannot be used, which corresponds to the incoherent ideology of NOMA transmission.
Real physical phenomena modeling through chaotic signals have been widely employed during the last decades and it has been recently used particularly for the purposes of interference mitigation [11, 19, 20, 21]. In this chapter OMA users, aggregated signal is modeled as a chaotic signal to efficiently separate NOMA/OMA users, as well as to differentiate between NOMA users.
Chaos modeling of physical phenomena has demonstrated to show very attractive characteristics regarding filtering precision and efficient interference suppression. As an example, in [20, 21] processing algorithms based on chaos filtering are used for mitigation of Radio Frequency Interference (RFI) produced by desktops and laptops. In this regard, the intention of the implementation of Chaos-based filtering for decoding OMA and multiusers looks almost natural. Considering that ideas of Chaos filtering were already widely published and discussed, hereafter only a brief outline will be presented, and details can be found at the cited references.
Continuous chaotic signals are generated by deterministic nonlinear systems (strange attractors) and are described generally by Ordinary Differential Equations (ODE) of the type:
Where
In the following, three concrete types of attractors will be used: Lorenz, Chua, and Rössler; their statistical features are completely presented at [20]. Special cases for (1) applied hereafter (in discrete time) are:
Rössler attractor
Lorenz attractor
Chua attractor
Where
Due to the lack of space, we take advantage that the theory and practice of Chaos-based filtering algorithms for different signals are exhaustively described and discussed at the cited references [20, 21], so there is no sense to repeat it here. Though only the concrete filtering algorithms for attractors (2)–(4) will be presented and some important conclusions are listed here [19, 20, 21]:
Extended Kalman filter, implemented in the so-called “one-moment” (1MM EKF) and two-moment (2MM EKF) time fashion can be chosen as a “reasonable” option due to its balance between the filtering accuracy and computational complexity. Multi-moment implementations for more than two instants of time are still rather complex.
The standard (optimum) Kalman filter (SKF) can be applied as well considering that both, OMA, and the set of multiusers can be well approximated via Gaussian models (see also Section 4), but the preference of the EKF for some scenarios will be explained below. One can suspect some “controversy” here, but it is not the case, and it does not have anything undermining of optimality of SKF for Gaussian scenarios. This issue must be explained more precisely.
Linear SKF is strongly optimum for the linear Gaussian process models which are characterized by multidimensional Gaussian distributions with their dimensionality tending to infinity! As it will be illustrated in Section 4 it is not the case here! Hereafter, all the users are statistically described only by one-dimensional Gaussian distribution which can be approximately generated by nonlinear attractors.
Though the above-mentioned controversy depends only on one side to the nonlinearity of Chaotic modeling of the signals and on the one-dimensional Gaussian approximation of its statistical characteristics on the other side.
One-moment time instant (1MM) and two-moment time instants (2MM) algorithms [11, 19, 20, 21] differ in filtering accuracy, but they differ very lightly in terms of computational complexity. So, their implementation depends mainly on the concrete NOMA transmission system requirements.
An analytical comparison of the accuracy between the EKF and the SKF in this regard is difficult to obtain but considering that models (1)–(4) are significantly nonlinear, the accuracy of the EKF might be sometimes better than the accuracy of SKF, for the Chaotic filtering. Reasons for this matter were “hinted” above and details can be found at [20].
EKF (1MM and 2MM) algorithms for chaotic attractors.
Let us present concrete algorithms of Chaos-based filtering which will be tested in the next section to choose the appropriate attractor model and the discrete-time algorithm for filtering OMA and multiuser interferences. The theory of 1MM SKF and EKF is well known and developed at [19, 20, 21], then only the corresponding results will be reproduced.
As it follows from [19, 20, 21] the SKF algorithm is optimum for a linear dynamic system, and it consists of two cycles:
Prediction:
Correction
The algorithm for EKF 1MM is the same as (5) and (6) but with a small modification due to its quasi-linearity, as shown in the following. It must be stressed that the SKF is an optimum algorithm for the strongly Gaussian signals and the 1MM EKF algorithm is quasi-optimum for nonlinear Chaos models, so the accuracy of its filtering (in our case in terms of Normalized Mean Squared error MSE) is not the highest one for the Gaussian approximations of its statistics, but as it is shown at [19] it is practically acceptable for most applications. The 2MM EKF algorithm was proposed recently [19, 20, 21] and is totally heuristic; besides it is quasi-optimum as well.
It is time to stress that optimum (or quasi-optimum) filtering algorithms for Chaos Filtering demonstrate (with different grade) so-called
Meantime, the accuracy of the 1MM EKF and 2MM EKF does not demonstrate totally their “singular” properties as optimum ones (see [19, 20, 21]), but anyway those algorithms are accurate and highly recommended. Why it happens actually?
One must notice that Eqs. (1)–(4) and generally all attractors considered hereafter (see [19, 20, 21]) describe the deterministic system dynamics. In order to apply so-called statistical dynamics of the deterministic systems according to A. Kolmogorov and M. Born all dynamics of attractors (2)–(4) and the measurement of the state of the system are tied to the statistically independent noises with the a priori known covariance matrixes given by additive white noise with the intensity
In (5), (6)
For 2MM EKF,
where
Though if the intensity of the process noise (by definition) is always much less than intensities of the channel additive white noise (AWGN) influence of the “correction” part on the estimations of the signal is almost invariant to SNR (to which depends on a-priori an a-posteriori error matrixes) and practically follows the a-priori data. In other words, the filtered signals are “tuned” to the a-priori data or to processes generated by Eqs. (1)–(4). It is a brief “physical” explanation for the singularity of chaos filtering. For sure at [19, 20, 21] the interested reader might find more rigorous proof.
The rest of the equations in (5) and (6) remain unchanged and it can be easily seen that the filtering algorithm, in general, is the same [19, 20, 21]. Thus, the processing time (number of samples) for 1MM EKF and 2MM EKF are almost the same but filtering accuracy might differ significantly. The latter was illustrated for signals of different physical nature at [19, 20, 21] and at Section 4.
It is worth mentioning once more to conclude, that chaos-based algorithms (including certainly SKF and EKF) are based on Ordinary Differential Equations (ODE) of chaotic deterministic dynamics and they have a very important and spectacular property, the so-called “singularity” for their solutions. In other words, the filter’s output signal is somehow “tuned” to its a-priori dynamics or to its mathematical model applied in the filtering algorithm, while the influence of the “correction” component of the algorithm is negligible for any reasonable value of the additive channel noise (AWGN) intensity. That is why the filtering accuracy is high, even for quasi-optimum algorithms and the filtering fidelity (in terms of the Normalized Mean Square Error, MSE) shows a rather low dependence on the input SNR. All those features will be illustrated in the next section.
Simulations presented in this section are dedicated to simulating a hybrid NOMA/OMA system using chaos-based filtering for recovery of the primary OMA signal. The process is simulated as indicated in Figure 8; the aggregated signal of OMA signal, NOMA signal, and AWGN noise. NOMA interference is the sum of non-orthogonal (NOMA) carriers [10]2. EKF-1MM algorithm (5)–(6) is used to non-linear filtering OMA signal as indicated in Figures 2,3, and 4. As a reference, the IEEE 802.11a standard is considered here, where 52 carriers are used for modulated data, 4 pilot carriers, and 8 guard band carriers.
Filtering scenario.
Generation of orthogonal and non-orthogonal signals.
Typical orthogonal signals are OFDMA symbols that are formed using IFFT as illustrated in the following figure.
In Figure 5,
OFDMA symbol forming.
In our case, the generation of the orthogonal signal was made by using the following scheme as is explained below.
The scheme of Figure 5 uses IFFT and so the resulting signal
OFDMA symbol forming used in simulations.
The next set of signals that will be used are non-orthogonal (NOMA signals), and this is achieved using the scheme of Figure 6 by multiply
As it was established previously, Doubly Selective Channels (high selectivity in both domains) shift signals to an “almost” Gaussian random process due to their physical nature, no matter what service they belong to. Thus, the set of corresponding signals that are considered in this chapter was processed to obtain their statistical characteristics: PDF and autocorrelation function shown in Figures 7 and 8.
PDF and autocorrelation for the OMA signal.
PDF and autocorrelation for the NOMA signal.
In the following, we explore how effective the EKF-based non-linear filtering (IMM and 2MM) can be, when it is applied to OFDMA(OMA) signals under the influence of AWGN and NOMA interference.
From now on, it will be considered, that the AWGN noise contributes with 50% of the total noise power and the ACGN contributes with the other 50% of the total noise power. Then, we will shape the SNIR (Signal to Noise to Interference Ratio) which is used in the EKF structure.
Two different experiments were conducted to test the Normalized Mean Square Error in terms of the SNIR. The experiments consider an OFDMA signal with 52 carriers as an OMA signal. The NOMA interferences were generated according to two proposed scenarios:
Scenario 1:
NOMA Signal: Non- Orthogonal FDMA with 52 carriers separated with
OMA Signal: OFDMA with 52 carriers
Scenario 2:
Two OFDMA signal blocks with 52 carriers each, with a factor of 2.4 between central frequencies of each block.
The number of carriers was chosen rather high to guarantee the Gaussianity of the PDF of the signal, but one must notice, that it rather “arbitrary” and not critical.
After testing the
Tables 1 and 2 show the results for experiments 1 and 2 respectively in terms of the SNIR vs. normalized MSE (Mean Square Error). Both tables also show the results in terms of the MSE for the filtering using Rössler’s and Chua’s
EKF Rössler X | EKF Chua X | |||
---|---|---|---|---|
SINR | -3 dB (Q = 0.12521) | 10 dB (Q = 0.2) | -3 dB (Q = 0. 0925) | −10 dB (Q = 0.25) |
1MM | 0.0109 | 0.052 | 0.0139 | 0.0705 |
2MM | 0.0103 | 0.047 | 0.0138 | 0.0672 |
MSE results for experiment 1.
EKF Rössler X | EKF Chua X | |||
---|---|---|---|---|
SINR | -3 dB (Q = 0.25) | −10 dB (Q = 0.2) | -3 dB (Q = 0. 125) | −10 dB (Q = 0.325) |
1MM | 0.0119 | 0.0504 | 0.0143 | 0.0730 |
2MM | 0.0107 | 0.0487 | 0.0134 | 0.0677 |
MSE results for experiment 2.
It must be noticed that Intensity Matrix for process noises
It can be seen from Figures 2 and 3 that the proposed SIC filtering algorithms are working not as a decoder but as a classifier for OMA and NOMA signals and when the OMA signal is well filtered (identified), then the multiuser interference separation or classification might be evaluated by the probability of classification error
One of the possible ways of evaluating
where
If
and if practically
In this regard, the important question arises: what signal must be filtered first: OMA or multiusers? At the material presented above it wass stated that the OMA signal needs to be filtered first, however, this is an open question that must be thoroughly investigated in the future. In the meantime, some recent simulations show that filtering NOMA interferences first to “clean” the OMA signal (before its filtering) might be a rather complex issue, but it can give significant benefits in terms of reducing the MSE for the OMA signal decoding.
As it was established before, OMA signal is recovered through EKF filtering and then, NOMA users could be efficiently decoded by one of the following methods:
Chaos-based EKF filters, using the same procedure as described before.
Sequential m-hypothesis testing: due to the sequential character of multiuser decoding with SIC algorithms for the CR-NOMA it seems reasonable to apply here an adequate implementation of the decoding strategy, i.e. m-sequential hypothesis testing algorithms. To the best of our knowledge, this option for SIC design wasn’t discussed before in the literature.
The advantages of these algorithms for binary testing are well known long ago from A. Wald [25], but the results of their generalizations for the case of m hypothesis testing are mainly addressed to its tiny mathematical problems [24, 25, 26, 27, 28, 29] and very few to its implementation.
For practical implementation, their solutions seem rather complex except in a few special cases. Other options (“ad-hoc”) so far are based on the heuristic extensions of the binary test to the case of the m hypothesis (see also below).
In this regard it was found reasonable to invoke the results from [29] together with the approach stated at [26] where the asymptotic approximates for the optimum Bayesian algorithms for testing are presented for the case of small probabilities of decoding errors and an expected rather long testing time, particularly for low SNR cases. Both those assumptions might be realistic for SIC design at Doubly Selective channels, applying the Gaussian statistics as well.
Here, it is time to remind, that NOMA transmission, as it was commented above, needs sufficiently different channel conditions for the users, including certainly multiusers as well. Though channel conditions for OMA and multiusers are assumed as significantly different, but between multiusers it is not always the case, i.e. hypothesis for multiusers might be “close”, therefore testing time might be large!
The extractions from [26, 29] for the asymptotic characteristics of the algorithm are as following:
Where
In the usual case when the value of the probability
where
For concrete data, using (10)–(11), the asymptotic characteristics for m-testing can be calculated. It should be noticed that the essence and benefits of any sequential algorithm strongly depend on the choice of the threshold which defines the decision region for testing [26, 29]; the data processing algorithm can be: coherent (incoherent), energy detection, etc. which are well known [26].
For the concrete case of a Gaussian channel for all multiusers, where the decoding problem for multiusers depends on their SNR, QoS, amplitudes, average power, etc. the formal scenario is as follows: let
Where
It is interesting to express here a remarkable issue: these asymptotic algorithms correspond exactly to the set of simple binary algorithms for testing: H0 vs. H1; H1 vs. H2 and so forth, i.e. are “ad hoc”(see above). This corresponds totally with the intuitive processing of the m-tests as a straightforward generalization of the binary sequential test (called “ad-hoc” [25, 28, 29]) that was known long ago and shown at [29] as an asymptotically optimum for m-hypothesis testing.
Therefore, in the Gaussian case the m-decoding asymptotic algorithm is nothing else but a “block” of cells each for the sequential testing of the different binary hypotheses of the multiusers, see Figure 3.
The examples of numerical results, for this testing can be found at [25], which show that for such kinds of algorithms the number of samples (time of analysis) can be reduced 2 or 3 times compared with the optimum algorithm for the fixed time testing. The latter follows exactly from the convergence of the m testing to the (m-1) set of “binary” algorithms well known several decades ago and rigorously presented first by A. Wald.
It is worth mentioning that robust features to the multiuser statistics follow due to the asymptotic character of the proposed algorithms. But the latter requires some further investigation.
It was shown earlier that because of the numerous impairments and distortions that take place in Double Selective channels, it is rather “hard” to obtain high values for characteristics, such as noise immunity and spectral efficiency in Doubly Selective Channels which usually appears in 5G and beyond networks for information transmission from HSV terminals.
The material presented above is devoted to two new options for users’ separation in hybrid NOMA /OMA schemes related to the power CR-NOMA information transmission over-application of NOMA to improve the spectrum efficiency paradigm in SISO channels. It has been demonstrated that non-linear filtering is effective to separate OMA/NOMA users in hybrid schemes.
Moreover, two possible approaches for SISO channels were proposed for mitigation of the multiuser’s interferences, namely a Chaos-based filtering approach and an approach based on the m sequential hypothesis testing. Both, show several attractive invariant features for application over Doubly Selective SISO channels such as high fidelity for multiuser decoding, robustness, and reduced decision time, which allows recommend them not only for Doubly Selective channels but also for the “conventional” channels as well, besides a large number of already reported algorithms for them (see [25, 26, 27, 28, 29] and references therein).
Previously published papers, where chaotic filtering is used for other applications [19, 20, 21], show that proposed algorithms here can be effectively implemented in hardware.
Proposals for future research
It is worth mentioning the existence of a solid number of unsolved problems for OMA/NOMA separating users, particularly for Doubly Selective channels. They are as follows:
Both proposed methods need to be exhaustively compared for a broad range of impairment features that might exist at Doubly Selective channels.
Generalizations of CR-NOMA for MIMO Doubly Selective channels and Massive MIMO. It seems, that besides the SIC is a pre-processor block before the main receiver unit (the latter is already well known [14, 15, 30]), for applications at MIMO over Doubly Selective channels, the before mentioned algorithms might require significant modifications.
The power NOMA paradigm (see also CR-NOMA) must be sufficiently generalized by application of invariant methods of incoherent modulation and demodulation (see [15], etc.)
It seems extremely promising to complete NOMA transmission for the Double-Selective Channels with block-chain access for application in Massive MIMO networks to improve the Spectrum Efficiency Algorithms for m-hypothesis of the transmission both from the physical channel and network access.
Algorithms for m hypothesis testing (see Section 5) need to be precisely investigated for their invariant properties in Doubly Selective Channels.
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This study is aimed to focus on proceeding of the most vital metabolic processes namely reserve mobilization, phytohormonal regulation, glyoxylate cycle and respiration process under either stressful or non-stressful conditions that may be led to suggest and conduct the more successful experimental improvements. Seed imbibition triggered the activation of various metabolic processes such as synthesis of hydrolytic enzymes which resulted in hydrolysis of reserve food into simple available form for embryo uptake. Abiotic stresses potentially affect seed germination and seedling establishment through various factors, such as a reduction in water availability, changes in the mobilization of stored reserves, hormonal balance alteration and affecting the structural organization of proteins. Recent strategies for improving seed quality involved classical genetic, molecular biology and invigoration treatments known as priming treatments. H2O2 accumulation and associated oxidative damages together with a decline in antioxidant mechanisms can be regarded as a source of stress that may suppress germination. Seed priming was aimed primarily to control seed hydration by lowering external water potential, or shortening the hydration period.",book:{id:"6096",slug:"advances-in-seed-biology",title:"Seed Biology",fullTitle:"Advances in Seed Biology"},signatures:"Awatif S. Ali and Alaaeldin A. Elozeiri",authors:[{id:"207241",title:"Dr.",name:"Awatif",middleName:null,surname:"Ali",slug:"awatif-ali",fullName:"Awatif Ali"}]},{id:"62738",doi:"10.5772/intechopen.79550",title:"The Role of UV-Visible Spectroscopy for Phenolic Compounds Quantification in Winemaking",slug:"the-role-of-uv-visible-spectroscopy-for-phenolic-compounds-quantification-in-winemaking",totalDownloads:2728,totalCrossrefCites:19,totalDimensionsCites:53,abstract:"Phenolic compounds are bioactive substances present in a large number of food products including wine. The importance of these compounds in wine is due to their large effect on the organoleptic attributes of wine. Phenolic compounds play a crucial role in the colour as well as mouthfeel properties of wines. UV-visible spectroscopy appears as a suitable technique for the evaluation of phenolic compounds’ properties and content. The ability of the phenolic ring to absorb UV light and the fact that some of the phenolic substances are coloured compounds, i.e. show absorption features in the visible region, make UV-visible spectroscopy a suitable technique to investigate and quantify grape and wine phenolic compounds. A number of analytical techniques are currently used for phenolic quantification. These include both simpler approaches (spectrophotometric determinations) as well as more complex methodologies such liquid chromatography analysis. Moreover, a number of spectroscopy applications have also been recently reported and are becoming popular within the wine industry. This chapter reviews information on the UV-visible spectral properties of phenolic compounds, changes occurring during wine ageing and also discusses the current UV-visible based analytical techniques used for the quantification of phenolic compounds in grapes and wine.",book:{id:"6878",slug:"frontiers-and-new-trends-in-the-science-of-fermented-food-and-beverages",title:"Frontiers and New Trends in the Science of Fermented Food and Beverages",fullTitle:"Frontiers and New Trends in the Science of Fermented Food and Beverages"},signatures:"Jose Luis Aleixandre-Tudo and Wessel du Toit",authors:[{id:"250919",title:"Dr.",name:"Jose Luis",middleName:null,surname:"Aleixandre-Tudo",slug:"jose-luis-aleixandre-tudo",fullName:"Jose Luis Aleixandre-Tudo"},{id:"261223",title:"Prof.",name:"Wessel",middleName:null,surname:"Du Toit",slug:"wessel-du-toit",fullName:"Wessel Du Toit"}]},{id:"38354",doi:"10.5772/48453",title:"Oxygen Scavengers: An Approach on Food Preservation",slug:"oxygen-scavengers-an-approach-on-food-preservation",totalDownloads:16150,totalCrossrefCites:8,totalDimensionsCites:46,abstract:null,book:{id:"1128",slug:"structure-and-function-of-food-engineering",title:"Structure and Function of Food Engineering",fullTitle:"Structure and Function of Food Engineering"},signatures:"Renato Souza Cruz, Geany Peruch Camilloto and Ana Clarissa dos Santos Pires",authors:[{id:"144206",title:"Dr.",name:"Renato",middleName:null,surname:"Cruz",slug:"renato-cruz",fullName:"Renato Cruz"},{id:"144215",title:"Dr.",name:"Ana Clarissa",middleName:null,surname:"Pires",slug:"ana-clarissa-pires",fullName:"Ana Clarissa Pires"},{id:"144219",title:"MSc.",name:"Geany",middleName:null,surname:"Camilloto",slug:"geany-camilloto",fullName:"Geany Camilloto"}]}],mostDownloadedChaptersLast30Days:[{id:"38363",title:"Pulsed Electric Fields for Food Processing Technology",slug:"pulsed-electric-fields-for-food-processing-technology",totalDownloads:29444,totalCrossrefCites:15,totalDimensionsCites:72,abstract:null,book:{id:"1128",slug:"structure-and-function-of-food-engineering",title:"Structure and Function of Food Engineering",fullTitle:"Structure and Function of Food Engineering"},signatures:"Maged E.A. Mohamed and Ayman H. Amer Eissa",authors:[{id:"147638",title:"Dr.",name:"Maged",middleName:"E. A.",surname:"Mohammed",slug:"maged-mohammed",fullName:"Maged Mohammed"}]},{id:"66671",title:"Extraction and Purification of Pectin from Agro-Industrial Wastes",slug:"extraction-and-purification-of-pectin-from-agro-industrial-wastes",totalDownloads:2721,totalCrossrefCites:1,totalDimensionsCites:9,abstract:"With the advent of science and technology, agro-industrial wastes are converted into various value-added products to meet the demands of increasing population. In recent years, natural polymers have evoked tremendous interest due to easy conversion into value-added products. Apart from various natural polymers, pectin occupied a prominent place due to diverse pharmaceutical and therapeutic applications. Excess utilisation of pectin, the gap between production and demand is widening. To fulfil this gap various techniques are adopted for obtaining high yield pectin from various agro-industrial wastes. This chapter will be focusing on extraction and purification of pectin from various agro-industrial wastes, considered as main environmental pollutants.",book:{id:"8504",slug:"pectins-extraction-purification-characterization-and-applications",title:"Pectins",fullTitle:"Pectins - Extraction, Purification, Characterization and Applications"},signatures:"Erumalla Venkatanagaraju, N. Bharathi, Rachiraju Hema Sindhuja, Rajshree Roy Chowdhury and Yarram Sreelekha",authors:null},{id:"69396",title:"Soybean Amino Acids in Health, Genetics, and Evaluation",slug:"soybean-amino-acids-in-health-genetics-and-evaluation",totalDownloads:1383,totalCrossrefCites:0,totalDimensionsCites:6,abstract:"Soybean is an important source of protein and amino acids for humans and livestock because of its well-balanced amino acid profile. This chapter outlines the strengths and weaknesses of soybean as a complete amino acid source as well as the relative importance of individual amino acids. Special attention is paid to the sulfur-containing amino acids, methionine and cysteine. Breeding and genetic engineering efforts are summarized to highlight previous accomplishments in amino acid improvement and potential avenues for future research. Agronomic properties and processing methods that affect amino acid levels in soybean food and feed are also explained. A brief introduction into current amino acid evaluation techniques is provided. By understanding the complexities of amino acids in soybean, protein quality for humans and livestock can be maximized.",book:{id:"6972",slug:"soybean-for-human-consumption-and-animal-feed",title:"Soybean for Human Consumption and Animal Feed",fullTitle:"Soybean for Human Consumption and Animal Feed"},signatures:"William Monte Singer, Bo Zhang, M.A. Rouf Mian and Haibo Huang",authors:[{id:"308970",title:"Mr.",name:"William",middleName:null,surname:"Singer",slug:"william-singer",fullName:"William Singer"},{id:"309005",title:"Dr.",name:"Bo",middleName:null,surname:"Zhang",slug:"bo-zhang",fullName:"Bo Zhang"},{id:"310776",title:"Dr.",name:"M.A. Rouf",middleName:null,surname:"Mian",slug:"m.a.-rouf-mian",fullName:"M.A. Rouf Mian"},{id:"310777",title:"Dr.",name:"Haibo",middleName:null,surname:"Huang",slug:"haibo-huang",fullName:"Haibo Huang"}]},{id:"56975",title:"Metabolic Processes During Seed Germination",slug:"metabolic-processes-during-seed-germination",totalDownloads:6166,totalCrossrefCites:29,totalDimensionsCites:63,abstract:"Seed germination is crucial stage in plant development and can be considered as a determinant for plant productivity. Physiological and biochemical changes followed by morphological changes during germination are strongly related to seedling survival rate and vegetative growth which consequently affect yield and quality. This study is aimed to focus on proceeding of the most vital metabolic processes namely reserve mobilization, phytohormonal regulation, glyoxylate cycle and respiration process under either stressful or non-stressful conditions that may be led to suggest and conduct the more successful experimental improvements. Seed imbibition triggered the activation of various metabolic processes such as synthesis of hydrolytic enzymes which resulted in hydrolysis of reserve food into simple available form for embryo uptake. Abiotic stresses potentially affect seed germination and seedling establishment through various factors, such as a reduction in water availability, changes in the mobilization of stored reserves, hormonal balance alteration and affecting the structural organization of proteins. Recent strategies for improving seed quality involved classical genetic, molecular biology and invigoration treatments known as priming treatments. H2O2 accumulation and associated oxidative damages together with a decline in antioxidant mechanisms can be regarded as a source of stress that may suppress germination. Seed priming was aimed primarily to control seed hydration by lowering external water potential, or shortening the hydration period.",book:{id:"6096",slug:"advances-in-seed-biology",title:"Seed Biology",fullTitle:"Advances in Seed Biology"},signatures:"Awatif S. Ali and Alaaeldin A. Elozeiri",authors:[{id:"207241",title:"Dr.",name:"Awatif",middleName:null,surname:"Ali",slug:"awatif-ali",fullName:"Awatif Ali"}]},{id:"51587",title:"Casein Proteins: Structural and Functional Aspects",slug:"casein-proteins-structural-and-functional-aspects",totalDownloads:4815,totalCrossrefCites:17,totalDimensionsCites:40,abstract:"Mammalian milk is a complex fluid mixture of various proteins, minerals, and lipids, which play an important role in providing nutrition and immunity to the newborn. Casein proteins, which form about 80% of the bovine milk proteins, form large colloidal particles with calcium phosphate to form casein micelles, which for many years have been an important subject of interest. Casein micelles are composed of four main types of proteins: αS1‐casein, αS2‐casein, β‐casein, and k‐casein. These constituent casein proteins lack well‐defined secondary and tertiary structure due to large amount of propyl residues. These micelles are being extensively studied because of their importance in functional behavior of milk and various milk products. However, the exact structure and nature of these casein micelles are still under debate. These different casein proteins possess different functional properties due to their primary amino acid sequence.",book:{id:"5060",slug:"milk-proteins-from-structure-to-biological-properties-and-health-aspects",title:"Milk Proteins",fullTitle:"Milk Proteins - From Structure to Biological Properties and Health Aspects"},signatures:"Mohd Younus Bhat, Tanveer Ali Dar and Laishram Rajendrakumar\nSingh",authors:[{id:"178323",title:"Dr.",name:"Laishram R",middleName:null,surname:"Singh",slug:"laishram-r-singh",fullName:"Laishram R Singh"},{id:"183444",title:"Mr.",name:"Md. Younus",middleName:null,surname:"Bhat",slug:"md.-younus-bhat",fullName:"Md. Younus Bhat"}]}],onlineFirstChaptersFilter:{topicId:"36",limit:6,offset:0},onlineFirstChaptersCollection:[{id:"81975",title:"Self-Sustained Communities: Food Security in Times of Crisis",slug:"self-sustained-communities-food-security-in-times-of-crisis",totalDownloads:11,totalDimensionsCites:0,doi:"10.5772/intechopen.104425",abstract:"The COVID-19 pandemic has caused an increase in the number of poor people around the world and led to the risk of food insecurity on a global scale. Even in Thailand, a country where food production exceeds domestic demand, the COVID-19 pandemic affects food security. The increased unemployment and the consequent loss of income resulting from the pandemics undermine food accessibility and affordability for many people. This chapter addresses the problem of food insecurity in Thailand during and after the COVID-19 crisis. It provides an analysis of the current status of food insecurity and food system resilience in Thailand and suggests solutions. It also proposes the adoption of a “Food Self-Sustained Community (FSSC)” model, which refers to the concept of building food security in a community. By planning and designing in advance, a community can switch its normal form of production seamlessly to a self-sufficiency model that prepares it for future crises, so that the community can produce enough food for all members without relying on sources outside the community.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Kriengsak Chareonwongsak"},{id:"81297",title:"Legumes Cropping and Nitrogen Fixation under Mediterranean Climate: The Case of Montado/Dehesa System",slug:"legumes-cropping-and-nitrogen-fixation-under-mediterranean-climate-the-case-of-montado-dehesa-system",totalDownloads:24,totalDimensionsCites:0,doi:"10.5772/intechopen.104473",abstract:"Climate change contributes to the environmental pressures that the Montado/Dehesa systems are experiencing, leading to an impoverishment of the floristic composition of the understorey. The strongly acidic soils of these systems are associated with nutrient deficiencies, nutritional disorders and the toxicity of metals, especially Mn and Al; these problems are discussed with emphasis on the antagonism between Fe and Mn and the relationship between K concentration and Mg uptake and concentration. The potential for the use of the legume-rhizobia symbiosis to increase biological nitrogen fixation and avenues for research are discussed. The co-colonization of the roots of legumes with arbuscular mycorrhizal (AM) fungi and the effects on P and Mn uptake are discussed. A better understanding of the relationships between soil pH, organic matter content (SOM), microbial community, soil P content and the plant strategies to mobilize it, as well as plant effects on the soil solution concentrations of Mn, is important for the management of these systems. The increase of biological nitrogen fixation in these systems, through the breeding of tolerant cultivars to acidic soils and a stepwise legumes enrichment, alongside soil fertility management, may contribute to increasing biomass production, SOM content and overall ecological plasticity.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Fernando Teixeira"},{id:"81493",title:"Rust Disease Classification Using Deep Learning Based Algorithm: The Case of Wheat",slug:"rust-disease-classification-using-deep-learning-based-algorithm-the-case-of-wheat",totalDownloads:79,totalDimensionsCites:0,doi:"10.5772/intechopen.104426",abstract:"Rusts are plant diseases caused by obligate fungi parasites. They are usually host-specific and cause greater losses of yields in crops, trees, and ornamental plants. Wheat is a staple food crop bearing losses specifically due to three species of rust fungi namely leaf rust (Puccinia triticina), stem rust (Puccinia graminis), and yellow rust (Puccinia striiformis). These diseases are usually inspected manually by a human being but at a large scale, this process is labor-intensive, time-consuming, and prone to human errors. Therefore, there is a need for an effective and efficient system that helps in the identification and classification of these diseases at early stages. In the present study, a deep learning-based CNN (i.e., VGG16) transfer learning model has been utilized for wheat disease classification on the CGIAR image dataset, containing two classes of wheat rust disease (leaf rust and stem rust), and one class of healthy wheat images. The deep learning models produced the best results by tuning the various hyper-parameters such as batch size, number of epochs, and learning rate. The proposed model has reported the best classification accuracy rate of 99.54% on 80 epochs using an initial learning rate from 0.01 and decayed to 0.0001.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Shivani Sood, Harjeet Singh and Suruchi Jindal"},{id:"81235",title:"Global Food System Transformation for Resilience",slug:"global-food-system-transformation-for-resilience",totalDownloads:65,totalDimensionsCites:1,doi:"10.5772/intechopen.102749",abstract:"Our world is incredibly diverse and beautiful, everything we do has an impact on the environment, and our actions are intertwined. Recognizing how our actions affect the Earth on a global scale means, we need to change the way we do things. We must ensure that the value society derives from our actions comes at a low cost to the environment. A sustainable strategy to establish a resilient food system is to ensure that human demand for the Earth’s resources for food is kept within the supply of these resources. While more than 800 million people worldwide suffer from chronic malnutrition, our food systems emit roughly a third of all greenhouse emissions. Also, over 80% of our biodiversity gets lost. Hence, scaling up food system is simply not an option to feed nine to ten billion people by 2050 as we will need to produce more food in the next four decades than all of history’s farmers have harvested in the last eight thousand years. Therefore, rather than upscaling, the global food systems require transformation. Four critical aspects of this transformation include: “Boosting the small; Transforming the Big; Losing Less; and Eating Smarter.” Examining these four areas more deeply, it becomes evident that, while new technology will be critical to the transformation, government involvement, as well as better financial and behavioral change from residents and consumers, will be required. This chapter focuses on these four pillars that make up the global food system transformation for resilience.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Jasper Okoro Godwin Elechi, Ikechukwu U. Nwiyi and Cornelius Smah Adamu"},{id:"80749",title:"Analysis of the Nexus between Coping Strategies and Resilience to Food Insecurity Shocks: The Case of Rural Households in Boricha Woreda, Sidama National Regional State, Ethiopia",slug:"analysis-of-the-nexus-between-coping-strategies-and-resilience-to-food-insecurity-shocks-the-case-of",totalDownloads:67,totalDimensionsCites:1,doi:"10.5772/intechopen.102613",abstract:"This chapter reports on the coping strategies employed by households in the event of food insecurity shocks and the nexus between the types of coping strategies and resilience to food insecurity in one of the food-stressed woreda from Sidama National Regional State, Ethiopia. The households use various consumption-based coping strategies that run from compromising the quality of food-to-food rationing. Repeatedly occurring food shortage has also forced some households to employ resilience erosive coping mechanisms such as selling reproductive assets. Such coping strategies have an important implication on the household’s capacity to cope with the future food insecurity-related shocks, with a statistically significant relationship between the nature of coping strategies utilized in response to previous food insecurity-related shocks and the household’s resilience to upcoming shocks. Coordinating crises management based on humanitarian intervention with households’ livelihood assets protection and resilience strengthening is the major policy implication of this study.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Adane Atara Debessa, Degefa Tolossa and Berhanu Denu"},{id:"80753",title:"Toward Safe Food Systems: Analyses of Mycotoxin Contaminants in Food and Preventive Strategies Thereof for Their Formation and Toxicity",slug:"toward-safe-food-systems-analyses-of-mycotoxin-contaminants-in-food-and-preventive-strategies-thereo",totalDownloads:64,totalDimensionsCites:0,doi:"10.5772/intechopen.101461",abstract:"Mycotoxin contaminants in food pose a threat to human and animal health. These lead to food wastage and threaten food security that is already a serious problem in Africa. In addition, these affect trading and especially affect incomes of rural farmers. The broad impacts of these contaminants require integrated solutions and strategies. It is thus critical to not only develop strategies for analysis of these toxins but also develop removal and preventive strategies of these contaminants to ensure consumer safety and compliance with regulatory standards. Further within the aim of promoting food safety, there is need for operational policy framework and strategy on the management of these contaminants to promote their mitigation. This chapter discusses integrated strategies for monitoring and control of mycotoxin contamination in food matrices to promote their mitigation and build resilient food systems in Africa and thus reinforce efforts to reach sustainable food security.",book:{id:"10897",title:"Food Systems Resilience",coverURL:"https://cdn.intechopen.com/books/images_new/10897.jpg"},signatures:"Dikabo Mogopodi, Mesha Mbisana, Samuel Raditloko, Inonge Chibua and Banyaladzi Paphane"}],onlineFirstChaptersTotal:10},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:90,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:320,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:133,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:107,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:16,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. 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Currently, he is a professor of Orthodontics. He holds a Certificate of Advanced Study type A in Technology of Biomaterials used in Dentistry (1995); Certificate of Advanced Study type B in Dento-Facial Orthopaedics (1997) from the Faculty of Dental Surgery, University Denis Diderot-Paris VII, France; Diploma of Advanced Study (DESA) in Biocompatibility of Biomaterials from the Faculty of Medicine and Pharmacy of Casablanca (2002); Certificate of Clinical Occlusodontics from the Faculty of Dentistry of Casablanca (2004); University Diploma of Biostatistics and Perceptual Health Measurement from the Faculty of Medicine and Pharmacy of Casablanca (2011); and a University Diploma of Pedagogy of Odontological Sciences from the Faculty of Dentistry of Casablanca (2013). 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Radiotherapy and Nuclear Medicine Technology has always been my aspiration and my life. As years passed I accumulated a tremendous amount of skills and knowledge in Radiotherapy and Nuclear Medicine, Conventional Radiology, Radiation Protection, Bioinformatics Technology, PACS, Image processing, clinically and lecturing that will enable me to provide a valuable service to the community as a Researcher and Consultant in this field. My method of translating this into day to day in clinical practice is non-exhaustible and my habit of exchanging knowledge and expertise with others in those fields is the code and secret of success.",institutionString:null,institution:{name:"Majmaah University",country:{name:"Saudi Arabia"}}},{id:"313277",title:"Dr.",name:"Bartłomiej",middleName:null,surname:"Płaczek",slug:"bartlomiej-placzek",fullName:"Bartłomiej Płaczek",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/313277/images/system/313277.jpg",biography:"Bartłomiej Płaczek, MSc (2002), Ph.D. (2005), Habilitation (2016), is a professor at the University of Silesia, Institute of Computer Science, Poland, and an expert from the National Centre for Research and Development. His research interests include sensor networks, smart sensors, intelligent systems, and image processing with applications in healthcare and medicine. He is the author or co-author of more than seventy papers in peer-reviewed journals and conferences as well as the co-author of several books. He serves as a reviewer for many scientific journals, international conferences, and research foundations. Since 2010, Dr. Placzek has been a reviewer of grants and projects (including EU projects) in the field of information technologies.",institutionString:"University of Silesia",institution:{name:"University of Silesia",country:{name:"Poland"}}},{id:"35000",title:"Prof.",name:"Ulrich H.P",middleName:"H.P.",surname:"Fischer",slug:"ulrich-h.p-fischer",fullName:"Ulrich H.P Fischer",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/35000/images/3052_n.jpg",biography:"Academic and Professional Background\nUlrich H. P. has Diploma and PhD degrees in Physics from the Free University Berlin, Germany. He has been working on research positions in the Heinrich-Hertz-Institute in Germany. Several international research projects has been performed with European partners from France, Netherlands, Norway and the UK. He is currently Professor of Communications Systems at the Harz University of Applied Sciences, Germany.\n\nPublications and Publishing\nHe has edited one book, a special interest book about ‘Optoelectronic Packaging’ (VDE, Berlin, Germany), and has published over 100 papers and is owner of several international patents for WDM over POF key elements.\n\nKey Research and Consulting Interests\nUlrich’s research activity has always been related to Spectroscopy and Optical Communications Technology. Specific current interests include the validation of complex instruments, and the application of VR technology to the development and testing of measurement systems. He has been reviewer for several publications of the Optical Society of America\\'s including Photonics Technology Letters and Applied Optics.\n\nPersonal Interests\nThese include motor cycling in a very relaxed manner and performing martial arts.",institutionString:null,institution:{name:"Charité",country:{name:"Germany"}}},{id:"341622",title:"Ph.D.",name:"Eduardo",middleName:null,surname:"Rojas Alvarez",slug:"eduardo-rojas-alvarez",fullName:"Eduardo Rojas Alvarez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/341622/images/15892_n.jpg",biography:null,institutionString:null,institution:{name:"University of Cuenca",country:{name:"Ecuador"}}},{id:"215610",title:"Prof.",name:"Muhammad",middleName:null,surname:"Sarfraz",slug:"muhammad-sarfraz",fullName:"Muhammad Sarfraz",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/215610/images/system/215610.jpeg",biography:"Muhammad Sarfraz is a professor in the Department of Information Science, Kuwait University. His research interests include computer graphics, computer vision, image processing, machine learning, pattern recognition, soft computing, data science, intelligent systems, information technology, and information systems. Prof. Sarfraz has been a keynote/invited speaker on various platforms around the globe. He has advised various students for their MSc and Ph.D. theses. He has published more than 400 publications as books, journal articles, and conference papers. He is a member of various professional societies and a chair and member of the International Advisory Committees and Organizing Committees of various international conferences. Prof. Sarfraz is also an editor-in-chief and editor of various international journals.",institutionString:"Kuwait University",institution:{name:"Kuwait University",country:{name:"Kuwait"}}},{id:"32650",title:"Prof.",name:"Lukas",middleName:"Willem",surname:"Snyman",slug:"lukas-snyman",fullName:"Lukas Snyman",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/32650/images/4136_n.jpg",biography:"Lukas Willem Snyman received his basic education at primary and high schools in South Africa, Eastern Cape. He enrolled at today's Nelson Metropolitan University and graduated from this university with a BSc in Physics and Mathematics, B.Sc Honors in Physics, MSc in Semiconductor Physics, and a Ph.D. in Semiconductor Physics in 1987. After his studies, he chose an academic career and devoted his energy to the teaching of physics to first, second, and third-year students. After positions as a lecturer at the University of Port Elizabeth, he accepted a position as Associate Professor at the University of Pretoria, South Africa.\r\n\r\nIn 1992, he motivates the concept of 'television and computer-based education” as means to reach large student numbers with only the best of teaching expertise and publishes an article on the concept in the SA Journal of Higher Education of 1993 (and later in 2003). The University of Pretoria subsequently approved a series of test projects on the concept with outreach to Mamelodi and Eerste Rust in 1993. In 1994, the University established a 'Unit for Telematic Education ' as a support section for multiple faculties at the University of Pretoria. In subsequent years, the concept of 'telematic education” subsequently becomes well established in academic circles in South Africa, grew in popularity, and is adopted by many universities and colleges throughout South Africa as a medium of enhancing education and training, as a method to reaching out to far out communities, and as a means to enhance study from the home environment.\r\n\r\nProfessor Snyman in subsequent years pursued research in semiconductor physics, semiconductor devices, microelectronics, and optoelectronics.\r\n\r\nIn 2000 he joined the TUT as a full professor. Here served for a period as head of the Department of Electronic Engineering. Here he makes contributions to solar energy development, microwave and optoelectronic device development, silicon photonics, as well as contributions to new mobile telecommunication systems and network planning in SA.\r\n\r\nCurrently, he teaches electronics and telecommunications at the TUT to audiences ranging from first-year students to Ph.D. level.\r\n\r\nFor his research in the field of 'Silicon Photonics” since 1990, he has published (as author and co-author) about thirty internationally reviewed articles in scientific journals, contributed to more than forty international conferences, about 25 South African provisional patents (as inventor and co-inventor), 8 PCT international patent applications until now. Of these, two USA patents applications, two European Patents, two Korean patents, and ten SA patents have been granted. A further 4 USA patents, 5 European patents, 3 Korean patents, 3 Chinese patents, and 3 Japanese patents are currently under consideration.\r\n\r\nRecently he has also published an extensive scholarly chapter in an internet open access book on 'Integrating Microphotonic Systems and MOEMS into standard Silicon CMOS Integrated circuitry”.\r\n\r\nFurthermore, Professor Snyman recently steered a new initiative at the TUT by introducing a 'Laboratory for Innovative Electronic Systems ' at the Department of Electrical Engineering. The model of this laboratory or center is to primarily combine outputs as achieved by high-level research with lower-level system development and entrepreneurship in a technical university environment. Students are allocated to projects at different levels with PhDs and Master students allocated to the generation of new knowledge and new technologies, while students at the diploma and Baccalaureus level are allocated to electronic systems development with a direct and a near application for application in industry or the commercial and public sectors in South Africa.\r\n\r\nProfessor Snyman received the WIRSAM Award of 1983 and the WIRSAM Award in 1985 in South Africa for best research papers by a young scientist at two international conferences on electron microscopy in South Africa. He subsequently received the SA Microelectronics Award for the best dissertation emanating from studies executed at a South African university in the field of Physics and Microelectronics in South Africa in 1987. In October of 2011, Professor Snyman received the prestigious Institutional Award for 'Innovator of the Year” for 2010 at the Tshwane University of Technology, South Africa. This award was based on the number of patents recognized and granted by local and international institutions as well as for his contributions concerning innovation at the TUT.",institutionString:null,institution:{name:"University of South Africa",country:{name:"South Africa"}}},{id:"317279",title:"Mr.",name:"Ali",middleName:"Usama",surname:"Syed",slug:"ali-syed",fullName:"Ali Syed",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/317279/images/16024_n.png",biography:"A creative, talented, and innovative young professional who is dedicated, well organized, and capable research fellow with two years of experience in graduate-level research, published in engineering journals and book, with related expertise in Bio-robotics, equally passionate about the aesthetics of the mechanical and electronic system, obtained expertise in the use of MS Office, MATLAB, SolidWorks, LabVIEW, Proteus, Fusion 360, having a grasp on python, C++ and assembly language, possess proven ability in acquiring research grants, previous appointments with social and educational societies with experience in administration, current affiliations with IEEE and Web of Science, a confident presenter at conferences and teacher in classrooms, able to explain complex information to audiences of all levels.",institutionString:null,institution:{name:"Air University",country:{name:"Pakistan"}}},{id:"75526",title:"Ph.D.",name:"Zihni Onur",middleName:null,surname:"Uygun",slug:"zihni-onur-uygun",fullName:"Zihni Onur Uygun",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/75526/images/12_n.jpg",biography:"My undergraduate education and my Master of Science educations at Ege University and at Çanakkale Onsekiz Mart University have given me a firm foundation in Biochemistry, Analytical Chemistry, Biosensors, Bioelectronics, Physical Chemistry and Medicine. After obtaining my degree as a MSc in analytical chemistry, I started working as a research assistant in Ege University Medical Faculty in 2014. In parallel, I enrolled to the MSc program at the Department of Medical Biochemistry at Ege University to gain deeper knowledge on medical and biochemical sciences as well as clinical chemistry in 2014. In my PhD I deeply researched on biosensors and bioelectronics and finished in 2020. Now I have eleven SCI-Expanded Index published papers, 6 international book chapters, referee assignments for different SCIE journals, one international patent pending, several international awards, projects and bursaries. In parallel to my research assistant position at Ege University Medical Faculty, Department of Medical Biochemistry, in April 2016, I also founded a Start-Up Company (Denosens Biotechnology LTD) by the support of The Scientific and Technological Research Council of Turkey. Currently, I am also working as a CEO in Denosens Biotechnology. The main purposes of the company, which carries out R&D as a research center, are to develop new generation biosensors and sensors for both point-of-care diagnostics; such as glucose, lactate, cholesterol and cancer biomarker detections. My specific experimental and instrumental skills are Biochemistry, Biosensor, Analytical Chemistry, Electrochemistry, Mobile phone based point-of-care diagnostic device, POCTs and Patient interface designs, HPLC, Tandem Mass Spectrometry, Spectrophotometry, ELISA.",institutionString:null,institution:{name:"Ege University",country:{name:"Turkey"}}},{id:"267434",title:"Dr.",name:"Rohit",middleName:null,surname:"Raja",slug:"rohit-raja",fullName:"Rohit Raja",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/267434/images/system/267434.jpg",biography:"Dr. Rohit Raja received Ph.D. in Computer Science and Engineering from Dr. CVRAMAN University in 2016. His main research interest includes Face recognition and Identification, Digital Image Processing, Signal Processing, and Networking. Presently he is working as Associate Professor in IT Department, Guru Ghasidas Vishwavidyalaya (A Central University), Bilaspur (CG), India. He has authored several Journal and Conference Papers. He has good Academics & Research experience in various areas of CSE and IT. He has filed and successfully published 27 Patents. He has received many time invitations to be a Guest at IEEE Conferences. He has published 100 research papers in various International/National Journals (including IEEE, Springer, etc.) and Proceedings of the reputed International/ National Conferences (including Springer and IEEE). He has been nominated to the board of editors/reviewers of many peer-reviewed and refereed Journals (including IEEE, Springer).",institutionString:"Guru Ghasidas Vishwavidyalaya",institution:{name:"Guru Ghasidas Vishwavidyalaya",country:{name:"India"}}},{id:"246502",title:"Dr.",name:"Jaya T.",middleName:"T",surname:"Varkey",slug:"jaya-t.-varkey",fullName:"Jaya T. Varkey",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/246502/images/11160_n.jpg",biography:"Jaya T. Varkey, PhD, graduated with a degree in Chemistry from Cochin University of Science and Technology, Kerala, India. She obtained a PhD in Chemistry from the School of Chemical Sciences, Mahatma Gandhi University, Kerala, India, and completed a post-doctoral fellowship at the University of Minnesota, USA. She is a research guide at Mahatma Gandhi University and Associate Professor in Chemistry, St. Teresa’s College, Kochi, Kerala, India.\nDr. Varkey received a National Young Scientist award from the Indian Science Congress (1995), a UGC Research award (2016–2018), an Indian National Science Academy (INSA) Visiting Scientist award (2018–2019), and a Best Innovative Faculty award from the All India Association for Christian Higher Education (AIACHE) (2019). She Hashas received the Sr. Mary Cecil prize for best research paper three times. She was also awarded a start-up to develop a tea bag water filter. \nDr. Varkey has published two international books and twenty-seven international journal publications. She is an editorial board member for five international journals.",institutionString:"St. Teresa’s College",institution:null},{id:"250668",title:"Dr.",name:"Ali",middleName:null,surname:"Nabipour Chakoli",slug:"ali-nabipour-chakoli",fullName:"Ali Nabipour Chakoli",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/250668/images/system/250668.jpg",biography:"Academic Qualification:\r\n•\tPhD in Materials Physics and Chemistry, From: Sep. 2006, to: Sep. 2010, School of Materials Science and Engineering, Harbin Institute of Technology, Thesis: Structure and Shape Memory Effect of Functionalized MWCNTs/poly (L-lactide-co-ε-caprolactone) Nanocomposites. Supervisor: Prof. Wei Cai,\r\n•\tM.Sc in Applied Physics, From: 1996, to: 1998, Faculty of Physics & Nuclear Science, Amirkabir Uni. of Technology, Tehran, Iran, Thesis: Determination of Boron in Micro alloy Steels with solid state nuclear track detectors by neutron induced auto radiography, Supervisors: Dr. M. Hosseini Ashrafi and Dr. A. Hosseini.\r\n•\tB.Sc. in Applied Physics, From: 1991, to: 1996, Faculty of Physics & Nuclear Science, Amirkabir Uni. of Technology, Tehran, Iran, Thesis: Design of shielding for Am-Be neutron sources for In Vivo neutron activation analysis, Supervisor: Dr. M. Hosseini Ashrafi.\r\n\r\nResearch Experiences:\r\n1.\tNanomaterials, Carbon Nanotubes, Graphene: Synthesis, Functionalization and Characterization,\r\n2.\tMWCNTs/Polymer Composites: Fabrication and Characterization, \r\n3.\tShape Memory Polymers, Biodegradable Polymers, ORC, Collagen,\r\n4.\tMaterials Analysis and Characterizations: TEM, SEM, XPS, FT-IR, Raman, DSC, DMA, TGA, XRD, GPC, Fluoroscopy, \r\n5.\tInteraction of Radiation with Mater, Nuclear Safety and Security, NDT(RT),\r\n6.\tRadiation Detectors, Calibration (SSDL),\r\n7.\tCompleted IAEA e-learning Courses:\r\nNuclear Security (15 Modules),\r\nNuclear Safety:\r\nTSA 2: Regulatory Protection in Occupational Exposure,\r\nTips & Tricks: Radiation Protection in Radiography,\r\nSafety and Quality in Radiotherapy,\r\nCourse on Sealed Radioactive Sources,\r\nCourse on Fundamentals of Environmental Remediation,\r\nCourse on Planning for Environmental Remediation,\r\nKnowledge Management Orientation Course,\r\nFood Irradiation - Technology, Applications and Good Practices,\r\nEmployment:\r\nFrom 2010 to now: Academic staff, Nuclear Science and Technology Research Institute, Kargar Shomali, Tehran, Iran, P.O. Box: 14395-836.\r\nFrom 1997 to 2006: Expert of Materials Analysis and Characterization. Research Center of Agriculture and Medicine. Rajaeeshahr, Karaj, Iran, P. O. Box: 31585-498.",institutionString:"Atomic Energy Organization of Iran",institution:{name:"Atomic Energy Organization of Iran",country:{name:"Iran"}}},{id:"248279",title:"Dr.",name:"Monika",middleName:"Elzbieta",surname:"Machoy",slug:"monika-machoy",fullName:"Monika Machoy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/248279/images/system/248279.jpeg",biography:"Monika Elżbieta Machoy, MD, graduated with distinction from the Faculty of Medicine and Dentistry at the Pomeranian Medical University in 2009, defended her PhD thesis with summa cum laude in 2016 and is currently employed as a researcher at the Department of Orthodontics of the Pomeranian Medical University. She expanded her professional knowledge during a one-year scholarship program at the Ernst Moritz Arndt University in Greifswald, Germany and during a three-year internship at the Technical University in Dresden, Germany. She has been a speaker at numerous orthodontic conferences, among others, American Association of Orthodontics, European Orthodontic Symposium and numerous conferences of the Polish Orthodontic Society. She conducts research focusing on the effect of orthodontic treatment on dental and periodontal tissues and the causes of pain in orthodontic patients.",institutionString:"Pomeranian Medical University",institution:{name:"Pomeranian Medical University",country:{name:"Poland"}}},{id:"252743",title:"Prof.",name:"Aswini",middleName:"Kumar",surname:"Kar",slug:"aswini-kar",fullName:"Aswini Kar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/252743/images/10381_n.jpg",biography:"uploaded in cv",institutionString:null,institution:{name:"KIIT University",country:{name:"India"}}},{id:"204256",title:"Dr.",name:"Anil",middleName:"Kumar",surname:"Kumar Sahu",slug:"anil-kumar-sahu",fullName:"Anil Kumar Sahu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/204256/images/14201_n.jpg",biography:"I have nearly 11 years of research and teaching experience. I have done my master degree from University Institute of Pharmacy, Pt. Ravi Shankar Shukla University, Raipur, Chhattisgarh India. I have published 16 review and research articles in international and national journals and published 4 chapters in IntechOpen, the world’s leading publisher of Open access books. I have presented many papers at national and international conferences. I have received research award from Indian Drug Manufacturers Association in year 2015. My research interest extends from novel lymphatic drug delivery systems, oral delivery system for herbal bioactive to formulation optimization.",institutionString:null,institution:{name:"Chhattisgarh Swami Vivekanand Technical University",country:{name:"India"}}},{id:"253468",title:"Dr.",name:"Mariusz",middleName:null,surname:"Marzec",slug:"mariusz-marzec",fullName:"Mariusz Marzec",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/253468/images/system/253468.png",biography:"An assistant professor at Department of Biomedical Computer Systems, at Institute of Computer Science, Silesian University in Katowice. Scientific interests: computer analysis and processing of images, biomedical images, databases and programming languages. He is an author and co-author of scientific publications covering analysis and processing of biomedical images and development of database systems.",institutionString:"University of Silesia",institution:null},{id:"212432",title:"Prof.",name:"Hadi",middleName:null,surname:"Mohammadi",slug:"hadi-mohammadi",fullName:"Hadi Mohammadi",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/212432/images/system/212432.jpeg",biography:"Dr. Hadi Mohammadi is a biomedical engineer with hands-on experience in the design and development of many engineering structures and medical devices through various projects that he has been involved in over the past twenty years. Dr. Mohammadi received his BSc. and MSc. degrees in Mechanical Engineering from Sharif University of Technology, Tehran, Iran, and his PhD. degree in Biomedical Engineering (biomaterials) from the University of Western Ontario. He was a postdoctoral trainee for almost four years at University of Calgary and Harvard Medical School. He is an industry innovator having created the technology to produce lifelike synthetic platforms that can be used for the simulation of almost all cardiovascular reconstructive surgeries. He’s been heavily involved in the design and development of cardiovascular devices and technology for the past 10 years. He is currently an Assistant Professor with the University of British Colombia, Canada.",institutionString:"University of British Columbia",institution:{name:"University of British Columbia",country:{name:"Canada"}}},{id:"254463",title:"Prof.",name:"Haisheng",middleName:null,surname:"Yang",slug:"haisheng-yang",fullName:"Haisheng Yang",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/254463/images/system/254463.jpeg",biography:"Haisheng Yang, Ph.D., Professor and Director of the Department of Biomedical Engineering, College of Life Science and Bioengineering, Beijing University of Technology. He received his Ph.D. degree in Mechanics/Biomechanics from Harbin Institute of Technology (jointly with University of California, Berkeley). Afterwards, he worked as a Postdoctoral Research Associate in the Purdue Musculoskeletal Biology and Mechanics Lab at the Department of Basic Medical Sciences, Purdue University, USA. He also conducted research in the Research Centre of Shriners Hospitals for Children-Canada at McGill University, Canada. Dr. Yang has over 10 years research experience in orthopaedic biomechanics and mechanobiology of bone adaptation and regeneration. He earned an award from Beijing Overseas Talents Aggregation program in 2017 and serves as Beijing Distinguished Professor.",institutionString:null,institution:{name:"Beijing University of Technology",country:{name:"China"}}},{id:"89721",title:"Dr.",name:"Mehmet",middleName:"Cuneyt",surname:"Ozmen",slug:"mehmet-ozmen",fullName:"Mehmet Ozmen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/89721/images/7289_n.jpg",biography:null,institutionString:null,institution:{name:"Gazi University",country:{name:"Turkey"}}},{id:"242893",title:"Ph.D. Student",name:"Joaquim",middleName:null,surname:"De Moura",slug:"joaquim-de-moura",fullName:"Joaquim De Moura",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/242893/images/7133_n.jpg",biography:"Joaquim de Moura received his degree in Computer Engineering in 2014 from the University of A Coruña (Spain). In 2016, he received his M.Sc degree in Computer Engineering from the same university. He is currently pursuing his Ph.D degree in Computer Science in a collaborative project between ophthalmology centers in Galicia and the University of A Coruña. His research interests include computer vision, machine learning algorithms and analysis and medical imaging processing of various kinds.",institutionString:null,institution:{name:"University of A Coruña",country:{name:"Spain"}}},{id:"294334",title:"B.Sc.",name:"Marc",middleName:null,surname:"Bruggeman",slug:"marc-bruggeman",fullName:"Marc Bruggeman",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/294334/images/8242_n.jpg",biography:"Chemical engineer graduate, with a passion for material science and specific interest in polymers - their near infinite applications intrigue me. \n\nI plan to continue my scientific career in the field of polymeric biomaterials as I am fascinated by intelligent, bioactive and biomimetic materials for use in both consumer and medical applications.",institutionString:null,institution:null},{id:"255757",title:"Dr.",name:"Igor",middleName:"Victorovich",surname:"Lakhno",slug:"igor-lakhno",fullName:"Igor Lakhno",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/255757/images/system/255757.jpg",biography:"Igor Victorovich Lakhno was born in 1971 in Kharkiv (Ukraine). \nMD – 1994, Kharkiv National Medical Univesity.\nOb&Gyn; – 1997, master courses in Kharkiv Medical Academy of Postgraduate Education.\nPh.D. – 1999, Kharkiv National Medical Univesity.\nDSC – 2019, PL Shupik National Academy of Postgraduate Education \nProfessor – 2021, Department of Obstetrics and Gynecology of VN Karazin Kharkiv National University\nHead of Department – 2021, Department of Perinatology, Obstetrics and gynecology of Kharkiv Medical Academy of Postgraduate Education\nIgor Lakhno has been graduated from international training courses on reproductive medicine and family planning held at Debrecen University (Hungary) in 1997. Since 1998 Lakhno Igor has worked as an associate professor in the department of obstetrics and gynecology of VN Karazin National University and an associate professor of the perinatology, obstetrics, and gynecology department of Kharkiv Medical Academy of Postgraduate Education. Since June 2019 he’s been a professor in the department of obstetrics and gynecology of VN Karazin National University and a professor of the perinatology, obstetrics, and gynecology department. He’s affiliated with Kharkiv Medical Academy of Postgraduate Education as a Head of Department from November 2021. Igor Lakhno has participated in several international projects on fetal non-invasive electrocardiography (with Dr. J. A. Behar (Technion), Prof. D. Hoyer (Jena University), and José Alejandro Díaz Méndez (National Institute of Astrophysics, Optics, and Electronics, Mexico). He’s an author of about 200 printed works and there are 31 of them in Scopus or Web of Science databases. Igor Lakhno is a member of the Editorial Board of Reproductive Health of Woman, Emergency Medicine, and Technology Transfer Innovative Solutions in Medicine (Estonia). He is a medical Editor of “Z turbotoyu pro zhinku”. Igor Lakhno is a reviewer of the Journal of Obstetrics and Gynaecology (Taylor and Francis), British Journal of Obstetrics and Gynecology (Wiley), Informatics in Medicine Unlocked (Elsevier), The Journal of Obstetrics and Gynecology Research (Wiley), Endocrine, Metabolic & Immune Disorders-Drug Targets (Bentham Open), The Open Biomedical Engineering Journal (Bentham Open), etc. He’s defended a dissertation for a DSc degree “Pre-eclampsia: prediction, prevention, and treatment”. Three years ago Igor Lakhno has participated in a training course on innovative technologies in medical education at Lublin Medical University (Poland). Lakhno Igor has participated as a speaker in several international conferences and congresses (International Conference on Biological Oscillations April 10th-14th 2016, Lancaster, UK, The 9th conference of the European Study Group on Cardiovascular Oscillations). His main scientific interests: are obstetrics, women’s health, fetal medicine, and cardiovascular medicine. \nIgor Lakhno is a consultant at Kharkiv municipal perinatal center. He’s graduated from training courses on endoscopy in gynecology. He has 28 years of practical experience in the field.",institutionString:null,institution:null},{id:"244950",title:"Dr.",name:"Salvatore",middleName:null,surname:"Di Lauro",slug:"salvatore-di-lauro",fullName:"Salvatore Di Lauro",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0030O00002bSF1HQAW/ProfilePicture%202021-12-20%2014%3A54%3A14.482",biography:"Name:\n\tSALVATORE DI LAURO\nAddress:\n\tHospital Clínico Universitario Valladolid\nAvda Ramón y Cajal 3\n47005, Valladolid\nSpain\nPhone number: \nFax\nE-mail:\n\t+34 983420000 ext 292\n+34 983420084\nsadilauro@live.it\nDate and place of Birth:\nID Number\nMedical Licence \nLanguages\t09-05-1985. Villaricca (Italy)\n\nY1281863H\n474707061\nItalian (native language)\nSpanish (read, written, spoken)\nEnglish (read, written, spoken)\nPortuguese (read, spoken)\nFrench (read)\n\t\t\nCurrent position (title and company)\tDate (Year)\nVitreo-Retinal consultant in ophthalmology. Hospital Clinico Universitario Valladolid. Sacyl. National Health System.\nVitreo-Retinal consultant in ophthalmology. Instituto Oftalmologico Recoletas. Red Hospitalaria Recoletas. Private practise.\t2017-today\n\n2019-today\n\t\n\t\nEducation (High school, university and postgraduate training > 3 months)\tDate (Year)\nDegree in Medicine and Surgery. University of Neaples 'Federico II”\nResident in Opthalmology. Hospital Clinico Universitario Valladolid\nMaster in Vitreo-Retina. IOBA. University of Valladolid\nFellow of the European Board of Ophthalmology. Paris\nMaster in Research in Ophthalmology. University of Valladolid\t2003-2009\n2012-2016\n2016-2017\n2016\n2012-2013\n\t\nEmployments (company and positions)\tDate (Year)\nResident in Ophthalmology. Hospital Clinico Universitario Valladolid. Sacyl.\nFellow in Vitreo-Retina. IOBA. University of Valladolid\nVitreo-Retinal consultant in ophthalmology. Hospital Clinico Universitario Valladolid. Sacyl. National Health System.\nVitreo-Retinal consultant in ophthalmology. Instituto Oftalmologico Recoletas. Red Hospitalaria Recoletas. \n\t2012-2016\n2016-2017\n2017-today\n\n2019-Today\n\n\n\t\nClinical Research Experience (tasks and role)\tDate (Year)\nAssociated investigator\n\n' FIS PI20/00740: DESARROLLO DE UNA CALCULADORA DE RIESGO DE\nAPARICION DE RETINOPATIA DIABETICA BASADA EN TECNICAS DE IMAGEN MULTIMODAL EN PACIENTES DIABETICOS TIPO 1. Grant by: Ministerio de Ciencia e Innovacion \n\n' (BIO/VA23/14) Estudio clínico multicéntrico y prospectivo para validar dos\nbiomarcadores ubicados en los genes p53 y MDM2 en la predicción de los resultados funcionales de la cirugía del desprendimiento de retina regmatógeno. Grant by: Gerencia Regional de Salud de la Junta de Castilla y León.\n' Estudio multicéntrico, aleatorizado, con enmascaramiento doble, en 2 grupos\nparalelos y de 52 semanas de duración para comparar la eficacia, seguridad e inmunogenicidad de SOK583A1 respecto a Eylea® en pacientes con degeneración macular neovascular asociada a la edad' (CSOK583A12301; N.EUDRA: 2019-004838-41; FASE III). Grant by Hexal AG\n\n' Estudio de fase III, aleatorizado, doble ciego, con grupos paralelos, multicéntrico para comparar la eficacia y la seguridad de QL1205 frente a Lucentis® en pacientes con degeneración macular neovascular asociada a la edad. (EUDRACT: 2018-004486-13). Grant by Qilu Pharmaceutical Co\n\n' Estudio NEUTON: Ensayo clinico en fase IV para evaluar la eficacia de aflibercept en pacientes Naive con Edema MacUlar secundario a Oclusion de Vena CenTral de la Retina (OVCR) en regimen de tratamientO iNdividualizado Treat and Extend (TAE)”, (2014-000975-21). Grant by Fundacion Retinaplus\n\n' Evaluación de la seguridad y bioactividad de anillos de tensión capsular en conejo. Proyecto Procusens. Grant by AJL, S.A.\n\n'Estudio epidemiológico, prospectivo, multicéntrico y abierto\\npara valorar la frecuencia de la conjuntivitis adenovírica diagnosticada mediante el test AdenoPlus®\\nTest en pacientes enfermos de conjuntivitis aguda”\\n. National, multicenter study. Grant by: NICOX.\n\nEuropean multicentric trial: 'Evaluation of clinical outcomes following the use of Systane Hydration in patients with dry eye”. Study Phase 4. Grant by: Alcon Labs'\n\nVLPs Injection and Activation in a Rabbit Model of Uveal Melanoma. Grant by Aura Bioscience\n\nUpdating and characterization of a rabbit model of uveal melanoma. Grant by Aura Bioscience\n\nEnsayo clínico en fase IV para evaluar las variantes genéticas de la vía del VEGF como biomarcadores de eficacia del tratamiento con aflibercept en pacientes con degeneración macular asociada a la edad (DMAE) neovascular. Estudio BIOIMAGE. IMO-AFLI-2013-01\n\nEstudio In-Eye:Ensayo clínico en fase IV, abierto, aleatorizado, de 2 brazos,\nmulticçentrico y de 12 meses de duración, para evaluar la eficacia y seguridad de un régimen de PRN flexible individualizado de 'esperar y extender' versus un régimen PRN según criterios de estabilización mediante evaluaciones mensuales de inyecciones intravítreas de ranibizumab 0,5 mg en pacientes naive con neovascularización coriodea secunaria a la degeneración macular relacionada con la edad. CP: CRFB002AES03T\n\nTREND: Estudio Fase IIIb multicéntrico, randomizado, de 12 meses de\nseguimiento con evaluador de la agudeza visual enmascarado, para evaluar la eficacia y la seguridad de ranibizumab 0.5mg en un régimen de tratar y extender comparado con un régimen mensual, en pacientes con degeneración macular neovascular asociada a la edad. CP: CRFB002A2411 Código Eudra CT:\n2013-002626-23\n\n\n\nPublications\t\n\n2021\n\n\n\n\n2015\n\n\n\n\n2021\n\n\n\n\n\n2021\n\n\n\n\n2015\n\n\n\n\n2015\n\n\n2014\n\n\n\n\n2015-16\n\n\n\n2015\n\n\n2014\n\n\n2014\n\n\n\n\n2014\n\n\n\n\n\n\n\n2014\n\nJose Carlos Pastor; Jimena Rojas; Salvador Pastor-Idoate; Salvatore Di Lauro; Lucia Gonzalez-Buendia; Santiago Delgado-Tirado. Proliferative vitreoretinopathy: A new concept of disease pathogenesis and practical\nconsequences. Progress in Retinal and Eye Research. 51, pp. 125 - 155. 03/2016. DOI: 10.1016/j.preteyeres.2015.07.005\n\n\nLabrador-Velandia S; Alonso-Alonso ML; Di Lauro S; García-Gutierrez MT; Srivastava GK; Pastor JC; Fernandez-Bueno I. Mesenchymal stem cells provide paracrine neuroprotective resources that delay degeneration of co-cultured organotypic neuroretinal cultures.Experimental Eye Research. 185, 17/05/2019. DOI: 10.1016/j.exer.2019.05.011\n\nSalvatore Di Lauro; Maria Teresa Garcia Gutierrez; Ivan Fernandez Bueno. Quantification of pigment epithelium-derived factor (PEDF) in an ex vivo coculture of retinal pigment epithelium cells and neuroretina.\nJournal of Allbiosolution. 2019. ISSN 2605-3535\n\nSonia Labrador Velandia; Salvatore Di Lauro; Alonso-Alonso ML; Tabera Bartolomé S; Srivastava GK; Pastor JC; Fernandez-Bueno I. Biocompatibility of intravitreal injection of human mesenchymal stem cells in immunocompetent rabbits. Graefe's archive for clinical and experimental ophthalmology. 256 - 1, pp. 125 - 134. 01/2018. DOI: 10.1007/s00417-017-3842-3\n\n\nSalvatore Di Lauro, David Rodriguez-Crespo, Manuel J Gayoso, Maria T Garcia-Gutierrez, J Carlos Pastor, Girish K Srivastava, Ivan Fernandez-Bueno. A novel coculture model of porcine central neuroretina explants and retinal pigment epithelium cells. Molecular Vision. 2016 - 22, pp. 243 - 253. 01/2016.\n\nSalvatore Di Lauro. Classifications for Proliferative Vitreoretinopathy ({PVR}): An Analysis of Their Use in Publications over the Last 15 Years. Journal of Ophthalmology. 2016, pp. 1 - 6. 01/2016. DOI: 10.1155/2016/7807596\n\nSalvatore Di Lauro; Rosa Maria Coco; Rosa Maria Sanabria; Enrique Rodriguez de la Rua; Jose Carlos Pastor. Loss of Visual Acuity after Successful Surgery for Macula-On Rhegmatogenous Retinal Detachment in a Prospective Multicentre Study. Journal of Ophthalmology. 2015:821864, 2015. DOI: 10.1155/2015/821864\n\nIvan Fernandez-Bueno; Salvatore Di Lauro; Ivan Alvarez; Jose Carlos Lopez; Maria Teresa Garcia-Gutierrez; Itziar Fernandez; Eva Larra; Jose Carlos Pastor. Safety and Biocompatibility of a New High-Density Polyethylene-Based\nSpherical Integrated Porous Orbital Implant: An Experimental Study in Rabbits. Journal of Ophthalmology. 2015:904096, 2015. DOI: 10.1155/2015/904096\n\nPastor JC; Pastor-Idoate S; Rodríguez-Hernandez I; Rojas J; Fernandez I; Gonzalez-Buendia L; Di Lauro S; Gonzalez-Sarmiento R. Genetics of PVR and RD. Ophthalmologica. 232 - Suppl 1, pp. 28 - 29. 2014\n\nRodriguez-Crespo D; Di Lauro S; Singh AK; Garcia-Gutierrez MT; Garrosa M; Pastor JC; Fernandez-Bueno I; Srivastava GK. Triple-layered mixed co-culture model of RPE cells with neuroretina for evaluating the neuroprotective effects of adipose-MSCs. Cell Tissue Res. 358 - 3, pp. 705 - 716. 2014.\nDOI: 10.1007/s00441-014-1987-5\n\nCarlo De Werra; Salvatore Condurro; Salvatore Tramontano; Mario Perone; Ivana Donzelli; Salvatore Di Lauro; Massimo Di Giuseppe; Rosa Di Micco; Annalisa Pascariello; Antonio Pastore; Giorgio Diamantis; Giuseppe Galloro. Hydatid disease of the liver: thirty years of surgical experience.Chirurgia italiana. 59 - 5, pp. 611 - 636.\n(Italia): 2007. ISSN 0009-4773\n\nChapters in books\n\t\n' Salvador Pastor Idoate; Salvatore Di Lauro; Jose Carlos Pastor Jimeno. PVR: Pathogenesis, Histopathology and Classification. Proliferative Vitreoretinopathy with Small Gauge Vitrectomy. Springer, 2018. ISBN 978-3-319-78445-8\nDOI: 10.1007/978-3-319-78446-5_2. \n\n' Salvatore Di Lauro; Maria Isabel Lopez Galvez. Quistes vítreos en una mujer joven. Problemas diagnósticos en patología retinocoroidea. Sociedad Española de Retina-Vitreo. 2018.\n\n' Salvatore Di Lauro; Salvador Pastor Idoate; Jose Carlos Pastor Jimeno. iOCT in PVR management. OCT Applications in Opthalmology. pp. 1 - 8. INTECH, 2018. DOI: 10.5772/intechopen.78774.\n\n' Rosa Coco Martin; Salvatore Di Lauro; Salvador Pastor Idoate; Jose Carlos Pastor. amponadores, manipuladores y tinciones en la cirugía del traumatismo ocular.Trauma Ocular. Ponencia de la SEO 2018..\n\n' LOPEZ GALVEZ; DI LAURO; CRESPO. OCT angiografia y complicaciones retinianas de la diabetes. PONENCIA SEO 2021, CAPITULO 20. (España): 2021.\n\n' Múltiples desprendimientos neurosensoriales bilaterales en paciente joven. Enfermedades Degenerativas De Retina Y Coroides. SERV 04/2016. \n' González-Buendía L; Di Lauro S; Pastor-Idoate S; Pastor Jimeno JC. Vitreorretinopatía proliferante (VRP) e inflamación: LA INFLAMACIÓN in «INMUNOMODULADORES Y ANTIINFLAMATORIOS: MÁS ALLÁ DE LOS CORTICOIDES. RELACION DE PONENCIAS DE LA SOCIEDAD ESPAÑOLA DE OFTALMOLOGIA. 10/2014.",institutionString:null,institution:null},{id:"265335",title:"Mr.",name:"Stefan",middleName:"Radnev",surname:"Stefanov",slug:"stefan-stefanov",fullName:"Stefan Stefanov",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/265335/images/7562_n.jpg",biography:null,institutionString:null,institution:null},{id:"243698",title:"Dr.",name:"Xiaogang",middleName:null,surname:"Wang",slug:"xiaogang-wang",fullName:"Xiaogang Wang",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/243698/images/system/243698.png",biography:"Dr. Xiaogang Wang, a faculty member of Shanxi Eye Hospital specializing in the treatment of cataract and retinal disease and a tutor for postgraduate students of Shanxi Medical University, worked in the COOL Lab as an international visiting scholar under the supervision of Dr. David Huang and Yali Jia from October 2012 through November 2013. Dr. Wang earned an MD from Shanxi Medical University and a Ph.D. from Shanghai Jiao Tong University. Dr. Wang was awarded two research project grants focused on multimodal optical coherence tomography imaging and deep learning in cataract and retinal disease, from the National Natural Science Foundation of China. He has published around 30 peer-reviewed journal papers and four book chapters and co-edited one book.",institutionString:null,institution:null},{id:"7227",title:"Dr.",name:"Hiroaki",middleName:null,surname:"Matsui",slug:"hiroaki-matsui",fullName:"Hiroaki Matsui",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Tokyo",country:{name:"Japan"}}},{id:"318905",title:"Prof.",name:"Elvis",middleName:"Kwason",surname:"Tiburu",slug:"elvis-tiburu",fullName:"Elvis Tiburu",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Ghana",country:{name:"Ghana"}}},{id:"336193",title:"Dr.",name:"Abdullah",middleName:null,surname:"Alamoudi",slug:"abdullah-alamoudi",fullName:"Abdullah Alamoudi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Majmaah University",country:{name:"Saudi Arabia"}}},{id:"318657",title:"MSc.",name:"Isabell",middleName:null,surname:"Steuding",slug:"isabell-steuding",fullName:"Isabell Steuding",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Harz University of Applied Sciences",country:{name:"Germany"}}},{id:"318656",title:"BSc.",name:"Peter",middleName:null,surname:"Kußmann",slug:"peter-kussmann",fullName:"Peter Kußmann",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Harz University of Applied Sciences",country:{name:"Germany"}}},{id:"338222",title:"Mrs.",name:"María José",middleName:null,surname:"Lucía Mudas",slug:"maria-jose-lucia-mudas",fullName:"María José Lucía Mudas",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Carlos III University of Madrid",country:{name:"Spain"}}}]}},subseries:{item:{id:"90",type:"subseries",title:"Human Development",keywords:"Neuroscientific research, Brain functions, Human development, UN’s human development index, Self-awareness, Self-development",scope:"