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This volume provides a wealth of up-to-date information on developments and applications of deep learning in healthcare and medicine. It aims to provide deep insight and understanding of novel applications that address the tough questions of disease diagnosis, prevention, and immunization. The volume looks at applications of deep learning for major medical challenges such as cancer detection and identification, birth asphyxia among neonates, kidney abnormalities, white blood cell segmentation, diabetic retinopathy detection, and Covid-19 diagnosis, prevention, and immunization. The volume discusses applications of deep learning in detection, diagnosis, intensive examination and evaluation, genomic sequencing, convolutional neural networks for image recognition and processing, and more for health issues such as kidney problems, brain tumors, lung damage, and breast cancer. The authors look at ML for brain tumor segmentation, in lung CT scans, in digital X-Ray devices, and for a logistic and transport systems for effective delivery of healthcare. CONTENTS: About the Authors / Editors: Editors: Rohit Tanwar,PhD Associate Professor, School of Computer Sciences, University of Petroleum and Energy Studies, Dehradun, India Rohit Tanwar, PhD, is Associate Professor at the School of Computer Sciences, University of Petroleum and Energy Studies, Dehradun, India. He has more than 10 years of experience in teaching. His areas of interests include network security, optimization techniques, human computing, soft computing, cloud computing, data mining, etc. Dr. Tanwar has published one book, Information Security and Optimization, and three others are in progress with reputed international publishers. He is associated with some highly indexed international journals as guest editor/onboard reviewer. He has more than 30 publications to his credit to date in reputed journals and conferences. He has been associated with many conferences throughout India as member, session chair, etc. He is currently supervising two PhD research scholars in the fields of security and optimization. Dr. Tanwar received his bachelor’s degree in CSE from Kurukshetra University, Kurukshetra, India, and master’s degree in CSE from YMCA University of Science and Technology, Faridabad, India. He has received his PhD in CSE from Kurukshetra University, India. Prashant Kumar, PhD Assistant Professor, Department of Computer Science and Engineering, Dr. BR Ambedkar National Institute of Technology, Jalandhar, India Prashant Kumar, PhD, is Assistant Professor in the Department of Computer Science and Engineering at the Dr. BR Ambedkar National Institute of Technology, Jalandhar, India. Previously he has worked with the Department of Systemics in the School of Computer Science at the University of Petroleum and Energy Studies, Dehradun, India, and the Department of Computer Science and Engineering at the National Institute of Technology Hamirpur, India. His research interests include opportunistic and delay-tolerant networks, device-to-device communications, wireless and adhoc networks, and security in wireless networks. He has published more than 25 research papers in journals and conferences of international repute. He is a member of IEEE, International Association of Engineers, and the Internet Society. Dr. Kumar received his PhD and MTech degrees from the National Institute of Technology Hamirpur, India. Malay Kumar, PhD Assistant Professor, Department of Computer Science and Engineering, Indian Institute of Information Technology Dharwad, India Malay Kumar, PhD, is Assistant Professor in the Department of Computer Science and Engineering at the Indian Institute of Information Technology Dharwad, India. Earlier he was associated with the School of Computer Science of the University of Petroleum and Energy Studies, Dehradun, India. He has authored more than 20 research papers in international journals and conferences. His research areas of interest are application of machine learning and deep learning in medical sciences, and security and privacy issues in cloud computing. He has served as chair and technical program committee member for numerous international conferences and workshops. He was a guest editor of several international journals and a lead editor of several books. Dr. Kumar earned his BTech in Computer Science and Engineering from CSJM University Kanpur, his MTech from NIT Kurukshetra, and his PhD from NIT Raipur, India Neha Nandal, PhD Assistant Professor, Department of Computer Science and Engineering, Gokaraju Rangaraju Institute of Engineering and Technology, Hyderabad, India Neha Nandal, PhD, is Assistant Professor in the Computer Science and Engineering Department of the Gokaraju Rangaraju Institute of Engineering and Technology, Hyderabad, India. She has published 19 articles in her research area in different journals and conferences, including SCI- and SCOPUS-level journals. She is a life-time member of IETA. Dr Neha has participated in different workshops; completed courses on Python, machine learning, and deep learning on Coursera; and also hosted different faculty development programs. Her research interests include pattern recognition and machine learning. She earned her BTech in CSE from the Technological Institute of Textile and Sciences, Bhiwani, and her MTech in CSE from Amity University Jaipur, India, with distinction. Recently, she has been awarded a PhD in Machine Learning. |
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Forthcoming: Encyclopedia of Higher Education—AAP is pleased to announce the forthcoming 13-volume set. Edited by Mustafa Kayyali, PhD, this work will serve as an authoritative resource that comprehensively explores the theory, practice, evolution, and emerging directions of higher education worldwide. Bridging historical perspectives with cutting-edge developments, this encyclopedia aims to capture the complexity and richness of higher education systems, policies, practices, and philosophies across diverse global contexts. For more information, please visit: Click here New Book Series: AAP Advances in Materials, Manufacturing & Computational Intelligence Techniques plans to offer a comprehensive exploration of cutting-edge research and applications in various engineering and scientific fields. This multidisciplinary series caters to a wide range of readers, from researchers and academics to industry professionals, providing in-depth knowledge and practical insights into solving complex problems. The series explores into a diverse array of topics, including advanced materials, manufacturing techniques, and computational intelligence. For more information, visit: Click here New Book Series: AAP Series on Waste Biomass Valorization will explore the transformation of biomass resources into valuable products, addressing the growing need for sustainable alternatives to fossil fuels and non-renewable resources. For more information and to propose a book, please visit: Click here Congratulations to Hafiz Ansar Rasul Suleria, PhD, for receiving the Dean’s Award for Excellence in Research from the University of Melbourne, Australia, in recognition for his exceptional performance and strong commitment to advanced research in food science. Dr. Suleria is editor of AAP’s book series Innovations in Plant Science for Better Health: From Soil to Fork. For more information, visit: Click here Congratulations to Dr. Christian Mancas. His book Conceptual Data Modeling and Database Design: A Fully Algorithmic Approach was one of the 6 Best Data Modeling ebooks for Beginners by BookAuthority, a leading site for book recommendations. For more information, visit: Click here COMMENTS FROM AAP EDITORS AND AUTHORS AAP book title: Advances in Audiology and Hearing Science (2-volume set) “I have collaborated with AAP during the process of bringing my two-volume editing work to a final publishing phase. AAP support has been truly important throughout the initial and final stages of the book. While the majority of the publishing work is done at the early stages, the final touches that include the last-minute corrections of the authors are extremely crucial to the quality the book tries to convey. The assistance of AAP during the last stages of corrections and communication with the authors was a very positive contributor to my state of mind during those stressful moments. I recommend the publishing experience with AAP to other editors of scientific material.” —Stavros Hatzopoulos, PhD, Hearing Science Laboratory, University Hospital of Ferrara, Ferrara, Italy AAP book title: Nanotechnologies: The Physics of Nanomaterials (2-volume set) “I was very pleased with the interaction and support of the team at Apple Academic Press. They provided me with regular and useful information and updates throughout the publishing procedure. I am also very happy with the final product, which is of good quality. The books are now available and are professionally distributed through the various channels. I would like again to thank the team at AAP for all their hard work and support.” —David Schmool, PhD, Director, Groupe d’Etude de la Matière Condensée GEMaC, National Centre for Scientific Research, Université de Versailles/Saint-Quentin, Université Paris-Saclay,Versailles, France AAP book title: Physiology of Molluscs (2-volume set) “I have enjoyed the full benefit of support, encouragement, and kindness from the members of AAP I have had the pleasure of being associated with. In the same vein, I hope AAP was satisfied with the book series I have edited in advancing the knowledge. It has been a great journey and was a great pleasure and satisfaction. Advancing scholarship through publications is one of the best routes publishers can take, and I would hold AAP as one of the best ones.” —Saber Saleuddin, PhD, University Professor Emeritus, Department of Biology, York University in Toronto, Ontario, Canada AAP book title: Green Chemistry and Sustainable Technology: Biological, Pharmaceutical, and Macromolecular Systems “It had been my pleasure to work with the production team of Apple Academic Press for almost a decade. The best presentation of our work was due to their hard work and with careful scrutiny. I am sure that every one of them takes extra pains to publish the book nicely, maintaining the quality and timeliness. It was a rewarding experience to work with AAP. I would like to publish more with AAP on my upcoming projects in future also.” —Prof. Suresh C. Ameta, Professor of Eminence (Distinguished Professor), Faculty of Science, PAHER University, UDAIPUR, India AAP book title: New Frontiers in Nanochemistry, 3-volume set, plus many others "Publishing a book, either as author or editor, is a journey from the initial vibration to the piece of knowledge towards the present future of humanity at large. Such a journey is about climbing and tunneling, about diving and driving through, about inspiration and tuning, about hard working in every instance; and it is also about time. Very few Global Publishers have the wisdom and patience and kindness and openness to authors, contributors, and readers while being truly crafting oriented as Apple Academic; yet all is about people and their education, vision and assumed mission; the Apple Academic Team heartily succeed that in achieving the world class scholarly acclaim by the quality involvement in all chain of plus value added with each publishing event. Hearty Compliments! Excelsior Apple Academic!" —Mihai V. Putz, PhD, Dr.-Habil., MBA, Professor, Faculty of Chemistry, Biology, Geography, Laboratory of Computational and Structural Physical Chemistry for Nanosciences and QSAR, West University of Timi?oara; PI-1, Laboratory of Renewable Energies - Photovoltaics, National Research and Development Institute for Electrochemistry and Condensed Matter (INCEM), Timi?oara, Romania AAP book title: The Chemical Century: Molecular Manipulation and Its Impact on the 20th Century “All my experiences with AAP have been very positive. I entrusted AAP with the publication of The Chemical Century: Molecular Manipulation and Its Impact on the 20th Century and found the quality of the book that they produced to be excellent. My two contacts at the company were very responsive and efficient throughout the publication process.” —Richard J. Sundberg, PhD, Professor of Chemistry, University of Virginia, Charlottesville, Virginia, USA |
