Artificial Intelligence in Telemedicine: Processing of Biosignals and Medical images | PDF

Description:

This book explores the role of artificial Intelligence in Telemedicine. It explains the concepts through the detailed study and processing of biosignals, physiological parameters, and medical images. The book focuses on computational algorithms in telemedicine for the processing of biosignals, physiological parameters, and medical Images. The book is presented in two section.

The first section presents the role of computational algorithms in the processing of biosignal and medical images for disease diagnosis and treatment planning. Noise removal in ECG signal using an improved adaptive learning approach, classification of ECG signals using CNN for cardiac arrhythmia detection, EEG signal analysis for stroke detection, and EMG signal analysis for gesture classification were discussed in this section. Application of CNN in pertussis Diagnosis by temperature monitoring, physician handwriting recognition using deep learning model, melanoma detection using ABCD parameters, and transfer learning enabled heuristic approach for pneumonia detection was also discussed in this section

The second section focus on the role of IoT and artificial intelligence in the healthcare sector. IoT in smart health care and applications of artificial intelligence in disease diagnosis and prediction was discussed in this section. The importance of 5G/6G in the pandemic scenario for telemedicine applications, wireless capsule endoscopy image compression, leukemia detection from the microscopic cell images, and genomic signal processing using numerical mapping techniques was also discussed in this section.

This book can be used by a wide range of users including students, research scholars, faculty, and practitioners in the field of engineering for applications in biomedical signal, image analysis, and diagnosis.

Editors

Dr. S. N. Kumar is Associate Professor in the Department of Electrical and Electronics Engineering, Amal Jyothi College of Engineering, Kanjirappally, Kerala. He was awarded B.E. degree in Electrical and Electronics Engineering in 2007 from Anna University, Chennai and M.E. degree in Applied Electronics in 2011 from Anna University of Technology, Tirunelveli. He was awarded his Ph.D. from Sathyabama Institute of Science and Technology, Chennai in the Department of Electronics and Communication Engineering as a part of a DST- sanctioned funded project under IDP scheme. With 13 years of teaching experience, his areas of interest include Medical Image Processing and Embedded System Applications in Telemedicine. He is an active life member of BMESI, ISTE, ISRD, Bernoulli Society, and IAENG. He was the Co- Principal Investigator of the DST IDP- funded project and research fellow of the RCA scheme, NTU Singapore. He has authored 20 peer- reviewed journal publications and eight textbooks in engineering disciplines. He also has four patent publications, 30 book chapters from prominent publications, and 36 conference publications to his credit.

Dr. Sherin Zafar is Assistant Professor of Computer Science and Engineering in the School of Engineering Sciences and Technology, Jamia Hamdard with a decade of successful experience in teaching and research management. She specializes in Wireless Networks, Soft Computing, and Network Security and has great profile in Scopus, Mendeley, Google Scholar, Research Gate, and Publons. She has about half century of papers published in Scopus, SCI, and peer- reviewed journals, as well as double century of papers reviewed. She is also Editorial Board member and Editor in Chief of many reputed and Scopus indexed journals. She has published five books and has three patents on Block Chain technology, C o- PI for FIST project of DST, and PI for two completed Unnat Bharat project. A strong believer in the power of positive thinking in the workplace, Dr. Sherin regularly develops internship and career campaigns for students through Internshala and Epoch ( Literary and Cultural Society) Groups and guided huge number of graduate, postgraduate and Ph.D. students. Dr. Sherin has been session chairs for 10+ international conferences, keynote speaker, resource person for 100+ webinars and FDPs for renowned institutions, AICTE STTP, and AICTE ATAL FDP. Sherin enjoys a good Netflix and Cricket binge but can also be found on long drive rides on country roads.

Dr. Eduard Babulak is a global scholar, educator, consultant, and professional engineer with 30 years of experience. He served as Chair of the IEEE Vancouver Ethics, Professional and Conference Committee. His academic and engineering work was recognized internationally by the Engineering Council in UK, the European Federation of Engineers, and credited by the Ontario Society of Professional Engineers and APEG in British Columbia in Canada. He was awarded higher postdoctoral degree DOCENT – D octor of Science ( D.Sc.) in the Czech Republic, Ph.D., M.Sc., and High National Certificate ( HNC) diplomas in the United Kingdom, as well as the M.Sc. and B.Sc. diplomas in Electrical Engineering in Slovakia. He served as the Editorin-Chief, Associate Editor-in-Chief, Co-Editor, and Guest-Editor. He communicates in 16 foreign languages and his biography was cited in the Cambridge Blue Book, Cambridge Index of Biographies, Stanford Who’s Who, and number of issues of Who’s Who in the World and America.

Dr. Mohammad Afshar Alam completed his postgraduation in MCA ( Master of Computer Application) from the Aligarh Muslim University and Ph.D. from Jamia Millia Islamia. Presently, he is working as Vice- Chancellor and Professor and Dean of School of Engineering Sciences and Technology at Jamia Hamdard, New Delhi. His research areas include Software Re- Engineering, Data Mining, Bio- Informatics, Fuzzy Databases, and Sustainable Development. In his 25 years of experience in teaching and research, he was invited to many countries across the globe including UAE, Nepal, Syria, Yemen, and many more for delivering Special Lectures and as Keynote speakers in Conferences. He has authored ten books, supervised more than 30 doctoral students and more than 200 postgraduate research projects, and has more than 160 research papers in reputed journals to his credit. He is conferred with many prestigious awards like Bharat Samaj Ratna Award, AMP Award for Excellence in Education, Cooperative Citizen Award, World Environment Day Award, and Spardha Shree Award. He is also the member of various government bodies at both national and international levels including University Grants Commission ( UGC), All India Council of Technical Education ( AICTE), National Assessment and Accreditation Council ( NAAC), Department of Science and Technology ( DST).

Dr. Farheen Siddiqui is HOD of CSE and Associate Professor in Jamia Hamdard. She is actively involved in teaching, research and project supervision of undergraduate postgraduate students. She served as Ph.D. Examination Coordinator and Deputy Superintendent of Examinations. She also served as Centre Coordinator for IIT spoken tutorial, member of the Board of Studies of the Department of Computer Science, FMIT, Designed CBCS- based course structure and M.Tech. ( CS) course, Programme Coordinator of M.Tech. ( CS), External Member for Moderation Committee, Department of Computer Science, Jamia Millia Islamia.