Edge-AI in Healthcare: Trends and Future Perspective

The book provides comprehensive research ideas about Edge-AI technology that can assist doctors in making better data-driven decisions. It provides insights for improving the healthcare industry by examining future trends, simplifying decision making and investigating structured and unstructured data.

Edge-AI in Healthcare: Trends and Future Perspective is more than a comprehensive introduction to Artificial Intelligence as a tool in healthcare data. The book is split into five chapters covering the entire healthcare ecosystem. First section is introduction to Edge-AI in healthcare. It discusses data usage, modelling and simulation techniques as well as machine and deep learning approaches. The second section discusses the implementation of edge AI for smart healthcare. The topics discussed in this section include, AR/VR and cloud computing, big data management, algorithms, optimization, and IoMT techniques and methods. Third section covers role of Edge-AI in healthcare and the challenges and opportunities of the technologies. This section also provides case studies and discusses sustainability, security, privacy, and trust related to Edge-AI in healthcare.

This book is intended to benefit researchers, academics, industry professionals, R & D organizations and students working in the field of healthcare, healthcare informatics and their applications.

這本書提供了關於邊緣人工智慧（Edge-AI）技術的全面研究思路，可以幫助醫生做出更好的數據驅動決策。它通過檢視未來趨勢、簡化決策過程以及研究結構化和非結構化數據，提供了改進醫療行業的見解。

《邊緣人工智慧在醫療保健中的趨勢與未來展望》不僅是人工智慧在醫療數據中的全面介紹，還分為五個章節，涵蓋整個醫療生態系統。第一部分是關於邊緣人工智慧在醫療保健中的介紹，討論了數據使用、建模和模擬技術，以及機器學習和深度學習方法。第二部分討論了邊緣人工智慧在智能醫療中的應用，包括AR/VR和雲計算、大數據管理、算法、優化以及物聯網醫療技術和方法。第三部分涵蓋了邊緣人工智慧在醫療保健中的角色，以及相關技術的挑戰和機遇。本部分還提供了案例研究，並討論了與邊緣人工智慧在醫療保健中相關的可持續性、安全性、隱私性和信任性。

這本書旨在惠及在醫療保健、醫療信息學及其應用領域工作的研究人員、學者、行業專業人士、研發機構和學生。

Dr. Sonali Vyas

Ph.D. (Computer Science), SMIEEE

She is serving as an academician and researcher for more than a decade. Currently, she is working as Assistant Professor (Selection Grade) in School of Computer Science at University of Petroleum and Energy Studies, Uttarakhand. Her research interest includes Healthcare Informatics, Blockchain, Database Virtualization, Data Mining, and Big Data Analytics. She has authored the ample number of research papers, articles and chapters in refereed journals/conference proceedings and books. She authored a book on "Smart Health Systems", Springer. She is also an editor of "Pervasive Computing: A Networking Perspective and Future Directions", Springer Nature and "Smart Farming Technologies for Sustainable Agricultural Development, IGI Global". She acted as a guest editor in a special issue of "Machine Learning and Software Systems" in "Journal of Statistics & Management Systems (JSMS)" (Thomson Reuters)". She has also authored 3 patents in the area of Smart and sustainable system. She has also acted as a Resource Person in AICTE-ISTE Faculty Refresher Course on "Embedded Systems, IoT, Pervasive Computing" and delivered many talks reputed International and National Conferences. She is also a member of Editorial Board and Reviewer Board in many referred National and International journals. She has also been a member of Organizing Committee, National Advisory Board and Technical Program Committee at many International and National conferences. She has also Chaired Sessions in various reputed International and National Conferences. She has been awarded as "National Distinguished Educator Award 2021" and "International Young Researcher Award 2021", instituted by the "International Institute of organized Research (I2OR) which is a registered MSME, Government of India" and Green ThinkerZ. Also awarded as "Women Researcher Award 2021", by VDGOOD Professional Association in International Conference on award winners in Engineering, Science and Medicine. Also awarded as "Best Academician of the Year Award (Female)" in "Global Education and Corporate Leadership Awards (GECL-2018)". She is a professional member of Senior Member-IEEE, ACM-India, CSI, IFERP, IAENG, ISOC, SCRS and IJERT.

Dr. Akanksha Upadhyaya

Ph.D. (Computer Science)

She is working as an Associate Professor and Head AI Cell at Rukmini Devi Institute of Advanced Studies. She has been associated with RDIAS for more than 9 years with an overall experience of more than 13 years, as an Academician. She has teaching experience in the field of Information Technology, Computer Science, and Management Sciences. She holds a Ph.D. from Amity University, Noida in the field of data authentication and fraud detection. She has been awarded with outstanding thesis award in 2020 by GRF. Under her vast experience, she has presented papers at various National and International Conferences and received best paper awards. She has written more than 25 research papers, some of which have appeared in journals and conferences with Scopus indices from publishers like IGI Global, IEEE, Springer, Inderscience, and Elsevier, to mention a few. She has chaired sessions at several international and national conferences organized by IIM and other premier institutions, served as a guest editor for renowned international book publications, and reviewed articles for Peer Reviewed Journals, Springer Nature, Inderscience, and other reputable international publishers. She has two patents to her name and is currently serving as a guest editor for three edited books by CRC Press, Apple Academic Press, and Nova Science Publisher. She is a beneficent speaker and Resource Person in the field of Research Methodology and Data Authentication in several Research workshops and faculty development programs.

Prof. (Dr) Deepshikha Bhargava

PhD (Computer Science), Banasthali Vidyapith, Rajasthan

SMIEEE, LMCSI, MIE, M.Tech. (CS), MCA, M.Sc. (CS)

She has a rich experience of around 22+ years as an academician. At present working as Professor & Head of Institution, Amity University Uttar Pradesh, Greater Noida (An Atulyam Campus). She has authored 16 books & 14 Book chapters, edited 02 Books, and published 60+ research papers in Journals and Conference Proceedings. She has recently nominated as a member in Project Review Steering Group (PRSG), Ministry of Electronics & IT (MeitY), Govt. of India. She has also served as visiting fellow at Université des Mascareignes (UDM), Ministry of Education and Human Resources, Tertiary Education and Scientific Research, Mauritius. She has been nominated by MeitY, Govt. of India to visit Drone Application and Research Center (DARC), Information Technology Development Agency (ITDA) Department of Information Technology, (Govt. of Uttarakhand). She is also empaneled in PaperVest Press Scientific Advisors, PaperVest University Publisher of Centro Universitário Facvest - UNIFACVEST, Brazil. Recently she has been included as Reviewer for 2022 NSF Graduate Research Fellowship Program (GRFP) by National Science Foundation (NSF), USA. Prof. Bhargava also received the awards: "Active Participation Woman Award", "Best Faculty of the year" under subcategory 'Authoring Books on Contemporary Subjects' to name a few. She also awarded by MHRD, Govt. of India in year 1992 for academic excellence. She is member, UN Online Volunteering; Institute of Engineers (IE), ACM-W, Senior Member-IEEE, ACM-CSTA; Computer Society of India (CSI); Project Management Institute (PMI), Indian Society of Lightening Engineers (ISLE) and Vigyan Bharti (Vibha). Overall, 04 PhDs completed under her guidance. Her Research thrust areas are Artificial Intelligence, Soft computing, Bio-inspired computation, and Healthcare informatics.

Dr. Vinod Kumar Shukla

Ph.D. (Computer Science)

He is currently working with Amity University, Dubai, and UAE as a capacity of Associate Professor - Information Technology and Head of Academics - Engineering Architecture Interior Design, Amity University Dubai, United Arab Emirates. He has more than 14 years of experience. He has completed his Ph.D; in the field of "Semantic Web and Ontology", He is an active member of IEEE. He has published many research papers in various reputed journals/conferences. He has also completed "General Management Programme" from Indian Institute of Management Ahmedabad (IIM-A). He is also a certified Network Trainer CCNI (Cisco Certified Network Trainer). He has conducted many training programs, some of them includes, Training program for the employees of Delhi Transco Limited (D.T.L), Indian postal department in Megdoot Bhawan, Delhi, and Directorate General Resettlement (DGR) is an Inter Service Organization functioning directly under the Ministry of Defence. (D.G.R). He has also written case study on "Online Retail in UAE: Driven to Grow" and "MODI'S VISIT TO UAE: UNCOVERING NEW AREAS OF COOPERATION "which are hosted by European Case Clearing House (ECCH), the case center, UK. Received award "Inquisitive Award", in Unanimity -2020, organized and hosted by Amity University Dubai, UAE. He has been awarded for Star Supporter Award 2019, which was presented by: Manzil Center, Sharjah, UAE. Her Highness Sheikha Chaica S. Al Qassimi and Dr. Ayesha Saeed Husaini, Director, Al Manzil Center, Sharjah, UAE, handed over the "Appreciation Certificate and Star Supporter Award 2019" to Amity University Dubai received by Vinod Kumar Shukla for the continuous support to community engagement and volunteerism. And he has received Memento for Amity University Dubai, from Mrs. Gloria Gangte, Deputy Chief of Mission, Embassy of India, Sultanate of Oman for Guidance Seminar 2016.

Dr. Sonali Vyas

博士（計算機科學），SMIEEE

她擔任學者和研究員已有十多年。目前，她在Uttarakhand的University of Petroleum and Energy Studies的School of Computer Science擔任助理教授（選拔級）。她的研究興趣包括醫療信息學、區塊鏈、數據庫虛擬化、數據挖掘和大數據分析。她在被引用的期刊/會議論文和書籍中撰寫了大量的研究論文、文章和章節。她撰寫了一本名為'Smart Health Systems'（Springer）的書。她還是'Pervasive Computing: A Networking Perspective and Future Directions'（Springer Nature）和'Smart Farming Technologies for Sustainable Agricultural Development, IGI Global'的編輯。她曾擔任特刊編輯在'Journal of Statistics & Management Systems (JSMS)'（湯姆森路透）的'Machine Learning and Software Systems'專刊中。她還在智能和可持續系統領域撰寫了3項專利。她還擔任過AICTE-ISTE教師進修課程的資源人，主題是'嵌入式系統、物聯網、普遍計算'，並在國際和國內知名會議上發表了許多演講。她還是許多國內外期刊的編輯委員會成員和審稿人委員會成員。她還擔任過許多國際和國內會議的組織委員會成員、國家諮詢委員會成員和技術計劃委員會成員。她還在多個知名國際和國內會議上擔任過主持人。她曾獲得'2021年全國傑出教育家獎'和'2021年國際青年研究人員獎'，由'國際組織研究學院（I2OR）（印度政府註冊的中小企業）'和'Green ThinkerZ'頒發。還獲得了由VDGOOD專業協會頒發的'2021年婦女研究人員獎'，該協會在工程、科學和醫學領域的國際會議上頒發獎項。還在'全球教育和企業領導獎（GECL-2018）'中獲得了'年度最佳女性學者獎'。她是高級會員-IEEE、ACM-India、CSI、IFERP、IAENG、ISOC、SCRS和IJERT的專業會員。

Dr. Akanksha Upadhyaya

博士（計算機科學）

她目前在Rukmini Devi Institute of Advanced Studies擔任副教授和AI Cell主任。她已經與RDIAS合作超過9年，總體經驗超過13年，作為學者。她在信息技術、計算機科學和管理科學領域有教學經驗。她在Amity University, Noida獲得了關於數據驗證和欺詐檢測的博士學位。她在2020年獲得了GRF頒發的優秀論文獎。在她豐富的經驗下，她在各種國內外會議上發表論文並獲得最佳論文獎。她撰寫了超過25篇研究論文，其中一些發表在IGI Global、IEEE、Springer、Inderscience和Elsevier等出版商的期刊和會議上。她在由IIM和其他知名機構組織的多個國際和國內會議上擔任主持人，擔任知名國際書籍出版物的特邀編輯，並為同行評審期刊、Springer Nature、Inderscience和其他知名國際出版商審查文章。她有兩項專利，目前擔任CRC Press、Apple Academic Press和Nova Science Publisher三本編輯書籍的特邀編輯。她是一位慷慨的演講者和領域資源人。