Edge-AI in Healthcare: Trends and Future Perspective
暫譯: 醫療保健中的邊緣人工智慧：趨勢與未來展望

本書提供有關邊緣人工智慧（Edge-AI）技術的全面研究理念，旨在協助醫生做出更好的數據驅動決策。透過檢視未來趨勢、簡化決策過程以及調查結構化和非結構化數據，本書提供了改善醫療保健行業的見解。

《邊緣人工智慧在醫療保健中的應用：趨勢與未來展望》不僅是對人工智慧作為醫療數據工具的全面介紹。本書分為五個章節，涵蓋整個醫療保健生態系統。第一部分是對邊緣人工智慧在醫療保健中的介紹，討論數據使用、建模和模擬技術，以及機器學習和深度學習方法。第二部分探討邊緣人工智慧在智慧醫療中的實施，該部分討論的主題包括擴增實境/虛擬實境（AR/VR）和雲計算、大數據管理、算法、優化以及物聯網醫療（IoMT）技術和方法。第三部分涵蓋邊緣人工智慧在醫療保健中的角色，以及這些技術所面臨的挑戰和機會。這一部分還提供案例研究，並討論與邊緣人工智慧在醫療保健中相關的可持續性、安全性、隱私和信任問題。

本書旨在惠及從事醫療保健、醫療資訊學及其應用領域的研究人員、學術界人士、行業專業人士、研發機構及學生。

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

她在學術界和研究領域服務超過十年。目前，她在烏塔拉坎德的石油與能源研究大學計算機科學學院擔任助理教授（選拔級）。她的研究興趣包括醫療資訊學、區塊鏈、資料庫虛擬化、資料探勘和大數據分析。她已在同行評審的期刊、會議論文和書籍中發表了大量的研究論文、文章和章節。她著作了一本名為「智慧健康系統」的書籍，出版於Springer。她也是「普遍計算：網路視角與未來方向」（Springer Nature）和「可持續農業發展的智慧農業技術」（IGI Global）的編輯。她曾擔任「機器學習與軟體系統」特刊的客座編輯，該特刊發表於「統計與管理系統期刊（JSMS）」（Thomson Reuters）。她在智慧與可持續系統領域擁有3項專利。她還擔任過AICTE-ISTE教師進修課程的資源人員，主題為「嵌入式系統、物聯網、普遍計算」，並在多個國際和國內會議上發表了多場演講。她也是多個國內外期刊的編輯委員會和審稿委員會成員。她曾擔任多個國際和國內會議的組織委員會、國家諮詢委員會和技術程序委員會成員。她在各種知名的國際和國內會議中擔任過會議主席。她獲得了「2021年全國傑出教育工作者獎」和「2021年國際青年研究者獎」，由國際組織研究所（I2OR）（印度政府註冊的中小企業）和Green ThinkerZ頒發。此外，她還獲得了「2021年女性研究者獎」，由VDGOOD專業協會在工程、科學和醫學的國際會議上頒發。她在「全球教育與企業領導獎（GECL-2018）」中獲得了「年度最佳女學者獎」。她是IEEE高級會員、ACM-印度、CSI、IFERP、IAENG、ISOC、SCRS和IJERT的專業成員。

Dr. Akanksha Upadhyaya

博士（計算機科學）

她目前在Rukmini Devi高級研究所擔任副教授及AI單位負責人。她在RDIAS工作超過9年，擁有超過13年的學術經驗。她在資訊技術、計算機科學和管理科學領域有教學經驗。她在諾伊達的Amity大學獲得了數據驗證和詐騙檢測領域的博士學位。她在2020年獲得了GRF頒發的優秀論文獎。在她的豐富經驗下，她在各種國內和國際會議上發表了論文並獲得最佳論文獎。她已撰寫超過25篇研究論文，其中一些已在IGI Global、IEEE、Springer、Inderscience和Elsevier等出版商的期刊和會議上發表。她曾在IIM和其他頂尖機構組織的多個國際和國內會議中擔任會議主席，並擔任知名國際書籍出版的客座編輯，還為同行評審期刊、Springer Nature、Inderscience和其他知名國際出版商審稿。她擁有兩項專利，目前擔任CRC Press、Apple Academic Press和Nova Science Publisher三本編輯書籍的客座編輯。她是研究方法學和數據驗證領域的受益演講者和資源人員，參加了多個研究研討會和教師發展計劃。

Prof. (Dr) Deepshikha Bhargava

博士（計算機科學），Banasthali Vidyapith，拉賈斯坦邦

SMIEEE，LMCSI，MIE，碩士（計算機科學），碩士（計算機應用），碩士（計算機科學）

她擁有超過22年的豐富學術經驗。目前在阿米提大學（Amity University Uttar Pradesh）擔任教授及機構負責人，位於大諾伊達（Greater Noida）（一個Atulyam校區）。她已著作16本書籍和14章書籍，編輯2本書籍，並在期刊和會議論文中發表超過60篇研究論文。她最近被提名為印度電子與資訊技術部（MeitY）項目審查指導小組（PRSG）的成員。她曾在毛里求斯的Université des Mascareignes（UDM）擔任訪問研究員，隸屬於教育和人力資源部、專上教育和科學研究部。她被印度政府的MeitY提名，前往烏塔拉坎德政府的資訊技術發展局（ITDA）參觀無人機應用與研究中心（DARC）。她還在巴西Centro Universitário Facvest - UNIFACVEST的PaperVest Press科學顧問名單中。最近，她被美國國家科學基金會（NSF）提名為2022年NSF研究生研究獎學金計劃（GRFP）的審稿人。Bhargava教授還獲得了「積極參與女性獎」、「年度最佳教師獎」等獎項，後者屬於「當代主題著作」子類別。她在1992年因學術卓越獲得印度政府的MHRD獎。她是聯合國在線志願者、工程師學會（IE）、ACM-W、高級會員-IEEE、ACM-CSTA、印度計算機學會（CSI）、項目管理學會（PMI）、印度防雷工程師協會（ISLE）和Vigyan Bharti（Vibha）的成員。她在她的指導下完成了4項博士學位。她的研究重點領域包括人工智慧、軟計算、生物啟發計算和醫療資訊學。

Dr. Vinod Kumar Shukla

博士（計算機科學）

他目前在阿米提大學（Amity University）迪拜和阿聯酋擔任副教授 - 資訊技術及學術負責人 - 工程建築室內設計。他擁有超過14年的經驗。他在「語義網和本體」領域獲得博士學位。他是IEEE的活躍成員。他在多個知名期刊和會議上發表了許多研究論文。他還完成了來自印度管理學院艾哈邁達巴德（IIM-A）的「一般管理課程」。他也是一名認證的網路培訓師CCNI（Cisco Certified Network Trainer）。他舉辦了許多培訓計劃，其中包括為德里Transco Limited（D.T.L）、印度郵政部在德里的Megdoot Bhawan和總部重建局（DGR）（直接隸屬於國防部的跨服務組織）員工舉辦的培訓計劃。他還撰寫了關於「阿聯酋的在線零售：驅動增長」和「莫迪訪問阿聯酋：揭示合作新領域」的案例研究，這些案例由英國的歐洲案例清算所（ECCH）主辦。2020年，他在阿米提大學迪拜舉辦的Unanimity活動中獲得了「好奇獎」。他還獲得了2019年明星支持者獎，該獎項由阿聯酋沙迦的Manzil Center頒發。她高貴的沙迦公主Sheikha Chaica S. Al Qassimi和Dr. Ayesha Saeed Husaini（沙迦Al Manzil Center主任）將「感謝證書和2019年明星支持者獎」頒發給Vinod Kumar Shukla，以表彰他對社區參與和志願服務的持續支持。他還獲得了來自印度駐阿曼大使館的Gloria Gangte女士（副任務主任）頒發的阿米提大學迪拜的紀念品，以表彰2016年的指導研討會。