Data-Centric AI Solutions and Emerging Technologies in the Healthcare Ecosystem
暫譯: 以數據為中心的人工智慧解決方案與醫療生態系統中的新興技術
Khang, Alex, Rana, Geeta, Tailor, R. K.
相關主題
商品描述
The book offers insight into the healthcare system by exploring emerging technologies and AI-based applications and implementation strategies. It includes current developments for future directions as well as covering the concept of the healthcare system along with its ecosystem.
Data-Centric AI Solutions and Emerging Technologies in the Healthcare Ecosystem focuses on the mechanisms of proposing and incorporating solutions along with architectural concepts, design principles, smart solutions, decision-making process, and intelligent predictions. It offers state-of-the-art approaches for overall innovations, developments, and implementation of the smart healthcare ecosystem and highlights medical signal and image processing algorithms, healthcare-based computer vision systems, and discusses explainable AI (XAI) techniques for healthcare.
This book will be useful to researchers involved in AI, IoT, Data, and emerging technologies in the medical industry. It is also suitable as supporting material for undergraduate and graduate-level courses in related engineering disciplines.
商品描述(中文翻譯)
本書透過探索新興技術和基於人工智慧(AI)的應用及實施策略,提供對醫療保健系統的深入見解。它包括未來方向的當前發展,並涵蓋醫療保健系統及其生態系統的概念。
《以數據為中心的AI解決方案與醫療生態系統中的新興技術》專注於提出和整合解決方案的機制,以及架構概念、設計原則、智慧解決方案、決策過程和智能預測。它提供了針對智慧醫療生態系統的整體創新、發展和實施的最先進方法,並突顯醫療信號和影像處理演算法、基於醫療的計算機視覺系統,並討論醫療領域的可解釋AI(XAI)技術。
本書將對參與醫療行業中AI、物聯網(IoT)、數據和新興技術的研究人員有所幫助。它也適合作為相關工程學科本科和研究生課程的輔助教材。
作者簡介
Dr. Alex Khang, is a professor in information technology at the Universities of Science and Technology in Vietnam, India, and United States; AI and data scientist, software industry expert, and the chief of technology officer (AI and Data Science Research Center) at the Global Research Institute of Technology and Engineering, North Carolina, United States. He has more than 28 years of teaching and research experience in information technology (Software Development, Database Technology, AI Engineering, Data Engineering, Data Science, Data Analytics, IoT-based Technologies, and Cloud Computing) at the Universities of Science and Technology in Vietnam, India, and USA. He has been the chair session for 20 conferences, keynote speaker for more than 25 international conclaves; an expert tech speaker for 100 over seminars and webinars; an international technical board member for 10 international organizations; an editorial board member for more than 5 ISSNs; an international reviewer and evaluator for more than 100 journal papers; an international examiner and evaluator for more than 15 PhD. theses in computer science field. He has been contributing to various research activities in fields of AI and data science while publishing many international articles in renowned journals and conference proceedings. He has published 52 authored books (in computer science between 2000-2010), 2 authored books (software development), 10 book chapters, 4 edited books, and 9 edited books (calling for book chapters) in the fields of AI ecosystem (AI, ML, DL, robotics, data science, big data, and IoT), smart city ecosystem, healthcare ecosystem, fintech technology, and blockchain technology (since 2020). He has over 28 years of nonstop work as a software product manager, data engineer, AI engineer, cloud computing architect, solution architect, software architect, database expert in the foreign corporations of Germany, Sweden, the United States, Singapore, and multinationals (former CEO, former CTO, former Engineering Director, Product Manager, and Senior Software Production Consultant).
Dr. Geeta Rana is Associate Professor at Himalayan School of Management Studies in Swami Rama Himalayan University, Jolly Grant, Dehradun. She earned her Ph.D. in management from Indian Institute of Technology (IIT, Roorkee). She has also done certification courses in HR analytics from Indian Institute of Management Rohtak (IIMR). She is engaged in teaching, research and consultancy assignments. She has more than 15 years of experience in teaching and in handling various administrative as well as academic positions. She has to her credit over 50 papers published in refereed journals of Emerald, Sage, Springer, Taylor & Francis, Elsevier and InderScience publishers. She also presented several research papers in national and international conferences. She has contributed several chapters in different books published by Cambridge UK, Springer IGI Global and Palgrave Macmillan. She has authored xii Editor Biographies a book titled Counseling Skills for Managers published by New Age Publications. She has conducted and attended various workshops, faculty development programs (FDPs) and management development programs (MDPs). She is recipient of many awards. Her research interests include data analytics, Human Resource Management 4.0, knowledge management, managerial effectiveness, justice, values, employer branding and innovation.
Dr. R K Tailor, Senior Associate Professor, Department of Business Administration, Manipal University Jaipur, Rajasthan, India. He is an expert in Robotic Process Automation and Robotic Accounting in India for the last 10 years and developed more than 10 patents and served as a consultant in many education institutions, Universities, and business houses for the application and adoption of Robotic process automation. He is having more than 16 years of experience in teaching and research. He has published more than 60 books on the different areas of commerce and management and more than 60 research papers in the reputed national and international journals. He is also actively associated with Indian Commerce Association and Indian Accounting Association as EC Member and has served as Associate editor in the Indian Journal of Accounting. He is also associated with high-ranked International reputed publication houses as an editor, reviewer, and advisory board member such as Taylor & Francis, Springer, Elsevier, CRC Publications, IGI GLobal, Scientific Publications etc. He has also chaired more than 5o National and International Conferences as Chief Guest, Chairperson, and Key Note speaker and resource person. He has also delivered his speech on robotic process automation at the International level Romania, Malaysia, Nepal, Dubai, Spain, Turkey, Poland, Hungary, and Ireland are a few names. He has achieved many awards and accolades from many national and international organizations.
Dr. Vugar Abdullayev, Doctor of Technical Sciences, Associate Professor, Azerbaijan State Oil and Industry University. Baku, Azerbaijan. He has completed his Ph.D in Computer Science in the year 2005. He is currently as an Associate Professor of the "Computer engineering" Department at the Azerbaijan State Oil and Industry University, Baku, Azerbaijan. He is author of 61 scientific papers. His researchers related to the study of the cyber physical systems, IoT, big data, smart city and information technologies.
作者簡介(中文翻譯)
Dr. Alex Khang 是越南、印度和美國科學技術大學的資訊科技教授;同時也是人工智慧和數據科學家、軟體產業專家,以及美國北卡羅來納州全球技術與工程研究所(AI 和數據科學研究中心)的首席技術官。他在資訊科技(軟體開發、資料庫技術、人工智慧工程、數據工程、數據科學、數據分析、物聯網技術和雲計算)方面擁有超過 28 年的教學和研究經驗。他曾擔任 20 次會議的主席,並在 25 次以上的國際會議中擔任主題演講者;同時也是 100 多場研討會和網路研討會的專家技術演講者;擔任 10 個國際組織的國際技術委員會成員;擔任 5 本以上 ISSN 的編輯委員會成員;擔任 100 多篇期刊論文的國際審稿人和評估者;以及在計算機科學領域擔任 15 篇以上博士論文的國際考官和評估者。他在人工智慧和數據科學領域的各種研究活動中做出了貢獻,並在知名期刊和會議論文集中發表了許多國際文章。他出版了 52 本著作(2000-2010 年間的計算機科學),2 本著作(軟體開發),10 章書籍,4 本編輯書籍,以及 9 本編輯書籍(徵求書章),涵蓋人工智慧生態系統(AI、ML、DL、機器人技術、數據科學、大數據和物聯網)、智慧城市生態系統、醫療生態系統、金融科技和區塊鏈技術(自 2020 年以來)。他在德國、瑞典、美國、新加坡及跨國公司(前首席執行官、前首席技術官、前工程總監、產品經理和高級軟體生產顧問)擔任軟體產品經理、數據工程師、人工智慧工程師、雲計算架構師、解決方案架構師、軟體架構師和資料庫專家,擁有超過 28 年的持續工作經驗。
Dr. Geeta Rana 是印度德拉敦斯瓦米拉瑪喜馬拉雅大學喜馬拉雅管理研究學院的副教授。她在印度理工學院(IIT,魯爾基)獲得管理學博士學位。她還在印度管理學院羅塔克(IIMR)完成了人力資源分析的認證課程。她從事教學、研究和顧問工作,擁有超過 15 年的教學經驗,並處理各種行政和學術職位。她在 Emerald、Sage、Springer、Taylor & Francis、Elsevier 和 InderScience 出版的同行評審期刊上發表了 50 篇以上的論文,並在國內外會議上發表了多篇研究論文。她為劍橋大學、Springer IGI Global 和 Palgrave Macmillan 出版的不同書籍貢獻了幾個章節。她著有一本名為《管理者的輔導技巧》的書籍,由 New Age Publications 出版。她參加和舉辦了各種研討會、教師發展計畫(FDP)和管理發展計畫(MDP)。她獲得了許多獎項。她的研究興趣包括數據分析、人力資源管理 4.0、知識管理、管理效能、公正、價值觀、雇主品牌和創新。
Dr. R K Tailor 是印度拉賈斯坦邦馬尼帕爾大學商業管理系的高級副教授。他在印度的機器人流程自動化和機器人會計方面擁有 10 年的專業經驗,開發了 10 多項專利,並擔任多所教育機構、大學和企業的顧問,推動機器人流程自動化的應用和採用。他擁有超過 16 年的教學和研究經驗,出版了 60 本以上的商業和管理領域書籍,以及 60 篇以上的國內外知名期刊研究論文。他還積極參與印度商業協會和印度會計協會,擔任執行委員會成員,並在《印度會計期刊》中擔任副編輯。他還與多家國際知名出版機構(如 Taylor & Francis、Springer、Elsevier、CRC Publications、IGI Global、Scientific Publications 等)擔任編輯、審稿人和顧問委員會成員。他曾擔任 50 多場國內外會議的主席、主講嘉賓和資源人員。他在國際層面上於羅馬尼亞、馬來西亞、尼泊爾、杜拜、西班牙、土耳其、波蘭、匈牙利和愛爾蘭等地發表過有關機器人流程自動化的演講。他獲得了許多國內外組織的獎項和榮譽。
Dr. Vugar Abdullayev 是阿塞拜疆國立石油與工業大學的技術科學博士、副教授,位於阿塞拜疆巴庫。他於 2005 年獲得計算機科學博士學位。目前擔任阿塞拜疆國立石油與工業大學計算機工程系的副教授。他是 61 篇科學論文的作者,研究方向包括網絡物理系統、物聯網、大數據、智慧城市和資訊技術。