Digital Transformation and XAI in Healthcare
暫譯: 醫療領域的數位轉型與可解釋人工智慧(XAI)

這本書探討了解釋性人工智慧（XAI）在推動醫療保健領域數位轉型中的關鍵角色，提供其應用、倫理與法律考量、技術需求及未來趨勢的全面見解。

《醫療保健中的數位轉型與XAI》深入探討XAI在醫療保健轉型中的基本角色，針對數據安全、倫理考量及XAI與現有醫療基礎設施的整合等關鍵議題進行討論。透過提供技術工具、基礎設施需求及法律框架的全面概述，本書使醫療專業人員具備應對XAI應用複雜性的知識。本書探討了醫療教育的未來及XAI在培訓下一代醫療專業人員中的關鍵角色，討論XAI如何增強學習體驗並提供更個性化的教育，確保未來的臨床醫生能夠有效利用先進的人工智慧技術。本書還深入探討實施XAI所需的技術工具和基礎設施，以及數據管理和隱私問題。對全球合作和創新項目的探索突顯了本書對XAI在醫療保健中國際影響的獨特視角。

本書旨在為醫療專業人員、研究人員和學生提供對醫療科技未來的寶貴見解。讀者將獲得利用XAI力量的知識，確保人工智慧系統不僅準確，還具透明性、可信度和倫理性。

İlhan Uysal is an Assistant Professor in the Department of Information Systems and Technologies at the Bucak Zeliha Tolunay School of Applied Technology and Business Administration, 'Burdur Mehmet Akif Ersoy University' in Turkey. He is also the director of the Bucak Emin Gulmez Technical Science of Vocational School of the same university. Her research focuses on artificial intelligence, machine learning, drug repurposing and artificial intelligence in healthcare. He received his PhD in Computer Engineering from Suleyman Demirel University, Isparta, Turkey. He also holds a Master's degree in Electrical and Computer Engineering (English) from Antalya Bilim University, Turkey, a Bachelor's degree in Computer Systems Teaching and Computer Engineering from Süleyman Demirel University and a Bachelor's degree in Management Information Systems from Anadolu University. Before joining Burdur Mehmet Akif Ersoy University, he worked as a lecturer in Computer Science at Bayburt University for 2 years. He has many publications in science citation index journals, conference proceedings, presentations and book chapters.

Roman Rodriguez-Aguilar is a professor in the Faculty of Economic and Business Sciences of the ''Universidad Panamericana'' in Mexico. His research is on large-scale mathematical optimization, statistical learning, computational intelligence, health economics, energy economics, digital economics, and digital transformation in organizations. He received his Ph.D. at the School of Economics at the National Polytechnic Institute, Mexico. He also has a master's degree in engineering from the School of Engineering at the National University of Mexico (UNAM), a master's degree in administration and public policy from the School of Government and Public Policy at Monterrey Institute of Technology and Higher Education, a postgraduate in Applied Statistics at theResearch Institute in Applied Mathematics and Systems of the UNAM and his degree in Economics at the UNAM. Before joining Panamericana University, he worked as a specialist in economics, statistics, simulation, finance, and optimization, occupying different management positions in various public and private entities such as the Ministry of Energy, Ministry of Finance, and Ministry of Health. He has co-authored many research articles in science citation index journals, conference proceedings, presentations, and book chapters. Professor Rodrı́guez has supervised many M.Sc. and Ph.D. Students. He is a member of the National System of Researchers Level II ofCONAHCYT in Mexico.

Jafar A. Alzubi is a professor at Al Balqa Applied University, School of Engineering, Jordan. Received Ph.D. degree in Advanced Telecommunications from Swansea University, Swansea UK (2012). Master of Science degree (Hons.) in electrical and c omputer engineering from New York Institute of Technology, New York USA (2005). And Bachelor of Science degree (Hons.) in Electrical Engineering, majoring in Electronics and Communications, from the University of Engineering and Technology, Lahore, Pakistan (2001). Jafar works and researches in a multidisciplinary environment involving Machine Learning, classifications and detection of Web scams, the Internet of Things, Wireless Sensor Networks, Network Security, and Cryptography. He has managed and directed a few projects funded by the European Union. His cumulative research experience of over ten years has resulted in publishing more than sixty papers in highly impacted journals. Currently, he is a senior IEEE member and serves as an editor, editorial board member, and reviewer in many prestigious journals in the computer engineering and sciences field.

Mehmet Bilen is an Assistant Professor at the Department of Computer Engineering, Faculty of Engineering and Architecture, 'Burdur Mehmet Akif Ersoy University' in Turkey. He is also working as the Digital Transformation Coordinator of the same university. His research interests include artificial intelligence, machine learning, optimization and bioinformatics. He received his PhD degree from Isparta Süleyman Demirel University, Department of Computer Engineering. He also holds a Master's degree in Computer Engineering from Süleyman Demirel University and a Bachelor's degree in Computer Systems Teaching from Süleyman Demirel University. Before joining Burdur Mehmet Akif Ersoy University, he worked as a lecturer in Computer Science at Gümüşhane University for 2 years. He has many publications in science citation index journals, conference proceedings, presentations and book chapters.

**艾爾漢·烏伊薩爾**（Elhan Uysal）是土耳其布爾杜爾梅赫梅特·阿基夫·厄爾索伊大學（Burdur Mehmet Akif Ersoy University）應用科技與商業管理學院資訊系統與技術系的助理教授。他同時也是該大學布卡克艾敏·古爾梅茲技術職業學校的主任。他的研究專注於人工智慧、機器學習、藥物再利用以及人工智慧在醫療保健中的應用。他在土耳其伊斯帕爾塔的蘇萊曼·德米雷爾大學獲得計算機工程博士學位。他還擁有土耳其安塔利亞科學大學的電氣與計算機工程碩士學位、蘇萊曼·德米雷爾大學的計算機系統教學與計算機工程學士學位，以及安納托利亞大學的管理資訊系統學士學位。在加入布爾杜爾梅赫梅特·阿基夫·厄爾索伊大學之前，他在巴伊布特大學擔任計算機科學講師兩年。他在科學引文索引期刊、會議論文、演示和書籍章節上發表了許多論文。

**羅曼·羅德里格斯-阿吉拉爾**（Roman Rodriguez-Aguilar）是墨西哥「泛美大學」（Universidad Panamericana）經濟與商業科學學院的教授。他的研究領域包括大規模數學優化、統計學習、計算智能、健康經濟學、能源經濟學、數位經濟學以及組織中的數位轉型。他在墨西哥國立工業學院經濟學院獲得博士學位。他還擁有墨西哥國立大學（UNAM）工程學院的工程碩士學位、蒙特雷科技高等教育學院政府與公共政策學院的行政與公共政策碩士學位、UNAM應用數學與系統研究所的應用統計學研究生學位，以及UNAM的經濟學學位。在加入泛美大學之前，他曾在能源部、財政部和衛生部等多個公共和私營機構擔任經濟學、統計學、模擬、金融和優化的專家，並擔任不同的管理職位。他共同撰寫了許多科學引文索引期刊、會議論文、演示和書籍章節的研究文章。羅德里格斯教授指導了許多碩士和博士生。他是墨西哥CONACYT國家研究系統的二級成員。

**賈法爾·阿爾祖比**（Jafar A. Alzubi）是約旦阿爾巴爾卡應用大學（Al Balqa Applied University）工程學院的教授。他在英國斯旺西大學獲得先進電信博士學位（2012年）。他在美國紐約科技學院獲得電氣與計算機工程碩士學位（榮譽，2005年），並在巴基斯坦拉合爾工程技術大學獲得電氣工程學士學位（榮譽，主修電子與通信，2001年）。賈法爾的工作和研究涉及多學科環境，包括機器學習、網路詐騙的分類與檢測、物聯網、無線感測器網路、網路安全和密碼學。他管理和指導了幾個由歐盟資助的項目。他的累積研究經驗超過十年，已在高影響力的期刊上發表超過六十篇論文。目前，他是IEEE的高級會員，並在計算機工程與科學領域的多本知名期刊擔任編輯、編輯委員會成員和審稿人。

**梅赫梅特·比倫**（Mehmet Bilen）是土耳其布爾杜爾梅赫梅特·阿基夫·厄爾索伊大學（Burdur Mehmet Akif Ersoy University）工程與建築學院計算機工程系的助理教授。他同時擔任該大學的數位轉型協調員。他的研究興趣包括人工智慧、機器學習、優化和生物資訊學。他在伊斯帕爾塔的蘇萊曼·德米雷爾大學計算機工程系獲得博士學位。他還擁有蘇萊曼·德米雷爾大學的計算機工程碩士學位和該校的計算機系統教學學士學位。在加入布爾杜爾梅赫梅特·阿基夫·厄爾索伊大學之前，他在居穆什哈內大學擔任計算機科學講師兩年。他在科學引文索引期刊、會議論文、演示和書籍章節上發表了許多論文。