Artificial Intelligence for Disease Diagnosis and Prognosis in Smart Healthcare (智慧醫療中的人工智慧疾病診斷與預後)
Kouadri Mostefaoui, Ghita, Islam, S. M. Riazul, Tariq, Faisal
相關主題
商品描述
Artificial Intelligence (AI) in general and machine learning (ML) and deep learning (DL) in particular and related digital technologies are a couple of fledging paradigms that next-generation healthcare services are sprinting towards. These digital technologies can transform various aspects of healthcare, leveraging advances in computing and communication power. With a new spectrum of business opportunities, AI-powered healthcare services will improve the lives of patients, their families, and societies. However, the application of AI in the healthcare field requires special attention given the direct implication with human life and well-being. Rapid progress in AI leads to the possibility of exploiting healthcare data for designing practical tools for automated diagnosis of chronic diseases such as dementia and diabetes. This book highlights the current research trends in applying AI models in various disease diagnoses and prognoses to provide enhanced healthcare solutions. The primary audience of the book are postgraduate students and researchers in the broad domain of healthcare technologies.
Features
- In-depth coverage of the role of AI in smart healthcare
- Research guidelines for AI and data science researchers/practitioners interested in the healthcare sector
- Comprehensive coverage on security and privacy issues for AI in smart healthcare
商品描述(中文翻譯)
人工智慧（AI）一般而言，機器學習（ML）和深度學習（DL）特別是相關的數位技術，正是下一代醫療服務所追求的幾個新興範式。這些數位技術能夠改變醫療的各個方面，利用計算和通信能力的進步。隨著新的商機出現，AI 驅動的醫療服務將改善患者、其家人及社會的生活。然而，AI 在醫療領域的應用需要特別關注，因為它直接關係到人類的生命和福祉。AI 的快速進展使得利用醫療數據設計自動診斷慢性疾病（如癡呆症和糖尿病）的實用工具成為可能。本書強調了在各種疾病診斷和預後中應用 AI 模型的當前研究趨勢，以提供增強的醫療解決方案。本書的主要讀者為研究生及醫療科技領域的研究人員。
特色
- 深入探討 AI 在智慧醫療中的角色
- 為對醫療領域感興趣的 AI 和數據科學研究者/從業者提供研究指導
- 全面涵蓋智慧醫療中 AI 的安全性和隱私問題
作者簡介
Ghita Kouadri Mostefaoui is currently an Associate Professor at the Department of Computer Science, University College London. Her current teaching includes programming, computer architecture, and software engineering. She received her PhD in computer science from both the University of Fribourg, Switzerland and Université Pierre et Marie Curie (Paris 6). Ghita is a Fellow of the Higher Education Academy.
S. M. Riazul Islam is currently a Senior Lecturer in Computer Science at the University of Huddersfield, United Kingdom. Before moving to the UK, he was an Assistant Professor at the Department of Computer Science and Engineering, Sejong University, South Korea, from 2017 to 2022. Dr. Islam's prior affiliations were at Inha University as a Postdoctoral Fellow, at Samsung R&D Institute as a Senior Engineer, and at the University of Dhaka as an Assistant Professor in EEE. He received his Ph.D. in Information and Communication Engineering from Inha University, South Korea, in 2012. Dr. Islam's research interests include applied AI, machine learning, data science, and IoT.
Faisal Tariq is currently a Senior Lecturer at the James Watt School of Engineering, University of Glasgow, United Kingdom. He received his PhD degree from The Open University, UK. His research interests include applications of Artificial Intelligence (AI) and Machine Learning (ML) in various domains including smart wireless communications, healthcare technology, cyber security and intelligent internet of Things (IIoT). He is a senior member of IEEE and fellow of the Higher Education Academy.
作者簡介(中文翻譯)
Ghita Kouadri Mostefaoui 目前是倫敦大學學院計算機科學系的副教授。她目前的教學內容包括程式設計、計算機架構和軟體工程。她在瑞士弗里堡大學和皮埃爾與瑪麗居里大學（巴黎6）獲得計算機科學博士學位。Ghita 是高等教育學院的院士。
S. M. Riazul Islam 目前是英國哈德斯菲爾德大學的計算機科學高級講師。在移居英國之前，他曾於2017年至2022年擔任韓國世宗大學計算機科學與工程系的助理教授。Islam 博士之前的任職經歷包括在仁荷大學擔任博士後研究員、在三星研發院擔任高級工程師，以及在達卡大學擔任電子與電機工程系的助理教授。他於2012年在仁荷大學獲得資訊與通信工程博士學位。Islam 博士的研究興趣包括應用人工智慧、機器學習、數據科學和物聯網。
Faisal Tariq 目前是英國格拉斯哥大學詹姆斯·瓦特工程學院的高級講師。他在英國開放大學獲得博士學位。他的研究興趣包括人工智慧（AI）和機器學習（ML）在各個領域的應用，包括智慧無線通信、醫療科技、網絡安全和智能物聯網（IIoT）。他是IEEE的高級會員，也是高等教育學院的院士。
