Machine Learning in Biomedical and Health Informatics: Current Applications and Challenges
暫譯: 生物醫學與健康資訊學中的機器學習：當前應用與挑戰
Sahana, Sudip Kumar, Mukherjee, Rajendrani, Choudhury, Panchali Datta
- 出版商: Apple Academic Press
- 出版日期: 2025-09-23
- 售價: $7,720
- 貴賓價: 9.5 折 $7,334
- 語言: 英文
- 頁數: 266
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1774919540
- ISBN-13: 9781774919545
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
Discusses ML in predictive health analytics, pandemic management, AI ethics, application and integration of IoT and ML for effective healthcare, and more. Covers a range of bioinformatics tools and methods and their relation to drug designing and screening using ML.
商品描述(中文翻譯)
討論機器學習（ML）在預測健康分析、疫情管理、人工智慧（AI）倫理、物聯網（IoT）與機器學習的應用與整合以促進有效的醫療保健等方面的應用。涵蓋一系列生物資訊學工具和方法，以及它們在使用機器學習進行藥物設計和篩選中的關係。
作者簡介
Sudip Kumar Sahana, PhD, is an Associate Professor of Computer Science and Engineering at the Birla Institute of Technology, Mesra, India. His research and teaching interests include soft computing, computational intelligence, distributed computing, and artificial intelligence. He has authored many articles, research papers, and books and is also an editorial board member and reviewer for several reputed journals. He is also the inventor of five patents in the field of artificial intelligence. He has carried out numerous R&D-sponsored projects of around 1.22 million USD.
Rajendrani Mukherjee, PhD, is an Associate Professor of Computer Systems & Information Technology at the Institute of Engineering and Management of the University of Engineering and Management, Kolkata, India. She was formerly affiliated with the Calcutta Institute of Engineering and Management and with multinational corporations such as IBM and Fuzzy Logix. She has published journal and conference research papers and book chapters and served as a conference session chair.
Panchali Datta Choudhury, PhD, is an Assistant Professor at the University of Engineering and Management, Kolkata, India, in the Department of Computer Science and Technology. She completed her PhD in Computer Science and Engineering at the National Institute of Technology, Durgapur, India. Her research interest includes optical networking and protection management in optical networks. She is a member of the Optical Society of America and IEEE.
Prasenjit Chatterjee, PhD, is Dean (Research and Consultancy) at the MCKV Institute of Engineering, West Bengal, India. He has published over 130 research papers in international journals and peer-reviewed conferences and has authored and edited more than 15 books on intelligent decision-making, supply chain management, optimization techniques, risk, and sustainability modeling. He has received numerous awards for his work. He is editor of several book series.
作者簡介(中文翻譯)
Sudip Kumar Sahana, PhD, 是印度梅斯拉比爾拉科技學院計算機科學與工程的副教授。他的研究和教學興趣包括軟計算、計算智能、分散式計算和人工智慧。他已發表多篇文章、研究論文和書籍，並且是多本知名期刊的編輯委員會成員及審稿人。他也是人工智慧領域五項專利的發明人，並執行了多個約122萬美元的研發贊助項目。
Rajendrani Mukherjee, PhD, 是印度加爾各答工程與管理大學計算機系統與資訊技術的副教授。她曾在加爾各答工程與管理學院任職，並曾在IBM和Fuzzy Logix等跨國公司工作。她已發表期刊和會議的研究論文及書籍章節，並擔任過會議的分會主席。
Panchali Datta Choudhury, PhD, 是印度加爾各答工程與管理大學計算機科學與技術系的助理教授。她在印度杜爾卡普爾國立技術學院獲得計算機科學與工程的博士學位。她的研究興趣包括光纖網路及光纖網路中的保護管理。她是美國光學學會和IEEE的成員。
Prasenjit Chatterjee, PhD, 是印度西孟加拉州MCKV工程學院的研究與顧問院長。他在國際期刊和同行評審會議上發表了超過130篇研究論文，並撰寫和編輯了15本以上關於智能決策、供應鏈管理、優化技術、風險和可持續性建模的書籍。他因其工作獲得了多項獎項，並擔任多個書籍系列的編輯。
