購物比價找書網找車網
FindBook  
 有 1 項符合

Federated Deep Learning for Healthcare: A Practical Guide with Challenges and Opportunities

的圖書
Federated Deep Learning for Healthcare: A Practical Guide with Challenges and Opportunities Federated Deep Learning for Healthcare: A Practical Guide with Challenges and Opportunities

出版社:CRC Press
出版日期:2024-10-02
語言:英文   規格:精裝 / 312頁 / 普通級/ 初版
圖書選購
型式價格供應商所屬目錄
 
$ 8400
博客來 博客來
電腦與週邊硬體
圖書介紹 - 資料來源:博客來   評分:
圖書名稱:Federated Deep Learning for Healthcare: A Practical Guide with Challenges and Opportunities

內容簡介

This book provides a practical guide to federated deep learning for healthcare including fundamental concepts, framework, and the applications comprising domain adaptation, model distillation, and transfer learning. It covers concerns in model fairness, data bias, regulatory compliance, and ethical dilemmas. It investigates several privacy-preserving methods such as homomorphic encryption, secure multi-party computation, and differential privacy. It will enable readers to build and implement federated learning systems that safeguard private medical information.

Features:

  • Offers a thorough introduction of federated deep learning methods designed exclusively for medical applications.
  • Investigates privacy-preserving methods with emphasis on data security and privacy.
  • Discusses healthcare scaling and resource efficiency considerations.
  • Examines methods for sharing information among various healthcare organizations while retaining model performance.

This book is aimed at graduate students and researchers in federated learning, data science, AI/machine learning, and healthcare.

 

作者簡介

Amandeep Kaur currently holds the position of a Professor at the Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab. Her primary research areas encompass medical informatics, machine learning, IoT (Internet of Things), artificial intelligence, and cloud computing.

Chetna Kaushal is working as an Assistant Professor in Chitkara University, Punjab. She is PhD in CSE from Chitkara University, Punjab, M.Tech in CSE from DAV University, Punjab and B.Tech in IT from Punjab Technical University. Her areas of expertise are Machine learning, Soft Computing, Pattern Recognition, Image processing, and Artificial Intelligence.

Md. Mehedi Hassan is a dedicated young researcher, holding a B.Sc. Engineering degree in computer science and engineering from 2022 and currently pursuing his M.Sc. Engineering degree at Khulna University, Bangladesh. Mehedi’s research interests encompass a broad spectrum, ranging from human brain imaging, neuroscience, machine learning, and artificial intelligence to software engineering.

Si Thu Aung received the B.E. degree from Technological University, Myanmar, in 2014, the Master of Engineering in Electronics from Mandalay Technological University, Myanmar, in 2017, and the Ph.D. in Biomedical Engineering from the Faculty of Engineering, Mahidol University, Thailand, in 2021. His current research interests include biomedical signal processing, digital image processing, machine learning, and deep learning.

 

詳細資料

  • ISBN:9781032689555
  • 規格:精裝 / 312頁 / 普通級 / 初版
  • 出版地:美國
贊助商廣告
 
金石堂 - 今日66折
占星全書(三冊):《行運占星全書》、《月亮推運占星全書》、《月之南北交全書》
作者:愛波.艾略特.肯特
出版社:橡實
出版日期:2020-08-03
66折: $ 964 
金石堂 - 今日66折
愛上鑄鐵鍋:活用中小型STAUB鍋,在家烹調更輕鬆,79道蒸煮、油炸、煙燻、甜點料理天天上桌
作者:今泉久美
出版社:積木文化
出版日期:2022-10-27
66折: $ 251 
金石堂 - 今日66折
職人的思考法則套書(三冊:《工程師的思考法則》、《法律人的思考法則》、《廣告人的行銷法則》
作者:約翰.庫本納斯
出版社:原點
出版日期:2021-08-02
66折: $ 693 
金石堂 - 今日66折
國家地理精工系列:經典古董車
作者:瑟巴斯提亞諾.薩爾威提
出版社:大石國際文化
出版日期:2018-11-08
66折: $ 792 
 
Taaze 讀冊生活 - 暢銷排行榜
最強JUMP 1月號/2025─附遊戲王RD卡片&七龍珠卡片組&忍者亂太郎貼紙組&我的英雄學院卡片2枚組
出版社:慕客館文化事業有限公司
出版日期:2024-12-04
$ 259 
博客來 - 暢銷排行榜
蔡康永的情商課2:因為這是你的人生
作者:蔡康永
出版社:如何
出版日期:2019-10-17
$ 276 
博客來 - 暢銷排行榜
隱性潛能:華頓商學院最具影響力教授,突破天賦極限的實證科學【博客來獨家版.附人生領航指南書】
作者:亞當.格蘭特
出版社:平安文化
出版日期:2024-07-29
$ 379 
博客來 - 暢銷排行榜
素食者【亞洲首部榮獲國際曼布克獎作品】
作者:韓江 (한강)
出版社:漫遊者文化
出版日期:2023-05-08
$ 300 
 
博客來 - 新書排行榜
山茶花情書【首刷限量為你而寫信紙組】
作者:小川糸
出版社:圓神
出版日期:2024-11-01
$ 347 
Taaze 讀冊生活 - 新書排行榜
昆蟲探長鄭布爾1:虎頭蜂畢畢失蹤事件+殭屍襲擊事件
作者:鄭布爾、韓巴理
出版社:商周出版
出版日期:2024-10-31
$ 270 
金石堂 - 新書排行榜
世界上最透明的故事(日本出版界話題作,只有紙本書可以體驗的感動)
作者:杉井光
出版社:皇冠文化出版有限公司
出版日期:2024-09-30
$ 284 
博客來 - 新書排行榜
職場不是自助餐,哪能只挑你要的?「葳老闆」周品均的30道職場辣雞湯(博客來獨家高效便條紙版)
作者:周品均
出版社:商周出版
出版日期:2024-11-07
$ 355 
 

©2024 FindBook.com.tw -  購物比價  找書網  找車網  服務條款  隱私權政策