Deep Learning and Iot in Healthcare Systems: Paradigms and Applications
暫譯: 醫療系統中的深度學習與物聯網：範式與應用

Kant Singh, Krishna, Singh, Akansha, Lin, Jenn-Wei

Deep Learning and Iot in Healthcare Systems: Paradigms and Applications
  • 出版商: Apple Academic Press
  • 出版日期: 2021-12-16
  • 售價: $6,450
  • 貴賓價: 9.5 折 $6,128
  • 語言: 英文
  • 頁數: 332
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1771889322
  • ISBN-13: 9781771889322
  • 相關分類: DeepLearning、物聯網 IoT

    • 海外代購書籍(需單獨結帳)

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商品描述

This new volume discusses the applications and challenges of deep learning and the internet of things for applications in healthcare. It describes deep learning techniques in conjunction with IoT used by practitioners and researchers worldwide.
The authors explore the convergence of IoT and deep learning to enable things to communicate, share information, and coordinate decisions. The book includes deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology. Chapters look at assistive devices in healthcare, alerting and detection devices, energy efficiency in using IoT, data mining for gathering health information for individuals with autism, IoT for mobile applications, and more. The text also offers mathematical and conceptual background that presents the latest technology as well as a selection of case studies.

商品描述(中文翻譯)

這本新書探討了深度學習和物聯網在醫療應用中的應用與挑戰。它描述了全球實踐者和研究人員所使用的深度學習技術與物聯網的結合。作者探討了物聯網與深度學習的融合，以使物品能夠進行通信、共享信息和協調決策。書中包括了深度前饋網絡、正則化、優化算法、卷積網絡、序列建模和實用方法論。各章節探討了醫療中的輔助設備、警報和檢測設備、使用物聯網的能源效率、為自閉症個體收集健康信息的數據挖掘、物聯網在移動應用中的應用等。文本還提供了數學和概念背景，介紹了最新技術以及一系列案例研究。

作者簡介

Krishna Kant Singh, PhD, is Professor in Computer Science and Engineering, Faculty of Engineering and Technology, Jain (Deemed-to-be University), Bengaluru, India. He has wide teaching and research experience. He has authored more than 50 research papers in Scopus- and SCIE-indexed journals as well as 25 technical books. He is also Associate Editor of the Journal of Intelligent & Fuzzy Systems and IEEE ACCESS and a guest editor of Open Computer Science. He is also a member of the editorial board for Applied Computing & Geoscience.
Akansha Singh, PhD, is Associate Professor in the Department of Computer Science and Engineering, ASET, Amity University, Noida, India. She has to her credit more than 40 research papers, 20 books, and numerous conference papers. She has been the editor for books on emerging topics and has served as a reviewer and technical committee member for multiple conferences and journals. She is also the Associate Editor for IEEE Access. Dr. Singh has also undertaken a government-funded project as a principal investigator. Her research areas include image processing, remote sensing, IoT, and machine learning.
Jenn-Wei Lin, PhD, is Professor with the Department of Computer Science and Information Engineering, Fu Jen Catholic University, Taiwan. Prior to that, he was a researcher with Chunghwa Telecom Co., Ltd., Taoyuan, Taiwan, from 1993 to 2001. His current research interests include cloud computing, mobile computing and networks, distributed systems, and fault-tolerant computing.
Ahmed A. Elngar, PhD, is the Founder and Head of Scientific Innovation Research Group and Assistant Professor in the Faculty of Computers and Artificial Intelligence, Beni-Suef University, Beni-Suef, Egypt, where he is also Director of the Technological and Informatics Studies Center. Dr. Elngar has published more than 25 scientific research papers and several books. He participates in many professional activities such as organizing workshops hosted by universities throughout Egypt.

作者簡介(中文翻譯)

克里希納·坎特·辛格 (Krishna Kant Singh) 博士，是印度班加羅爾賈因（被認定為大學）工程與技術學院計算機科學與工程系的教授。他擁有豐富的教學和研究經驗，已在 Scopus 和 SCIE 索引的期刊上發表了超過 50 篇研究論文，以及 25 本技術書籍。他也是《智能與模糊系統期刊》（Journal of Intelligent & Fuzzy Systems）和《IEEE ACCESS》的副編輯，並擔任《開放計算機科學》（Open Computer Science）的客座編輯。他還是《應用計算與地球科學》（Applied Computing & Geoscience）的編輯委員會成員。
阿坎莎·辛格 (Akansha Singh) 博士，是印度諾伊達阿米提大學（Amity University）計算機科學與工程系的副教授。她擁有超過 40 篇研究論文、20 本書籍以及多篇會議論文。她曾擔任新興主題書籍的編輯，並為多個會議和期刊擔任審稿人及技術委員會成員。她也是《IEEE Access》的副編輯。辛格博士還擔任過一個政府資助項目的首席研究員。她的研究領域包括影像處理、遙感、物聯網 (IoT) 和機器學習。
林建偉 (Jenn-Wei Lin) 博士，是台灣輔仁大學計算機科學與資訊工程系的教授。在此之前，他於 1993 年至 2001 年在台灣桃園的中華電信公司擔任研究員。他目前的研究興趣包括雲計算、移動計算與網絡、分散式系統以及容錯計算。
艾哈邁德·艾爾納爾 (Ahmed A. Elngar) 博士，是埃及貝尼蘇非大學計算機與人工智慧學院的創始人及科學創新研究小組負責人，並擔任助理教授，同時也是技術與資訊研究中心的主任。艾爾納爾博士已發表超過 25 篇科學研究論文和幾本書籍。他參與許多專業活動，例如組織全埃及大學主辦的工作坊。

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