Machine Learning, Deep Learning, Big Data, and Internet of Things for Healthcare
暫譯: 醫療領域的機器學習、深度學習、大數據與物聯網
Patel, Govind Singh, Nayak, Seema, Chaudhary, Sunil Kumar
- 出版商: CRC
- 出版日期: 2022-08-25
- 售價: $5,870
- 貴賓價: 9.5 折 $5,577
- 語言: 英文
- 頁數: 172
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032130822
- ISBN-13: 9781032130828
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相關分類:
大數據 Big-data、Machine Learning、DeepLearning、物聯網 IoT
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book reviews that narrate the development of current technologies under the theme of the emerging concept of healthcare, specifically in terms of what makes healthcare more efficient and effective with the help of high-precision algorithms. The mechanism that drives it is machine learning, deep learning, big data, and Internet of Things (IoT)--the scientific field that gives machines the ability to learn without being strictly programmed. It has emerged together with big data technologies and high-performance computing to create new opportunities to unravel, quantify, and understand data-intensive processes in healthcare operational environments.
This book offers comprehensive coverage of the most essential topics, including:
- Introduction to e-monitoring for healthcare
- Case studies based on big data and healthcare
- Intelligent learning analytics in healthcare sectors using machine learning and IoT
- Identifying diseases and diagnosis using machine learning and IoT
- Deep learning architecture and framework for healthcare using IoT
- Knowledge discovery from big data of healthcare-related processing
- Big data and IoT in healthcare
- Role of IoT in sustainable healthcare
- A heterogeneous IoT-based application for remote monitoring of physiological and environmental parameters
商品描述(中文翻譯)
這本書回顧了在新興醫療概念主題下當前技術的發展，特別是在高精度演算法的幫助下，如何使醫療更有效率和更有效。驅動這一機制的是機器學習、深度學習、大數據和物聯網（IoT）——這一科學領域賦予機器在不被嚴格編程的情況下學習的能力。它與大數據技術和高效能計算一起出現，創造了新的機會來解開、量化和理解醫療運營環境中的數據密集型過程。
這本書全面涵蓋了最重要的主題，包括：
- 醫療電子監控介紹
- 基於大數據和醫療的案例研究
- 在醫療領域中使用機器學習和物聯網的智能學習分析
- 使用機器學習和物聯網識別疾病和診斷
- 使用物聯網的醫療深度學習架構和框架
- 從醫療相關處理的大數據中發現知識
- 醫療中的大數據和物聯網
- 物聯網在可持續醫療中的角色
- 一個基於異構物聯網的應用，用於遠程監控生理和環境參數
作者簡介
Dr. Govind Singh Patel has done PhD in Electronics and Communication Engineering from Thapar University, Patiala, India. He is working as a Professor in Electronics and Telecommunication Engineering, SITCOE, Kolhapur, MH, India. He has published more than 77 papers in National and International Journals. He is a reviewer of many international journals like Springer, JCTN etc.
Prof. (Dr.) Seema Nayak is presently working as Professor and Head of department of Electronics & Communication Engineering at IIMT College of engineering, Greater Noida. Dr. Seema Nayak did her Bachelors in Electronics & Communication Engineering from Maharastra and PhD MRIU, Faridabad. Her research area is Digital signal processing. She has many publications in referred journals and international confereces. She has filed two patents. She is also Editor and Reviewer of many journals. She has 23 years of academic experience. She received grants for conferences, FDP from AICTE, AKTU, ISTE. She is member of IEI, IAENG Society. She has published research paper in many reputed journals.
Dr.Sunil Kumar Chaudhary graduated (B.E) from Nagpur University in 1996 in Electronics, completed his post graduated (M.E.) in Electrical Engineering, (Power Electronics, Electric Machines and Electric Drives) from M.D. University, Haryana in the year 2006 and completed Ph.D. in Electrical Engineering, from Jamia Millia Islamia, New Delhi in 2014. Presently working as Professor in Electrical Engineering Department, Galgotia College of Engineering (GCET), Greater Noida. His employment experience includes Lingaya Institute of Management and Technology (LIMAT) Faridabad, Haryana, Manav Rachna College of Engineering (MRCE), Faridabad, Haryana, Greater Noida Institute of Technology (GNIOT), Greater Noida, U.P., Gautam Budha University (GBU), Greater Noida.
作者簡介(中文翻譯)
Govind Singh Patel 博士於印度帕提亞拉的 Thapar 大學獲得電子與通信工程博士學位。他目前在印度科爾哈普爾的 SITCOE 擔任電子與電信工程教授。他在國內外期刊上發表了超過 77 篇論文，並且是多本國際期刊的審稿人，如 Springer、JCTN 等等。
Seema Nayak 教授（博士）目前擔任大諾伊達 IIMT 工程學院電子與通信工程系的教授及系主任。Seema Nayak 博士在馬哈拉施特拉州獲得電子與通信工程學士學位，並在法里達巴德的 MRIU 獲得博士學位。她的研究領域為數位信號處理，並在多個學術期刊和國際會議上發表了許多論文，還申請了兩項專利。她也是多本期刊的編輯和審稿人，擁有 23 年的學術經驗。她曾獲得 AICTE、AKTU、ISTE 的會議和 FDP 資助，並且是 IEI 和 IAENG 社會的成員。她在多個知名期刊上發表了研究論文。
Sunil Kumar Chaudhary 博士於 1996 年在納格浦大學獲得電子工程學士學位，並於 2006 年在哈里亞納的 M.D. 大學完成電氣工程（電力電子、電機和電驅動）的碩士學位，於 2014 年在新德里的 Jamia Millia Islamia 獲得電氣工程博士學位。目前，他在大諾伊達的 Galgotia 工程學院（GCET）擔任電氣工程系教授。他的工作經驗包括在哈里亞納的 Lingaya 管理與技術學院（LIMAT）、法里達巴德的 Manav Rachna 工程學院（MRCE）、大諾伊達技術學院（GNIOT）以及大諾伊達的 Gautam Budha 大學（GBU）等機構工作。
