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Pervasive Healthcare = A Compendium of Critical Factors for Success /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Pervasive Healthcare/ edited by Mohammad Shahid Husain, Muhamad Hariz Bin Muhamad Adnan, Mohammad Zunnun Khan, Saurabh Shukla, Fahad U Khan.
其他題名:
A Compendium of Critical Factors for Success /
其他作者:
Khan, Fahad U.
面頁冊數:
XX, 379 p. 93 illus., 67 illus. in color.online resource. :
Contained By:
Springer Nature eBook
標題:
Computer and Information Systems Applications. -
電子資源:
https://doi.org/10.1007/978-3-030-77746-3
ISBN:
9783030777463
Pervasive Healthcare = A Compendium of Critical Factors for Success /
Pervasive Healthcare
A Compendium of Critical Factors for Success /[electronic resource] :edited by Mohammad Shahid Husain, Muhamad Hariz Bin Muhamad Adnan, Mohammad Zunnun Khan, Saurabh Shukla, Fahad U Khan. - 1st ed. 2022. - XX, 379 p. 93 illus., 67 illus. in color.online resource. - EAI/Springer Innovations in Communication and Computing,2522-8609. - EAI/Springer Innovations in Communication and Computing,.
Introduction -- Hybrid Machine Learning Techniques for Reliability and Security of Healthcare IoT Data -- Cryptographic Operations and Approaches for Privacy of IoT Data in healthcare -- Standards and Approaches for use of Blockchain Technology in Pervasive Healthcare -- Prediction of REM sleep behaviour disorder using EEG signal applied EMG 1 EMG 2 channel -- Healthcare Assisted by Fog Computing for Secure Data Transmission in Healthcare IoTs -- Experimental approaches for prediction of breast cancer diseases using clustering concepts -- Incident reporting system for Pervasive Healthcare -- Blockchain Application for Healthcare record management -- Applying Machine Learning Approach for Disease prediction -- Mobile system for remote patient monitoring -- Securing Pervasive Healthcare system -- Remote Patient Monitoring: Benefits, Applications and Issues -- Self-reporting in Pervasive Healthcare -- Role of Big Data Analytics in Pervasive Healthcare -- ML Techniques for remote patient activity monitoring -- Trust Management in Pervasive Healthcare -- Disease Detection using Android App -- Application of computer assisted machine learning based techniques in detecting neurological disorders -- Conclusion.
This book provides in depth knowledge about critical factors involved in the success of pervasive healthcare. The book first presents critical components and importance of pervasive healthcare. The authors then give insight into the pervasive healthcare information systems and key consideration related to remote patient monitoring and safety. The book provides in-depth discussion about the security issues and protocols for pervasive healthcare. This book explores concepts and techniques behind the successive pervasive healthcare systems by providing in-depth knowledge about patient empowerment, remote patient monitoring, network establishment and protocols for effective pervasive healthcare. The book also provides case studies in the field. It is an ideal resource for researchers, students and healthcare organizations to get insight about the state of the art in pervasive healthcare systems. Provides current research, developments, and applications in pervasive healthcare; Includes technologies such as machine learning, cryptography, fog computing, and big data in the advancement of e-healthcare; Pertinent for researchers, students, practitioners and healthcare decision makers.
ISBN: 9783030777463
Standard No.: 10.1007/978-3-030-77746-3doiSubjects--Topical Terms:
1365732
Computer and Information Systems Applications.
LC Class. No.: TK5101-5105.9
Dewey Class. No.: 621.382
Pervasive Healthcare = A Compendium of Critical Factors for Success /
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Introduction -- Hybrid Machine Learning Techniques for Reliability and Security of Healthcare IoT Data -- Cryptographic Operations and Approaches for Privacy of IoT Data in healthcare -- Standards and Approaches for use of Blockchain Technology in Pervasive Healthcare -- Prediction of REM sleep behaviour disorder using EEG signal applied EMG 1 EMG 2 channel -- Healthcare Assisted by Fog Computing for Secure Data Transmission in Healthcare IoTs -- Experimental approaches for prediction of breast cancer diseases using clustering concepts -- Incident reporting system for Pervasive Healthcare -- Blockchain Application for Healthcare record management -- Applying Machine Learning Approach for Disease prediction -- Mobile system for remote patient monitoring -- Securing Pervasive Healthcare system -- Remote Patient Monitoring: Benefits, Applications and Issues -- Self-reporting in Pervasive Healthcare -- Role of Big Data Analytics in Pervasive Healthcare -- ML Techniques for remote patient activity monitoring -- Trust Management in Pervasive Healthcare -- Disease Detection using Android App -- Application of computer assisted machine learning based techniques in detecting neurological disorders -- Conclusion.
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