Interpretable cognitive internet of things for healthcare / Utku Kose, Deepak Gupta, Ashish Khanna, Joel J. P. C. Rodrigues, editors.
Kose, Utku, 1985-; Gupta, Deepak, Ph.D.; Khanna, Ashish (Of Guru Gobind Singh Indraprastha University); Rodrigues, Joel, 1972-
2023
R859.7.A78 .I58 2023
Available Online

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Title Interpretable cognitive internet of things for healthcare / Utku Kose, Deepak Gupta, Ashish Khanna, Joel J. P. C. Rodrigues, editors.
ISBN 9783031086373 (electronic bk.)
3031086376 (electronic bk.)
3031086368
9783031086366
DOI https://doi.org/10.1007/978-3-031-08637-3
Imprint Cham : Springer, 2023.
Language English
Description 1 online resource.
Other Standard Identifiers 10.1007/978-3-031-08637-3 doi
Call Number R859.7.A78 .I58 2023
Dewey Decimal Classification 610.28546
Summary This book presents research on how interpretable cognitive IoT can work to help with the massive amount of data in the healthcare industry. The authors give importance to IoT systems with intense machine learning features; this ensures the scope corresponds to use of cognitive IoT for understanding, reasoning, and learning from medical data. The authors discuss the interpretability of an intelligent system and its trustworthiness as a smart tool in the context of massive healthcare applications. As a whole, book combines three important topics: massive data, cognitive IoT, and interpretability. Topics include health data analytics for cognitive IoT, usability evaluation of cognitive IoT for healthcare, interpretable cognitive IoT for health robotics, and wearables in the context of IoT for healthcare. The book acts as a useful reference work for a wide audience including academicians, scientists, students, and professionals. Presents research and application of cognitive interpretable data for healthcare; Includes both positive outcomes and negative results of ongoing research into IoT and healthcare; Encourages readers to submit their data or open source software, to create a repository for ongoing study.
Note Includes index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed July 10, 2023).
Added Author Kose, Utku, 1985-
Gupta, Deepak, Ph.D.
Khanna, Ashish (Of Guru Gobind Singh Indraprastha University)
Rodrigues, Joel, 1972-
Series Internet of things.
Available in Other Form Print version: 9783031086366
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
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Introduction
Essentials of Cognitive IoT for Healthcare
Interpretability Problem in IoT for Healthcare
Transparent and Black-Box IoT Systems for Healthcare
Evaluation of Cognitive Capabilities of IoT in Healthcare
Massive Health Data Analytics for Cognitive IoT
Usability Evaluation of Cognitive IoT for Healthcare
Hybrid Methods for Interpretable IoT for Healthcare
Interpretable Cognitive IoT for Pandemics
Interpretable Cognitive IoT for Cancer
Interpretable Cognitive IoT for Sustainable Massive Health
Interpretable Cognitive IoT for Health Robotics
Interpretable Cognitive IoT for Personal Healthcare
Wearables in the Context of IoT for Massive Healthcare
Security for Massive Health Data Used by Cognitive IoT
Future Insights for Interpretable Cognitive IoT in Healthcare
Conclusion.

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