Internet of things based smart healthcare : intelligent and secure solutions applying machine learning techniques / Suparna Biswas, Chandreyee Chowdhury, Biswaranjan Acharya, Chuan-Ming Liu, editors.
Biswas, Suparna, editor.; Chowdhury, Chandreyee, editor.; Acharya, Biswaranjan, editor.; Liu, Chuan-Ming, editor.
2022
R859.7.I58
Available Online

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Title Internet of things based smart healthcare : intelligent and secure solutions applying machine learning techniques / Suparna Biswas, Chandreyee Chowdhury, Biswaranjan Acharya, Chuan-Ming Liu, editors.
ISBN 9789811914089 (electronic bk.)
9811914087 (electronic bk.)
9789811914072
9811914079
DOI https://doi.org/10.1007/978-981-19-1408-9
Published Singapore : Springer, 2022.
Language English
Description 1 online resource : illustrations (black and white, and color).
Item Number 10.1007/978-981-19-1408-9 doi
Call Number R859.7.I58
Dewey Decimal Classification 610.2854678
Summary This book provides both the developers and the users with an awareness of the challenges and opportunities of advancements in healthcare paradigm with the application and availability of advanced hardware, software, tools, technique or algorithm development stemming the Internet of Things. The book helps readers to bridge the gap in their three understanding of three major domains and their interconnections: Hardware tested and software APP development for data collection, intelligent protocols for analysis and knowledge extraction. Medical expertise to interpret extracted knowledge towards disease prediction or diagnosis and support. Security experts to ensure data correctness for precise advice. The book provides state-of-the-art overviews by active researchers, technically elaborating healthcare architectures/frameworks, protocols, algorithms, methodologies followed by experimental results and evaluation. Future direction and scope will be precisely documented for interested readers.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Added Author Biswas, Suparna, editor.
Chowdhury, Chandreyee, editor.
Acharya, Biswaranjan, editor.
Liu, Chuan-Ming, editor.
Series Smart computing and intelligence.
Available in Other Form Internet of things based smart healthcare.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
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Part 1 IoT based Smart Healthcare
Chapter 1 Introduction
Chapter 2 Architecture for Smart Healthcare: Cloud vs Edge
Chapter 3 Main Challenges and Concerns of Health IoT Data
Part 2 Context and Body Vitals Monitoring Systems
Chapter 4 Human Activity Recognition Systems Based on Sensor Data using Machine Learning
Chapter 5 Human Activity Recognition Systems Based on Audio-Video Data using Machine Learning and Deep learning
Chapter 6 Review of Body Vitals Monitoring Systems for Disease Prediction
Chapter 7 Review of Context Aware System Implementations
Part 3 Social Sensing Applications for Public Health
Chapter 8 Types of Social Sensing Data
Chapter 9 Social Data Analysis Techniques and Applications
Chapter 10 Challenges and Limitations of Social Data Analysis Approaches
Part 4 Reliability, Security and Privacy of Health Data
Chapter 11 Quality of Service vs Quality of Experience for Real-time Smart Healthcare
Chapter 12 Security and Privacy Issues of Health Data
Chapter 13 Review of Performance Metrics and Corrective Measures for Health Data Analysis.

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