Internet of Things Based Smart Healthcare
Intelligent and Secure Solutions Applying Machine Learning Techniques
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Beschreibung
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.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.Equips readers with knowledge to implement machine learning and deep learning for health concerns Stresses upon end-to-end system development for data acquiring processing, alert or advice generation and rendering Explores solutions to ensure security and privacy of health data while being stored, being transmitted or being accessed
Autor*in
Suparna Biswas
Themen in »Internet of Things Based Smart Healthcare«
Smart Bio-Physical Sensors Internet of Things Health Monitoring Disease Prediction Health Vitals Posture Deep Learning Security Attack Threat Model