Green Computing and Predictive Analytics for Healthcare excavates the
rudimentary concepts of Green Computing, Big Data and the Internet of
Things along with the latest research development in the domain of
healthcare. It also covers various applications and case studies in
the field of computer science with state-of-the-art tools and
technologies. The rapid growth of the population is a challenging
issue in maintaining and monitoring various experiences of quality of
service in healthcare. The coherent usage of these limited resources
in connection with optimum energy consumption has been becoming more
important. The major healthcare nodes are gradually becoming Internet
of Things-enabled, and sensors, work data and the involvement of
networking are creating smart campuses and smart houses. The book
includes chapters on the Internet of Things and Big Data technologies.
Features: Biomedical data monitoring under the Internet of Things
Environment data sensing and analyzing Big data analytics and
clustering Machine learning techniques for sudden cardiac death
prediction Robust brain tissue segmentation Energy-efficient and green
Internet of Things for healthcare applications Blockchain technology
for the healthcare Internet of Things Advanced healthcare for domestic
medical tourism system Edge computing for data analytics This book on
Green Computing and Predictive Analytics for Healthcare aims to
promote and facilitate the exchange of research knowledge and findings
across different disciplines on the design and investigation of
healthcare data analytics. It can also be used as a textbook for a
master’s course in biomedical engineering. This book will also
present new methods for medical data evaluation and the diagnosis of
different diseases to improve quality-of-life in general and for
better integration of Internet of Things into society. Dr. Sourav
Banerjee is an Assistant Professor at the Department of Computer
Science and Engineering of Kalyani Government Engineering College,
Kalyani, West Bengal, India. His research interests include Big Data,
Cloud Computing, Distributed Computing and Mobile Communications. Dr.
Chinmay Chakraborty is an Assistant Professor at the Department of
Electronics and Communication Engineering, Birla Institute of
Technology, Mesra, India. His main research interests include the
Internet of Medical Things, WBAN, Wireless Networks, Telemedicine,
m-Health/e-Health and Medical Imaging. Dr. Kousik Dasgupta is an
Assistant Professor at the Department of Computer Science and
Engineering, Kalyani Government Engineering College, India. His
research interests include Computer Vision, AI/ML, Cloud Computing,
Big Data and Security.
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Produktdetaljer
ISBN
9781000224009
Publisert
2020
Utgave
1. utgave
Utgiver
Vendor
Chapman & Hall
Språk
Product language
Engelsk
Format
Product format
Digital bok