Machine Learning and the Internet of Medical Things in Healthcare Paperback – 3 May 2021
by:Krishna Kant Singh，Mohamed Elhoseny，Akansha Singh，Ahmed A. Elngar
Publisher Finelybook 出版社：Academic Press (3 May 2021)
pages 页数：290 pages
Machine Learning and the Internet of Medical Things in Healthcare discusses the applications and challenges of machine learning for healthcare applications. The book provides a platform for presenting machine learning-enabled healthcare techniques and offers a mathematical and conceptual background of the latest technology. It describes machine learning techniques along with the emerging platform of the Internet of Medical Things used by:practitioners and researchers worldwide.
The book includes deep feed forward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology. It also presents the concepts of the Internet of Things, the set of technologies that develops traditional devices into smart devices. Finally, the book offers research perspectives, covering the convergence of machine learning and IoT. It also presents the application of these technologies in the development of healthcare frameworks.