Inteet of Things-Based Machine Leaing in Healthcare:Technology and Applications

by: Prasenjit Dey (Editor),Sudip Kumar Adhikari(Editor),Sourav De(Editor),Indrajit Kar(Editor)&1more

Publisher: Chapman and Hall/CRC
Edition:1st

Publication Date: 10 Jun. 2024

Language: English

Print Length: 226 pages

ISBN-10: 1032487372

ISBN-13: 9781032487373

Book Description

The Inteet of Medical Things (IoMT) is a system that collects data from patients with the help of different sensory inputs, e.g., an accelerometer, electrocardiography, and electroencephalography. This text presents both theoretical and practical concepts related to the application of machine leaing and Inteet of Things (IoT) algorithms in analyzing data generated through healthcare systems.Illustrates the latest technologies in the healthcare domain and the Inteet of Things infrastructure for storing smart electronic health recordsFocuses on the importance of machine leaing algorithms and the significance of Inteet of Things infrastructure for healthcare systemsShowcases the application of fog computing architecture and edge computing in novel aspects of mode healthcare servicesDiscusses unsupervised genetic algorithm-based automatic heart disease predictionCovers Inteet of Things–based hardware mechanisms and machine leaing algorithms to predict the stress level of patientsThe text is primarily written for graduate students and academic researchers in the fields of computer science and engineering, biomedical engineering, electrical engineering, and information technology.

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