Biomedical Signal Processing for Healthcare Applications (Hardcover)

This book examines the use of biomedical signal processing-EEG, EMG, and ECG-in analyzing and diagnosing various medical conditions, particularly diseases related to the heart and brain. In combination with machine learning tools and other optimization methods, the analysis of biomedical signals greatly benefits the healthcare sector by improving patient outcomes through early, reliable detection. The discussion of these modalities promotes better understanding, analysis, and application of biomedical signal processing for specific diseases. The major highlights of Biomedical Signal Processing for Healthcare Applications include biomedical signals, acquisition of signals, pre-processing and analysis, post-processing and classification of the signals, and application of analysis and classification for the diagnosis of brain- and heart-related diseases. Emphasis is given to brain and heart signals because incomplete interpretations are made by physicians of these aspects in several situations, and these partial interpretations lead to major complications. FEATURES Examines modeling and acquisition of biomedical signals of different disorders Discusses CAD-based analysis of diagnosis useful for healthcare Includes all important modalities of biomedical signals, such as EEG, EMG, MEG, ECG, and PCG Includes case studies and research directions, including novel approaches used in advanced healthcare systems This book can be used by a wide range of users, including students, research scholars, faculty, and practitioners in the field of biomedical engineering and medical image analysis and diagnosis.

General

Imprint:	Crc Press
Country of origin:	United Kingdom
Series:	Emerging Trends in Biomedical Technologies and Health informatics
Release date:	July 2021
First published:	2022
Editors:	Varun Bajaj • G. R. Sinha • Chinmay Chakraborty
Dimensions:	234 x 156 x 24mm (L x W x T)
Format:	Hardcover
Pages:	316
ISBN-13:	978-0-367-70587-9
Categories:	Books > Professional & Technical > Environmental engineering & technology > General Books > Medicine > Other branches of medicine > Medical imaging > General Books > Medicine > Nursing & ancillary services > Biomedical engineering > General Books > Professional & Technical > Energy technology & engineering > Electrical engineering > General Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General
LSN:	0-367-70587-7
Barcode:	9780367705879

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