Biomedical Signal Processing - A Modern Approach (Hardcover)

This book presents the theoretical basis and applications of biomedical signal analysis and processing. Initially, the nature of the most common biomedical signals, such as electroencephalography, electromyography, electrocardiography and others, is described. The theoretical basis of linear signal processing is summarized, with continuous and discrete representation, linear filters and convolutions, Fourier and Wavelets transforms. Machine learning concepts are also presented, from classic methods to deep neural networks. Finally, several applications in neuroscience are presented and discussed, involving diagnosis and therapy, in addition to other applications. Features: Explains signal processing of neuroscience applications using modern data science techniques. Provides comprehensible review on biomedical signals nature and acquisition aspects. Focusses on selected applications of neurosciences, cardiovascular, muscle related biomedical areas. Includes computational intelligence, machine learning and biomedical signal processing and analysis. Reviews theoretical basis of deep learning and state-of-the-art biomedical signal processing and analysis. This book is aimed at researchers, graduate students in biomedical signal processing, signal processing, electrical engineering, neuroscience, and computer science.

General

Imprint:	Taylor & Francis
Country of origin:	United Kingdom
Series:	Biomedical Signal and Image Processing
Release date:	September 2023
First published:	2023
Editors:	Ganesh Naik • Wellington Pinheiro dos Santos
Dimensions:	234 x 156mm (L x W)
Format:	Hardcover
Pages:	320
ISBN-13:	978-1-03-206191-7
Categories:	Books > Science & Mathematics > Biology, life sciences > General Books > Professional & Technical > Environmental engineering & technology > General Books > Medicine > Nursing & ancillary services > Biomedical engineering > General Books > Professional & Technical > Energy technology & engineering > Electrical engineering > Power generation & distribution Books > Professional & Technical > Electronics & communications engineering > Communications engineering / telecommunications > General Books > Computing & IT > Applications of computing > Image processing > General Promotions
LSN:	1-03-206191-X
Barcode:	9781032061917

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