Biomedical Signal Processing: A Modern Approach (Biomedical Signal and Image Processing)

Synopsis

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 and 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.

Copyright:

2023

Book Details

Book Quality:

Publisher Quality

Book Size:

284 Pages

ISBN-13:

9781000906486

Related ISBNs:

9781032061917, 9781032061924, 9781003201137

Publisher:

CRC Press

Date of Addition:

09/27/23

Copyrighted By:

selection and editorial matter, Ganesh R. Naik and Wellington Pinheiro dos Santos

Adult content:

No

Language:

English

Has Image Descriptions:

No

Categories:

Nonfiction, Science, Technology, Medicine

Submitted By:

Bookshare Staff

Usage Restrictions:

This is a copyrighted book.

Edited by:

Ganesh R. Naik

Edited by:

Wellington Pinheiro Santos