Katarzyna J. Blinowska,Jarosław Zygierewicz
Practical Biomedical Signal Analysis Using MATLAB®
Practical Biomedical Signal Analysis Using MATLAB®
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Practical Biomedical Signal Analysis Using MATLAB ®, Second Edition is a comprehensive guide to biomedical signal processing, covering advanced techniques and practical applications. It provides a unified overview of the field, explains how to integrate signal processing methods in biomedical applications, and explores how to avoid misinterpretations and pitfalls. The book is supported with over 40 original MATLAB Live Scripts and is suitable for graduate students studying biomedical engineering and practicing researchers.
Format: Paperback / softback
Length: 354 pages
Publication date: 29 January 2024
Publisher: Taylor & Francis Ltd
This second edition of Practical Biomedical Signal Analysis Using MATLAB® is a comprehensive guide to the latest cutting-edge techniques in biomedical signal processing. It presents a coherent treatment of various signal processing methods and applications, while also offering practical guidance on selecting appropriate procedures for different types of data. The book begins by introducing signal analysis techniques, including the newest and most advanced methods, in an easy-to-understand manner, with illustrative Live Script demos. MATLAB® routines are listed when available, and freely available software is discussed when appropriate.
The book concludes by exploring the applications of these methods to a broad range of biomedical signals, highlighting common problems encountered in practice. Throughout the chapters, new sections have been added on multiple channel analysis, connectivity measures, phase-amplitude analysis, functional near-infrared spectroscopy, fMRI (BOLD) signals, wearable devices, multimodal signal analysis, and brain-computer interfaces.
By providing a unified overview of the field, this book explains how to integrate signal processing techniques in biomedical applications effectively and explores how to avoid misinterpretations and pitfalls. It helps readers choose the appropriate method and design their own methods. This book is an excellent resource for graduate students studying biomedical engineering and practicing researchers in the field of biomedical signal analysis.
Features:
Fully updated throughout with new achievements, technologies, and methods, supported with over 40 original MATLAB Live Scripts illustrating the discussed techniques, suitable for self-learning or as a supplement to college courses.
Weight: 680g
Dimension: 234 x 156 (mm)
ISBN-13: 9781032105529
Edition number: 2 ed
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