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Biological Signal Analysis

Learn signal processing and classification for biological signals with MATLAB.

Ramaswamy Palaniappan
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Biological signal analysis1 encompasses several interdisciplinary topics that deal with analysing signals

generated by various physiological processes in the human body. These signals could be electrical,

chemical or acoustic in origin and an analysis of these signals are often useful in explaining and/or

identifying pathological conditions of the human body. However, these signals in their rawest form

do not provide much information and therefore, the motivation behind biological signal analysis is to

extract (i.e. to reveal) the relevant information. This analysis has become even more important with

modern healthcare striving to provide cost effective point-of care diagnosis and personalised treatment.

Furthermore, fast computing power in recent years has made much of the more complex analysis

Why Should You Read This Book?

• Build a complete workflow for biological signal analysis with MATLAB.

• Build a complete workflow for biological signal analysis with MATLAB.

• Learn filtering, spectral analysis, and feature extraction from core principles.

• Learn filtering, spectral analysis, and feature extraction from core principles.

• Understand supervised classification methods and how to validate results.

• Understand supervised classification methods and how to validate results.

• See how the techniques apply to ECG/EEG/PCG and other biosignals.

• See how the techniques apply to ECG/EEG/PCG and other biosignals.

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