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Advanced Methods in Biomedical Signal Processing and Analysis
ISBN: 9780323859554
Published: 2022
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9.25×7.5
Published: 2022
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9.25×7.5
Description
<i>Advanced Methods in Biomedical Signal Processing and Analysis</i> presents state-of-the-art methods in biosignal processing, including recurrence quantification analysis, heart rate variability, analysis of the RRI time-series signals, joint time-frequency analyses, wavelet transforms and wavelet packet decomposition, empirical mode decomposition, modeling of biosignals, Gabor Transform, empirical mode decomposition. The book also gives an understanding of feature extraction, feature ranking, and feature selection methods, while also demonstrating how to apply artificial intelligence and machine learning to biosignal techniques.
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