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Advanced methods in biomedical signal processing and analysis /

Advanced Methods in Biomedical Signal Processing and Analysis 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...

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Bibliographic Details
Corporate Author: ScienceDirect (Online service)
Other Authors: Pal, Kunal (Editor), Ari, Samit (Editor), Bit, Arindam, 1985- (Editor), Bhattacharyya, Saugat (Editor)
Format: eBook
Language:English
Published: London, United Kingdom ; San Diego, CA, United States ; Cambridge, MA, United States ; Kidlington, Oxford, United Kingdom : Academic Press, an imprint of Elsevier, [2023]
Subjects:
Medical technology.
Signal processing.
Medical Laboratory Science
Technologie médicale.
Traitement du signal.
Medical technology
Signal processing
Electronic books.
Online Access:Connect to the full text of this electronic book
Description
Summary:Advanced Methods in Biomedical Signal Processing and Analysis 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.
Physical Description:1 online resource : illustrations
Bibliography:Includes bibliographical references and index.
ISBN:9780323859547
0323859542