Assessment of information redundancy in ECG signals

Date
1997-09
Advisor
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Source Title
Computers in Cardiology 1997
Print ISSN
Electronic ISSN
Publisher
IEEE
Volume
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Pages
725 - 728
Language
English
Type
Conference Paper
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Abstract

In this paper, the morphological information redundancy in standard 12 lead ECG channels is studied. Study is based on decomposing the ECG channels into orthogonal channels by an SVD based algorithm and then reconstructing them. Then 7 of 8 independently recorded ECG channels are decomposed and the missing channel is reconstructed from these orthogonal channels. Thus the unique morphological information content of each ECG channel is assessed through the loss of clinical information in the reconstructed signal. A comparison of the clinical parameters measured from the reconstructed and original ECG is reported.

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Book Title
Keywords
Algorithms, Image reconstruction, Redundancy, Signal processing, Singular value decomposition (SVD), Electrocardiography
Citation
Published Version (Please cite this version)