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Automatic ECG Analysis for Preliminary and Detailed Diagnostics Based on Scale-space Representation

By Natalie Belous and Gleb Kobzar

Abstract

A novel approach of automatic ECG analysis based on scale-scale signal representation is proposed. The approach uses curvature scale-space representation to locate main ECG waveform limits and peaks and may be used to correct results of other ECG analysis techniques or independently. Moreover dynamic matching of ECG CSS representations provides robust preliminary recognition of ECG abnormalities which has been proven by experimental results

Topics: Electrocardiogram, ECG Analysis, Express-Diagnostics, Curvature Scale-Space, Dynamic Programming, Dynamic Time Wrapping, Pattern Recognition
Publisher: Institute of Information Theories and Applications FOI ITHEA
Year: 2008
OAI identifier: oai:sci-gems.math.bas.bg:10525/1153
Journal:

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