DocumentCode :
835379
Title :
Detection and feature extraction of atrial tachyarrhythmias
Author :
Stridh, M. ; Bollman, A. ; Olsson, S.B. ; Sornmo, Leif
Author_Institution :
Dept. of Electrosci., Lund Univ.
Volume :
25
Issue :
6
fYear :
2006
Firstpage :
31
Lastpage :
39
Abstract :
Analysis of atrial tachyarrhythmias requires that an atrial signal has first been extracted from the electrocardiogram (ECG), resulting in the so-called residual ECG. This article introduces a novel method for atrial rhythm analysis that condenses different signal parameters into three rhythm features, reflecting signal structure, frequency regularity, and waveform type. A three-stage method for atrial signal analysis is introduced and comprises atrial signal extraction, atrial signal characterization, and atrial rhythm feature analysis. The present study is example based and illustrates the potential of the method. A quantitative evaluation of the performance of the method will be done in a future study
Keywords :
electrocardiography; feature extraction; medical signal detection; medical signal processing; ECG; atrial rhythm analysis; atrial rhythm feature analysis; atrial signal characterization; atrial signal extraction; atrial tachyarrhythmias; electrocardiogram; feature extraction; frequency regularity; signal detection; signal structure; waveform type; Atrial fibrillation; Electrocardiography; Feature extraction; Independent component analysis; Monitoring; Performance analysis; Rhythm; Signal analysis; Spatiotemporal phenomena; Time frequency analysis;
fLanguage :
English
Journal_Title :
Engineering in Medicine and Biology Magazine, IEEE
Publisher :
ieee
ISSN :
0739-5175
Type :
jour
DOI :
10.1109/EMB-M.2006.250506
Filename :
4015953
Link To Document :
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