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