DocumentCode
1433671
Title
Spatiotemporal QRST cancellation techniques for analysis of atrial fibrillation
Author
Stridh, Martin ; Sörnmo, Leif
Author_Institution
Dept. of Appl. Electron., Lund Univ., Sweden
Volume
48
Issue
1
fYear
2001
Firstpage
105
Lastpage
111
Abstract
A new method for QRST cancellation is presented for the analysis of atrial fibrillation in the surface electrocardiogram (ECG). The method is based on a spatiotemporal signal model which accounts for dynamic changes in QRS morphology caused, e.g., by variations in the electrical axis of the heart. Using simulated atrial fibrillation signals added to normal ECGs, the results show that the spatiotemporal method performs considerably better than does straightforward average beat subtraction (ABS). In comparison to the ABS method, the average QRST-related error was reduced to 58 percent. The results obtained from ECGs with atrial fibrillation agreed very well with those from simulated fibrillation signals.
Keywords
electrocardiography; medical signal processing; QRS cancellation; QRS morphology dynamic changes; QRST-related error; atrial fibrillation analysis; average beat subtraction; electrodiagnostics; heart electrical axis variations; least squares estimation; simulated fibrillation signals; spatiotemporal QRST cancellation techniques; spatiotemporal signal model; Atrial fibrillation; Electrocardiography; Heart; Least squares approximation; Length measurement; Rhythm; Spatiotemporal phenomena; Surface morphology; Surface waves; Time measurement; Atrial Fibrillation; Humans; Models, Cardiovascular; Reference Values; Signal Processing, Computer-Assisted; Vectorcardiography;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/10.900266
Filename
900266
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