DocumentCode :
833568
Title :
An Algorithm for Robust and Efficient Location of T-Wave Ends in Electrocardiograms
Author :
Qinghua Zhang ; Manriquez, A.I. ; Medigue, C. ; Papelier, Y. ; Sorine, M.
Author_Institution :
IRISA, Rennes
Volume :
53
Issue :
12
fYear :
2006
Firstpage :
2544
Lastpage :
2552
Abstract :
The purpose of this paper is to propose a new algorithm for T-wave end location in electrocardiograms, mainly through the computation of an indicator related to the area covered by the T-wave curve. Based on simple assumptions, essentially on the concavity of the T-wave form, it is formally proved that the maximum of the computed indicator inside each cardiac cycle coincides with the T-wave end. Moreover, the algorithm is robust to acquisition noise, to wave form morphological variations and to baseline wander. It is also computationally very simple: the main computation can be implemented as a simple finite impulse response filter. When evaluated with the PhysioNet QT database in terms of the mean and the standard deviation of the T-wave end location errors, the proposed algorithm outperforms the other algorithms evaluated with the same database, according to the most recent available publications up to our knowledge
Keywords :
FIR filters; electrocardiography; medical signal processing; noise; PhysioNet QT database; T-wave end location; acquisition noise; baseline wander; cardiac cycle; electrocardiograms; finite impulse response filter; wave form morphological variations; Application software; Computer errors; Databases; Electrocardiography; Finite impulse response filter; Heart rate interval; Noise robustness; Signal processing; Signal processing algorithms; Standards publication; Electrocardiogram (ECG); T-wave end location; signal processing; Algorithms; Arrhythmias, Cardiac; Artificial Intelligence; Diagnosis, Computer-Assisted; Electrocardiography; Heart Rate; Humans; Pattern Recognition, Automated; Reproducibility of Results; Sensitivity and Specificity;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2006.884644
Filename :
4015620
Link To Document :
بازگشت