DocumentCode :
1661525
Title :
A hybrid wavelet and time plane based method for QT interval measurement in ECG signals
Author :
Majumder, Swanirbhar ; Dhar, Sidhartha ; Sinha, Abhijit ; Roy, Abhijit
Author_Institution :
Dept of ECE, NERIST, Nirjuli
fYear :
2008
Firstpage :
2120
Lastpage :
2123
Abstract :
Here we present a method of QT interval measurement for Physionetpsilas online QT Challenge ECG database using the wavelets Daubechies 6 and 8 and Symlet 6 and time plane features. Doing so we found that out of these three wavelets Daubechies 6 gives the best output and when averaged with the interval of time plane feature extraction method it gives least percentage of error with respect to the median reference QT interval as specified by Physionet. Our modified time plane feature extraction scheme along with the wavelet method together produces best results for automated QT wave measurement as its regular verification is important for analyzing cardiac health. This is because delay in cardiac repolarization causes ventricular tachyarrhythmias as well as Torsade de pointes (TdP). A feature of TdP is pronounced prolongation of the QT interval in the supraventricular beat preceding the arrhythmia. TdP can degenerate into ventricular fibrillation, leading to sudden death.
Keywords :
diseases; electrocardiography; feature extraction; medical signal processing; wavelet transforms; Daubechies 6; ECG signals; Physionet; QT interval measurement; QT wave measurement; Torsade de pointes; cardiac health; cardiac repolarization; hybrid wavelet method; median reference QT interval; online QT Challenge ECG database; supraventricular beat; time plane based method; time plane feature extraction method; ventricular fibrillation; ventricular tachyarrhythmias; Drugs; Electrocardiography; Feature extraction; Frequency; Heart rate interval; Injuries; Spatial databases; Time measurement; Voltage; Wavelet analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, 2008. ICSP 2008. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2178-7
Electronic_ISBN :
978-1-4244-2179-4
Type :
conf
DOI :
10.1109/ICOSP.2008.4697564
Filename :
4697564
Link To Document :
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