DocumentCode :
2365881
Title :
Comparison of time-frequency methods using spectral turbulence to identify late potentials in patients with ventricular conduction defects
Author :
Gong, C. ; Sih, H.J. ; Berbari, E.J.
Author_Institution :
Dept. of Electr. Eng., Indiana Univ., Indianapolis, IN, USA
fYear :
1998
fDate :
13-16 Sep 1998
Firstpage :
237
Lastpage :
240
Abstract :
The link between ventricular late potentials recorded in the signal-averaged electrocardiogram and sustained ventricular tachycardia (VT) has been well established. Patients with ventricular conduction defects are excluded in conventional time-domain analysis. This study aimed to detect the late potentials or abnormal intra-QRS potentials in patients with ventricular conduction defects using spectral turbulence analysis in the time-frequency domain. Patients with either (1) left bundle branch block, (2) right bundle branch block, and (3) intraventricular conduction defects were studied. The time-frequency representation was formed from the signal averaged XYZ leads using the short-time Fourier transform, the wavelet transform, and Choi-Williams distributions. Spectral turbulence analysis of these representations was comprised of four parameters, (1) interslice correlation mean, (2) interslice correlation standard deviation, (3) low-slice correlation ratio, and (4) spectral entropy. Separation of VT from non-VT patients was primarily observed in the X-lead using the short time FFT. Neither the wavelet transform nor the Choi-Williams distribution performed as well as the short time FFT
Keywords :
electrocardiography; fast Fourier transforms; medical signal processing; spectral analysis; time-frequency analysis; wavelet transforms; Choi-Williams distributions; electrodiagnostics; interslice correlation mean; interslice correlation standard deviation; intraventricular conduction defects; late potentials identification; left bundle branch block; low-slice correlation ratio; right bundle branch block; short time FFT; short-time Fourier transform; signal averaged XYZ leads; signal-averaged electrocardiogram; spectral entropy; spectral turbulence; spectral turbulence analysis; sustained ventricular tachycardia; time-frequency domain; ventricular conduction defects patients; Electrocardiography; Entropy; Fourier transforms; Signal processing; Signal resolution; Spectral analysis; Time domain analysis; Time frequency analysis; Wavelet analysis; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology 1998
Conference_Location :
Cleveland, OH
ISSN :
0276-6547
Print_ISBN :
0-7803-5200-9
Type :
conf
DOI :
10.1109/CIC.1998.731777
Filename :
731777
Link To Document :
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