• 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