Title :
Wavelet analysis of spatial dispersion of P-wave morphology in patients converted from atrial fibrillation
Author :
Couderc, JP ; Fischer, S. ; Costello, A. ; Daubert, JP ; Konecki, JA ; Zareba, W.
Author_Institution :
Rochester Univ., NY, USA
fDate :
6/21/1905 12:00:00 AM
Abstract :
Identifying patients at risk for atrial fibrillation (AF) is a major task of noninvasive electrophysiology. In this study, we aimed to evaluate the usefulness of a wavelet transformation method describing spatial dispersion of time-frequency components of P-waves for identifying patients at risk for AF. We recorded the X, Y, Z-lead high-resolution ECGs in 18 patients with AF converted to sinus rhythm and 29 healthy control subjects. In each lead, a 256-ms segment encompassing the P wave was decomposed into a network of 255 time-frequency cells. In a median beat from 10 consecutive beats, spatial (interlead) heterogeneity of time-frequency components of the P-wave was quantified. Time-frequency cells and combinations of cells were analyzed for significance of separating AF from healthy subjects. Two parameters describing low frequency components (LFC), and high frequency components (HFC) of P-waves were designed. The wavelet-based method demonstrated increased heterogeneity of P-wave in patients converted from atrial fibrillation. Our preliminary results indicate that analysis of spatial heterogeneity of P-wave morphology may he useful in identifying patients at risk for atrial fibrillation
Keywords :
electrocardiography; mathematical morphology; medical signal processing; patient monitoring; time-frequency analysis; wavelet transforms; P-wave morphology; X-lead; Y-lead; Z-lead; atrial fibrillation; healthy control subjects; high frequency components; high-resolution ECG; low frequency components; median beat; noninvasive electrophysiology; risk patients; sinus rhythm; spatial dispersion; spatial heterogeneity; spatial interlead heterogeneity; time-frequency cells; time-frequency components; wavelet analysis; wavelet transformation method; Atrial fibrillation; Cardiology; Electrocardiography; Hybrid fiber coaxial cables; Morphology; Rhythm; Risk analysis; Time domain analysis; Time frequency analysis; Wavelet analysis;
Conference_Titel :
Computers in Cardiology, 1999
Conference_Location :
Hannover
Print_ISBN :
0-7803-5614-4
DOI :
10.1109/CIC.1999.826067