Title :
Time-frequency characterization of simultaneous intra-atrial and electrocardiographic recordings during atrial fibrillation
Author :
Stridh, M. ; Bollmann, A. ; Husser, D. ; Bhandari, A.K. ; Cannom, D.S. ; Sörnmo, L.
Author_Institution :
Dept. of Electrosci., Lund Univ.
Abstract :
A new method for characterization of simultaneous intra-atrial and ECG recordings during atrial fibrillation (AF) is presented. With different preprocessing, both types of signals are characterized using a logarithmic time-frequency distribution from which trends of frequency, regularity, morphology (only ECG) and signal quality are extracted. The objective of the study is to relate ECG measures of rate and morphology to measures of intra-atrial organisation. The algorithm has been tested on a database with simultaneous ECG and right atrial recordings from 34 patients with drug-refractory AF. The average frequency in lead V1 was 5.91 Hz (std=0.94) and the average exponential decay of harmonic magnitudes (reflecting the morphology) in V1 was 1.31 (std=0.38); their correlation coefficient was 0.53 (p<0.001). The correlation coefficient between spatial frequency dispersion in the right atrium and harmonic decay was 0.53 (p<0.005). More organized AF, observed in patients treated with amiodarone, was reflected by a lower frequency, smaller right atrial frequency dispersion and lower exponential decay
Keywords :
diseases; electrocardiography; medical signal processing; time-frequency analysis; ECG; atrial fibrillation; correlation coefficient; drug-refractory AF; electrocardiography; harmonic decay; intra-atrial recordings; logarithmic time-frequency distribution; right atrium; spatial frequency dispersion; Atrial fibrillation; Cardiology; Databases; Electrocardiography; Frequency estimation; Medical treatment; Morphology; Signal analysis; Time frequency analysis; Veins;
Conference_Titel :
Computers in Cardiology, 2005
Conference_Location :
Lyon
Print_ISBN :
0-7803-9337-6
DOI :
10.1109/CIC.2005.1588108