DocumentCode :
3178080
Title :
Systematic evaluation of time-frequency parameters from surface electrocardiograms for monitoring amiodarone effects in atrial fibrillation
Author :
Mora, C. ; Husser, D. ; Husser, O. ; Castells, F. ; Millet, J. ; Bollmann, A.
Author_Institution :
Univ. Politecnica de Valencia
fYear :
2005
fDate :
25-28 Sept. 2005
Firstpage :
949
Lastpage :
952
Abstract :
Determination of spectral parameters from surface electrocardiograms (ECG) during atrial fibrillation (AF) may prove useful for understanding underlying pathomechanisms and selecting optimal treatment. Dominant fibrillatory frequency is the most commonly used parameter today, but bandwidth (BW) and an index of temporal frequency stability (IS) have also been described. However, no study has systematically evaluated the influence of parameter settings on inter individual differences and distinguishing antiarrhythmic drug effects. This study included 20 patients with persistent AF. ECG recordings were taken before and after amiodarone administration. The atrial fibrillatory component was extracted from ECG by principal component analysis techniques, and the spectral properties were obtained from the Welch´s periodogram and the time-frequency transform. The following parameters were evaluated: BW, instantaneous main frequency and IS. Several parameter settings were studied in order to determine the values that maximize interindividual differences and allow monitoring of drug effects. Baseline frequency measured 6.54plusmn0.53 Hz (range 5.7 to 7.4 Hz) and was reduced to 5.64plusmn0.54 Hz (range 4.8 to 6.5 Hz) by amiodarone (p<0.0001). Using receiver operating characteristic analysis with a temporal resolution of 1 s in the time-frequency distribution, BW obtained from a threshold at 50% of main peak amplitude and IS based on consecutive frequency differences between 0.5 and 0.9 Hz resulted in both maximal interindividual parameter differences and differentiation of baseline and amiodarone recordings
Keywords :
diseases; drugs; electrocardiography; principal component analysis; sensitivity analysis; time-frequency analysis; 4.8 to 6.5 Hz; 5.7 to 7.4 Hz; ECG; Welch periodogram; amiodarone effect monitoring; antiarrhythmic drug effect; atrial fibrillation; fibrillatory frequency; pathomechanism; principal component analysis technique; receiver operating characteristic analysis; spectral parameter; surface electrocardiogram; temporal frequency stability; time-frequency parameter; time-frequency transform; Atrial fibrillation; Bandwidth; Condition monitoring; Drugs; Electrocardiography; Frequency measurement; Principal component analysis; Stability; Surface treatment; Time frequency analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computers in Cardiology, 2005
Conference_Location :
Lyon
Print_ISBN :
0-7803-9337-6
Type :
conf
DOI :
10.1109/CIC.2005.1588265
Filename :
1588265
Link To Document :
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