• 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