H. Dickhaus et al., QUANTIFICATION OF ECG LATE POTENTIALS BY WAVELET TRANSFORMATION, Computer methods and programs in biomedicine, 43(3-4), 1994, pp. 185-192
Late potentials of preprocessed ECG recordings from patients with sust
ained ventricular tachycardia and healthy control subjects are investi
gated by the wavelet transformation. The advantages of this non-statio
nary signal processing method are discussed in comparison with FFT spe
ctrograms of artificial test signals. The energy distribution plots of
these wavelet transformed test signals demonstrate the superiority in
detection accuracy and frequency resolution compared with the corresp
onding spectrograms. For this reason a quantitative discrimination bet
ween the two clinical groups of patients and healthy subjects was perf
ormed by calculating the scalograms of the wavelet transformed ECG sig
nals in the time-frequency plane. The energy in the frequency band of
100-300 Hz during the last time segment of the QRS complex yielded bes
t classification results.