Title :
Analysis of QRS shape variability and short-term heart rate variability of CAD patients
Author :
Link, A. ; Endt, P. ; Steinhoff, U. ; Goedde, P. ; Trahms, L.
Author_Institution :
Phys. Tech. Bundesanstalt, Braunschweig, Germany
Abstract :
Beat-to-beat variability of the QRS shape and short-term heart rate of CAD patients were analyzed using high-resolution ECG and MCG record filtered by means of the Morlet wavelet transform. The shape variability was quantified by mean-to-standard deviation ratios of the envelope and the instantaneous frequency of band-pass signals located within the frequency range from 12 to 26 Hz. The heart rate variability was determined as the heart frequency deviation measured for a narrow-band envelope around 16 Hz. A simulation experiment showed that the beat-to-beat variability of the QRS signal can be detected down to a small level in the order of the background noise. A combined parameter weighting QRS variability and heart rate was used to distinguish CAD patients with VT from CAD patients without VT (t-test probability <0.001 for MCG and <0.02 for ECG)
Keywords :
diseases; electrocardiography; magnetocardiography; medical signal processing; wavelet transforms; 12 to 26 Hz; MCG; Morlet wavelet transform; QRS shape variability; background noise; electrodiagnostics; high-resolution ECG; instantaneous frequency; mean-to-standard deviation ratios; narrow-band envelope; short-term heart rate variability; simulation experiment; t-test probability; Band pass filters; Electrocardiography; Frequency measurement; Heart rate; Heart rate variability; Narrowband; Noise measurement; Shape measurement; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Computers in Cardiology 1998
Conference_Location :
Cleveland, OH
Print_ISBN :
0-7803-5200-9
DOI :
10.1109/CIC.1998.731820