Title :
Analysis of T wave morphology parameters with signal averaging during ischemia induced by percutaneous transluminal coronary angioplasty
Author :
Baglivo, FH ; Arini, PD ; Martínez, JP ; Laguna, P.
Author_Institution :
Fac. de Ing., Univ. de Buenos Aires, Buenos Aires, Argentina
Abstract :
Electrocardiographic repolarization abnormalities can be detected by Principal Components Analysis of the T-wave. In this work we studied the effect of signal averaging on the mean value and reproducibility of the ratio of the 2nd to the 1st eigenvalue (PCA 21) and the absolute and relative T-Wave residuum (TWR rel and TWR abs) in the ECG during ischemia induced by Percutaneous Transluminal Coronary Angioplasty. Results showed that TWR rel and TWR rel evaluated from the average of 10 complexes had lower values and higher reproducibility than those obtained from 1 complex. On the other hand PCA 21 calculated from 10 complexes did not show statistical differences versus the PCA 21 calculated on single beats. The results of this study corroborate that, with a signal averaging technique, the 2nd and the 1st eigenvalue are not affected by noise while the 4th to 8th eigenvalues are so much affected by this, suggesting the signal averaged before calculation of absolute and relative T-wave residuum.
Keywords :
diseases; electrocardiography; medical signal processing; principal component analysis; ECG; T wave morphology parameters; absolute T-Wave residuum; eigenvalue; electrocardiographic repolarization abnormalities; ischemia; percutaneous transluminal coronary angioplasty; principal components analysis; relative T-Wave residuum; signal averaging; single beats; statistical differences; Angioplasty; Arteries; Eigenvalues and eigenfunctions; Electrocardiography; Humans; Ischemic pain; Morphology; Principal component analysis; Reproducibility of results; Signal analysis;
Conference_Titel :
Computers in Cardiology, 2009
Conference_Location :
Park City, UT
Print_ISBN :
978-1-4244-7281-9
Electronic_ISBN :
0276-6547