Title :
Assessment of myocardial ischemia through high frequency energy estimation over the time-frequency plane using wavelets
Author :
Castro, N. ; Gomis, Pedro ; Wagner, G.
Author_Institution :
Univ. Simon Bolivar, Caracas, Venezuela
Abstract :
This study describes total energy changes over eight regions of the QRS time-frequency (TF) plane, during percutaneous transluminal coronary angioplasty (PTCA). The study population consisted of 43 patients undergoing PTCA, with no previous myocardial infarction history: 25 in the right coronary (RCA), 10 in left anterior descending (LAD) and 8 in left circumflex (LCX) arteries. Blockwise and exponential signal averaging technics were used at pre-processing stage; continuous Morlet wavelet transform and total energy calculation were applied. Significant changes were found in the HF regions (p<0.05) in patients assessed at the end of the PTCA (80-250 Hz/second QRS half) compared with their values previous to inflation. Total energy over specific time-frequency regions, assessing high frequency using a frequency band from 80 to 250 Hz, could be used as a marker for ischemic events during depolarization. These results suggest that leads II and aVF are more sensitive to such changes.
Keywords :
electrocardiography; medical signal processing; time-frequency analysis; wavelet transforms; 80 to 250 Hz; QRS time-frequency plane; blockwise signal averaging technics; continuous Morlet wavelet transform; depolarization; exponential signal averaging technics; high frequency energy estimation; left anterior descending artery; left circumflex artery; myocardial ischemia; percutaneous transluminal coronary angioplasty; right coronary artery; total energy calculation; Angioplasty; Arteries; Continuous wavelet transforms; Frequency estimation; Hafnium; History; Ischemic pain; Myocardium; Time frequency analysis; Wavelet transforms;
Conference_Titel :
Computers in Cardiology, 2003
Print_ISBN :
0-7803-8170-X
DOI :
10.1109/CIC.2003.1291206