Title :
QRS Slopes for Detection and Characterization of Myocardial Ischemia
Author :
Pueyo, Esther ; Sörnmo, Leif ; Laguna, Pablo
Author_Institution :
Aragon Inst. for Eng. Res., Zaragoza
Abstract :
In this study, the upward (IUS) and downward (IDS) slopes of the QRS complex are proposed as indices for quantifying ischemia-induced electrocardiogram (ECG) changes. Using ECG recordings acquired before and during percutaneous transluminal coronary angioplasty (PTCA), it is found that the QRS slopes are considerably less steep during artery occlusion, in particular for IDS. With respect to ischemia detection, the slope indices outperform the often used high-frequency index (defined as the root mean square (rms) of the bandpass-filtered QRS signal for the frequency band 150-250 Hz) as the mean relative factors of change are much larger for IUS and IDS than for the high-frequency index (6.9 and 7.3 versus 3.7). The superior performance of the slope indices is equally valid when other frequency bands of the high-frequency index are investigated (the optimum one is found to be 125-175 Hz). Employing a simulation model in which the slopes of a template QRS are altered by different techniques, it is found that the slope changes observed during PTCA are mostly due to a widening of the QRS complex or a decrease of its amplitudes, but not a reduction of its high-frequency content or a combination of this and the previous effects. It is concluded that QRS slope information can be used as an adjunct to the conventional ST segment analysis in the monitoring of myocardial ischemia.
Keywords :
band-pass filters; blood vessels; electrocardiography; medical signal detection; medical signal processing; muscle; patient monitoring; ECG recordings; QRS complex detection; QRS slope information; artery occlusion; bandpass-filtered QRS signal; conventional ST segment analysis; frequency 125 Hz to 175 Hz; frequency 150 Hz to 250 Hz; ischemia-induced electrocardiogram; myocardial ischemia detection; myocardial ischemia monitoring; percutaneous transluminal coronary angioplasty; root mean square; Angioplasty; Arterial occlusion; Arteries; Blood flow; Cells (biology); Communications technology; Electrocardiography; Frequency; Ischemic pain; Myocardium; Depolarization; QRS complex; high frequency; ischemia; percutaneous transluminal coronary angioplasty (PTCA); Algorithms; Angioplasty, Balloon; Diagnosis, Computer-Assisted; Electrocardiography; Humans; Myocardial Ischemia; Prognosis; Reproducibility of Results; Sensitivity and Specificity; Treatment Outcome;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2007.902228