Title :
T-wave Alternans Analysis Improvement by Means of Curve Alignment Prior to Distance Calculation
Author :
Cuesta-Frau, D. ; Biagetti, M. ; Mico-Tormos, P. ; Aboy, M. ; Quinteiro, R.
Author_Institution :
Polytech. Univ. of Valencia, Alcoi
Abstract :
Tracking of repolarization instabilities in the ECG, such as T-wave alternans (TWA), has become a popular non-invasive method to assess the vulnerability to malignant arrhythmic events. These instabilities are usually characterized by small amplitude changes and their measurement is difficult due to the presence of noise and artifacts. Several methods have been recently proposed to address this problem. Most of them are based on amplitude analysis of beat-to-beat alternation of the T wave. This paper describes a preprocessing stage intended to be used prior to amplitude analysis and aimed at improving the alignment between consecutive T waves. This increases the accuracy of the difference calculation.
Keywords :
bioelectric potentials; cellular biophysics; electrocardiography; ECG; T-wave alternans analysis; beat-to-beat alternation analysis; cellular electrical activity; curve alignment; distance calculation; dynamic time warping techniques; electrocardiography; heart; modified moving average methodology; potential gradient; ventricular repolarization; Cancer; Dispersion; Electrocardiography; Heart rate variability; Myocardium; Noise level; Noise measurement; Shape; Time measurement; Voltage; Arrhythmias, Cardiac; Automatic Data Processing; Electrocardiography; Humans; Models, Cardiovascular;
Conference_Titel :
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location :
Lyon
Print_ISBN :
978-1-4244-0787-3
DOI :
10.1109/IEMBS.2007.4352384