Title :
Amplitude of Dominant T-Wave Alternans assessment on ECGs obtained from a biophysical model
Author :
Sassi, Roberto ; Mainardi, Luca T. ; Cerutti, Sergio
Author_Institution :
Dipt. di Tecnol. dell´´Inf., Univ. degli Studi di Milano, Crema, Italy
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
The Amplitude of Dominant T-Wave Alternans (ADTWA) is a recently introduced index which quantifies the presence of microvolt T Wave Alternans (TWA) on surface ECG recordings. In this paper we investigate the reliability of ADTWA and its robustness against broadband noise. At this regard, we generated synthetic 12-leads ECG recordings through a forward electrophysiological model and we added TWA, at different extent, by modulating the variation of the repolarization times of transmembrane action potentials across even and odd beats. Using a stochastic model, we derived an analytical relationship between the repolarization variation injected into the model and TWA at the surface, thus offering a strategy to evaluate lead sensitivity. In terms of robustness, the results of the simulations show that ADTWA correctly measured the amplitude of synthetic TWA with an average error of 3.3%±5.8% in absence of noise. When a 100 μV peak-to-peak broadband noise is present, its effects on estimation errors were kept limited by singular value decomposition on which ADTWA builds.
Keywords :
bioelectric potentials; biomembranes; electrocardiography; physiological models; reliability; singular value decomposition; ADTWA; ECG; biophysical model; dominant T-Wave Alternans; electrophysiological model; estimation errors; peak-to-peak broadband noise; singular value decomposition; stochastic model; surface ECG; transmembrane action potentials; Approximation methods; Electric potential; Electrocardiography; Equations; Lead; Mathematical model; Noise; Algorithms; Arrhythmias, Cardiac; Computer Simulation; Diagnosis, Computer-Assisted; Electrocardiography; Heart Conduction System; Humans; Models, Cardiovascular; Reproducibility of Results; Sensitivity and Specificity;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091452