• DocumentCode
    2495261
  • 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
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    5872
  • Lastpage
    5875
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091452
  • Filename
    6091452