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.

Amplitude of dominant T-wave alternans assessment on ECGs obtained from a biophysical model / R. Sassi, L.T. Mainardi, S. Cerutti (PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY). - In: Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE[s.l] : IEEE Press, 2011. - ISBN 978-1-4244-4121-1. - pp. 5872-5875 (( Intervento presentato al 33. convegno Annual International Conference of the IEEE, Engineering in Medicine and Biology Society (EMBC) tenutosi a Boston nel 2011 [10.1109/IEMBS.2011.6091452].

Amplitude of dominant T-wave alternans assessment on ECGs obtained from a biophysical model

R. Sassi;
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.
No
English
Approximation methods; Electric potential; Electrocardiography; Equations; Lead; Mathematical model; Noise
Settore ING-INF/06 - Bioingegneria Elettronica e Informatica
Settore INF/01 - Informatica
Intervento a convegno
Pubblicazione scientifica
Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE
IEEE Press
2011
5872
5875
4
978-1-4244-4121-1
33
Volume a diffusione internazionale
Annual International Conference of the IEEE, Engineering in Medicine and Biology Society (EMBC)
Boston
2011
33
Institute of Electrical and Electronics Engineers
Convegno internazionale
Intervento inviato
Aderisco
R. Sassi, L.T. Mainardi, S. Cerutti
Book Part (author)
reserved
273
Amplitude of dominant T-wave alternans assessment on ECGs obtained from a biophysical model / R. Sassi, L.T. Mainardi, S. Cerutti (PROCEEDINGS OF THE ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY). - In: Engineering in Medicine and Biology Society,EMBC, 2011 Annual International Conference of the IEEE[s.l] : IEEE Press, 2011. - ISBN 978-1-4244-4121-1. - pp. 5872-5875 (( Intervento presentato al 33. convegno Annual International Conference of the IEEE, Engineering in Medicine and Biology Society (EMBC) tenutosi a Boston nel 2011 [10.1109/IEMBS.2011.6091452].
info:eu-repo/semantics/bookPart
3
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/217502
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