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Amplitude of Dominant T-Wave Alternans assessment on ECGs obtained from a biophysical model

机译:主导T波的幅度对从生物物理模型中获得的ECG评估

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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.
机译:显性T波障碍(ADTWA)的幅度是最近引入的指标,其定量了在表面ECG记录上的微伏T波障碍(TWA)的存在。在本文中,我们研究了ADTWA的可靠性及其对宽带噪声的鲁棒性。在这方面,我们通过前向电生理学模型生成合成12引导ECG记录,并通过调节偶数和奇数节拍的跨膜作用潜力的复极化时间的变化,在不同程度下添加TWA。使用随机模型,我们衍生出在表面上注射到模型和TWA的复极性变化之间的分析关系,从而提供了评估铅敏感性的策略。在稳健性方面,模拟结果表明,ADTWA在没有噪声的情况下正确测量合成TWA的幅度,平均误差为3.3%±5.8%。当存在100μV峰峰宽带噪声时,其对估计误差的影响受到奇异值分解的限制,在其上构建的奇异值分解。

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