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Conventional QT Variability Measurement vs. Template Matching Techniques: Comparison of Performance Using Simulated and Real ECG

机译:常规QT变异性测量与模板匹配技术:使用模拟心电图和真实心电图的性能比较

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摘要

Increased beat-to-beat variability in the QT interval (QTV) of ECG has been associated with increased risk for sudden cardiac death, but its measurement is technically challenging and currently not standardized. The aim of this study was to investigate the performance of commonly used beat-to-beat QT interval measurement algorithms. Three different methods (conventional, template stretching and template time shifting) were subjected to simulated data featuring typical ECG recording issues (broadband noise, baseline wander, amplitude modulation) and real short-term ECG of patients before and after infusion of sotalol, a QT interval prolonging drug. Among the three algorithms, the conventional algorithm was most susceptible to noise whereas the template time shifting algorithm showed superior overall performance on simulated and real ECG. None of the algorithms was able to detect increased beat-to-beat QT interval variability after sotalol infusion despite marked prolongation of the average QT interval. The QTV estimates of all three algorithms were inversely correlated with the amplitude of the T wave. In conclusion, template matching algorithms, in particular the time shifting algorithm, are recommended for beat-to-beat variability measurement of QT interval in body surface ECG. Recording noise, T wave amplitude and the beat-rejection strategy are important factors of QTV measurement and require further investigation.
机译:ECG的QT间隔(QTV)的逐搏变异性增加与心脏猝死的风险增加有关,但其测量在技术上具有挑战性,目前尚无标准化。这项研究的目的是研究常用的逐次QT间隔测量算法的性能。对三种不同的方法(常规,模板拉伸和模板时移)进行了模拟数据处理,这些数据具有典型的ECG记录问题(宽带噪声,基线漂移,幅度调制)和患者在输注QT索他洛尔前后的实际短期ECG间隔延长药物。在这三种算法中,常规算法最容易受到噪声的影响,而模板时移算法在模拟和真实ECG上显示出优异的整体性能。尽管平均QT间隔显着延长,但在输注索他洛尔后,没有一种算法能够检测到逐跳的QT间隔变化。这三种算法的QTV估计值都与T波的振幅成反比。总之,建议使用模板匹配算法,尤其是时移算法,来测量体表ECG中QT间隔的心跳变化。记录噪声,T波幅值和节拍抑制策略是QTV测量的重要因素,需要进一步研究。

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