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A Time-Domain Hybrid Analysis Method for Detecting and Quantifying T-Wave Alternans

机译:T波交替信号检测和量化的时域混合分析方法

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摘要

T-wave alternans (TWA) in surface electrocardiograph (ECG) signals has been recognized as a marker of cardiac electrical instability and is hypothesized to be associated with increased risk for ventricular arrhythmias among patients. A novel time-domain TWA hybrid analysis method (HAM) utilizing the correlation method and least squares regression technique is described in this paper. Simulated ECGs containing artificial TWA (cases of absence of TWA and presence of stationary or time-varying or phase-reversal TWA) under different baseline wanderings are used to test the method, and the results show that HAM has a better ability of quantifying TWA amplitude compared with the correlation method (CM) and adapting match filter method (AMFM). The HAM is subsequently used to analyze the clinical ECGs, and results produced by the HAM have, in general, demonstrated consistency with those produced by the CM and the AMFM, while the quantifying TWA amplitudes by the HAM are universally higher than those by the other two methods.
机译:表面心电图仪(ECG)信号中的T波交替蛋白(TWA)已被认为是心脏电不稳定的标志物,并被认为与患者心室性心律不齐的风险增加有关。本文介绍了一种利用相关方法和最小二乘回归技术的时域TWA混合分析方法。使用在不同基线漂移下包含人工TWA(不存在TWA且存在平稳,时变或相位反转TWA的情况)的模拟ECG来测试该方法,结果表明HAM具有更好的量化TWA振幅的能力与相关方法(CM)和自适应匹配滤波器方法(AMFM)进行比较。 HAM随后用于分析临床心电图,并且HAM产生的结果总体上证明与CM和AMFM产生的结果一致,而HAM量化的TWA幅度普遍高于其他HAM两种方法。

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