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Comparison of time-frequency methods using spectral turbulence to identify late potentials in patients with ventricular conduction defects

机译:使用频谱湍流识别心室传导缺陷患者晚期电位的时频方法比较

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The link between ventricular late potentials recorded in the signal-averaged electrocardiogram and sustained ventricular tachycardia (VT) has been well established. Patients with ventricular conduction defects are excluded in conventional time-domain analysis. This study aimed to detect the late potentials or abnormal intra-QRS potentials in patients with ventricular conduction defects using spectral turbulence analysis in the time-frequency domain. Patients with either (1) left bundle branch block, (2) right bundle branch block, and (3) intraventricular conduction defects were studied. The time-frequency representation was formed from the signal averaged XYZ leads using the short-time Fourier transform, the wavelet transform, and Choi-Williams distributions. Spectral turbulence analysis of these representations was comprised of four parameters, (1) interslice correlation mean, (2) interslice correlation standard deviation, (3) low-slice correlation ratio, and (4) spectral entropy. Separation of VT from non-VT patients was primarily observed in the X-lead using the short time FFT. Neither the wavelet transform nor the Choi-Williams distribution performed as well as the short time FFT.
机译:信号平均心电图记录的心室晚期电位与持续性室性心动过速(VT)之间的联系已得到很好的确立。常规时域分析中排除了具有心室传导缺陷的患者。这项研究旨在通过在时频域中进行频谱湍流分析来检测心室传导缺陷患者的晚期电位或QRS内异常电位。研究患有(1)左束支传导阻滞,(2)右束支传导阻滞和(3)脑室内传导缺陷的患者。时频表示是使用短时傅立叶变换,小波变换和Choi-Williams分布从信号平均XYZ引线形成的。这些表示的谱湍流分析由四个参数组成:(1)层间相关平均值,(2)层间相关标准偏差,(3)低层相关比和(4)光谱熵。使用短时FFT在X导联中主要观察到了将VT与非VT患者分开。小波变换和Choi-Williams分布都没有像短时FFT那样执行。

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