Changes in scale-invariance property of electrocardiogram as a predictor of hypertension

M. C. H. Mary, Dilbag Singh, K. Deepak
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引用次数: 6

Abstract

In this study, electrocardiogram signal has been investigated to assess the presence of scale-invariance changes to classify normotensive and hypertensive subject. ECG signal of 20 normotensive and 20 hypertensive subjects is recorded using MP100 system with a sampling rate (fs) of 500 Hz. The scale-invariance changes of ECG signal are analysed using multifractal detrended fluctuation analysis. The width and shape of the multifractal spectrum obtained is used to detect the hypertensive subject. The multifractal spectrum of the normotensive subject exhibit a pure Gaussian behaviour, but for hypertension subject is left truncated. The width of the multifractal spectrum for hypertension subject (1.7158 ± 0.09649) is more as compared to the normotensive subject (1.534 ± 0.23931). Therefore this method can reflect complexity changes of ECG signal during hypertension. Also, the changes in the multifractal behaviour of ECG signal improves the diagnostic tools for calculating hypertension and as a promising diagnostic tool in cardiovascular disease diagnosis and evaluation.
心电图尺度不变性的变化作为高血压的预测指标
在这项研究中,我们对心电图信号进行了研究,以评估量表不变性变化的存在,从而对正常血压和高血压受试者进行分类。采用MP100系统记录20例正常血压和20例高血压患者的心电信号,采样率为500 Hz。利用多重分形去趋势波动分析分析了心电信号的尺度不变性变化。利用得到的多重分形谱的宽度和形状对高血压受试者进行检测。正常血压受试者的多重分形谱表现为纯高斯行为,而高血压受试者的多重分形谱则被截断。高血压组多重分形谱宽度(1.7158±0.09649)大于正常组(1.534±0.23931)。因此,该方法可以反映高血压患者心电信号的复杂变化。此外,心电信号多重分形行为的变化改进了高血压的诊断工具,并在心血管疾病的诊断和评估中具有广阔的应用前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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