Reproducibility of Heart Rate Variability Characteristics Measured on Random 10-second ECG using Joint Symbolic Dynamics.

Computing in cardiology Pub Date : 2016-09-01 Epub Date: 2017-03-02 DOI:10.23919/CIC.2016.7868736
Muammar M Kabir, Golriz Sedaghat, Jason Thomas, Larisa G Tereshchenko
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引用次数: 1

Abstract

In this paper we employed joint symbolic dynamics (JSD) approach to study reproducibility of heart rate variability characteristics measured on 2 randomly selected 10-second segments within 3-minute resting orthogonal ECG in 170 healthy participants. First, the ECG R-peaks were detected using parabolic fitting. Second, the respiratory signal was derived from orthogonal ECG X-lead using QRS slopes. Third, time series of R-R intervals and respiratory phases (calculated using Hilbert transform), were transformed into tertiary symbol vectors based on their successive changes and words of length '3' were formed. Bland-Altman analysis was used to assess the agreement between measured log-transformed JSD characteristics of HRV, and their reproducibility. Traditional HRV measures such as RR' interval changes showed a very high reproducibility. However, agreement between two 10-second JSD indices of HRV was low. Interestingly, a significant decrease in low-high alterations of HRV dynamics measured using JSD was observed when respiratory phase transition intervals were excluded (10s: 4.7±9.4 vs. 24.8±21.0%, p<0.0001; 3min: 9.8±8.1 vs. 24.8±12.3%, p<0.0001).

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用关节符号动力学测量随机10秒心电图心率变异性特征的再现性。
在本文中,我们采用联合符号动力学(JSD)方法研究了170名健康受试者在3分钟静息正交心电图中随机选择的2个10秒段心率变异性特征的可重复性。首先,采用抛物线拟合检测心电图r峰。其次,利用QRS斜率提取正交心电图x导联的呼吸信号。第三,利用Hilbert变换计算R-R区间和呼吸相的时间序列,根据它们的连续变化将它们转换成三级符号向量,形成长度为“3”的词。采用Bland-Altman分析评估HRV对数变换JSD特征的一致性及其再现性。传统的HRV测量方法,如RR间隔变化,显示出非常高的可重复性。然而,两个10秒JSD HRV指标之间的一致性较低。有趣的是,当排除呼吸相转换间隔时,使用JSD测量的HRV动力学的高低变化显著减少(10秒:4.7±9.4比24.8±21.0%,p
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CiteScore
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