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心率变异性信号处理的测量保真度:细节决定成败。

Measurement fidelity of heart rate variability signal processing: the devil is in the details.

机构信息

Pediatric Public Health Psychology Laboratory, Department of Psychology, Concordia University, Montréal, QC, Canada.

出版信息

Int J Psychophysiol. 2012 Oct;86(1):88-97. doi: 10.1016/j.ijpsycho.2012.07.004. Epub 2012 Jul 20.

Abstract

Heart rate variability (HRV) is a particularly valuable quantitative marker of the flexibility and balance of the autonomic nervous system. Significant advances in software programs to automatically derive HRV have led to its extensive use in psychophysiological research. However, there is a lack of systematic comparisons across software programs used to derive HRV indices. Further, researchers report meager details on important signal processing decisions making synthesis across studies challenging. The aim of the present study was to evaluate the measurement fidelity of time- and frequency-domain HRV indices derived from three predominant signal processing software programs commonly used in clinical and research settings. Triplicate ECG recordings were derived from 20 participants using identical data acquisition hardware. Among the time-domain indices, there was strong to excellent correspondence (ICC(avg)=0.93) for SDNN, SDANN, SDNNi, rMSSD, and pNN50. The frequency-domain indices yielded excellent correspondence (ICC(avg)=0.91) for LF, HF, and LF/HF ratio, except for VLF which exhibited poor correspondence (ICC(avg)=0.19). Stringent user-decisions and technical specifications for nuanced HRV processing details are essential to ensure measurement fidelity across signal processing software programs.

摘要

心率变异性(HRV)是自主神经系统灵活性和平衡的一个特别有价值的定量标志物。自动提取 HRV 的软件程序的显著进展导致其在心理生理学研究中得到广泛应用。然而,用于提取 HRV 指数的软件程序之间缺乏系统比较。此外,研究人员报告说,在具有挑战性的研究中,对重要信号处理决策的综合报告细节很少。本研究旨在评估三种常用于临床和研究环境的主要信号处理软件程序提取的时域和频域 HRV 指数的测量保真度。使用相同的数据采集硬件从 20 名参与者中获得了三次重复的心电图记录。在时域指数中,SDNN、SDANN、SDNNi、rMSSD 和 pNN50 的对应关系很强到极好(ICC(avg)=0.93)。频域指数的对应关系也很好(ICC(avg)=0.91),除了 VLF 之外,LF、HF 和 LF/HF 比值的对应关系都很好,而 VLF 的对应关系很差(ICC(avg)=0.19)。对于微妙的 HRV 处理细节,严格的用户决策和技术规范对于确保信号处理软件程序之间的测量保真度至关重要。

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