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Empatica E4腕带测量心率变异性(HRV)参数的有效性:与心电图(ECG)的比较。

Validity of the Empatica E4 Wristband to Measure Heart Rate Variability (HRV) Parameters: a Comparison to Electrocardiography (ECG).

作者信息

Schuurmans Angela A T, de Looff Peter, Nijhof Karin S, Rosada Catarina, Scholte Ron H J, Popma Arne, Otten Roy

机构信息

Department of Research and Development, Pluryn, P.O. Box 53, 6500, AB, Nijmegen, The Netherlands.

Behavioural Science Institute, Radboud University Nijmegen, P.O. Box 9104, 6500, HE, Nijmegen, The Netherlands.

出版信息

J Med Syst. 2020 Sep 23;44(11):190. doi: 10.1007/s10916-020-01648-w.

Abstract

Wearable monitoring devices are an innovative way to measure heart rate (HR) and heart rate variability (HRV), however, there is still debate about the validity of these wearables. This study aimed to validate the accuracy and predictive value of the Empatica E4 wristband against the VU University Ambulatory Monitoring System (VU-AMS) in a clinical population of traumatized adolescents in residential care. A sample of 345 recordings of both the Empatica E4 wristband and the VU-AMS was derived from a feasibility study that included fifteen participants. They wore both devices during two experimental testing and twelve intervention sessions. We used correlations, cross-correlations, Mann-Whitney tests, difference factors, Bland-Altman plots, and Limits of Agreement to evaluate differences in outcomes between devices. Significant correlations were found between Empatica E4 and VU-AMS recordings for HR, SDNN, RMSSD, and HF recordings. There was a significant difference between the devices for all parameters but HR, although effect sizes were small for SDNN, LF, and HF. For all parameters but RMSSD, testing outcomes of the two devices led to the same conclusions regarding significance. The Empatica E4 wristband provides a new opportunity to measure HRV in an unobtrusive way. Results of this study indicate the potential of the Empatica E4 as a practical and valid tool for research on HR and HRV under non-movement conditions. While more research needs to be conducted, this study could be considered as a first step to support the use of HRV recordings provided by wearables.

摘要

可穿戴监测设备是测量心率(HR)和心率变异性(HRV)的一种创新方式,然而,这些可穿戴设备的有效性仍存在争议。本研究旨在针对居住护理机构中受创伤的青少年临床人群,验证Empatica E4腕带相对于VU大学动态监测系统(VU-AMS)的准确性和预测价值。Empatica E4腕带和VU-AMS的345份记录样本来自一项可行性研究,该研究包括15名参与者。他们在两次实验测试和十二次干预期间都佩戴了这两种设备。我们使用相关性、互相关性、曼-惠特尼检验、差异因子、布兰德-奥特曼图和一致性界限来评估设备之间结果的差异。在Empatica E4和VU-AMS记录的HR、SDNN、RMSSD和HF记录之间发现了显著相关性。除HR外,所有参数在设备之间均存在显著差异,尽管SDNN、LF和HF的效应量较小。除RMSSD外,两种设备的测试结果在显著性方面得出了相同的结论。Empatica E4腕带为以不显眼的方式测量HRV提供了新机会。本研究结果表明Empatica E4作为在非运动条件下研究HR和HRV的实用且有效工具的潜力。虽然还需要进行更多研究,但本研究可被视为支持使用可穿戴设备提供的HRV记录的第一步。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7c4d/7511462/02e492f6f453/10916_2020_1648_Fig1_HTML.jpg

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