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腕部光体积描记设备在实验室和自由活动期间测量心率的准确性。

Accuracy of Wrist-Worn Photoplethysmography Devices at Measuring Heart Rate in the Laboratory and During Free-Living Activities.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov;2021:6970-6973. doi: 10.1109/EMBC46164.2021.9629522.

Abstract

This study compared heart rate (HR) measurements taken from two wrist-worn devices; the Empatica E4 and the Apple Watch Series 5, to that taken from a Polar H10 chest strap. Ten healthy adult volunteers took part in a laboratory validation study and performed a treadmill exercise protocol. A single-subject validity study was also conducted to evaluate the accuracy of continuous HR measurements obtained during free-living activities. The participant wore both wrist devices, as well as the Polar H10 for 12-hours, as she continued her habitual daily activities. The key findings of the laboratory study were that the Apple Watch was accurate at assessing HR compared to the Polar H10 with Mean Absolute Percentage Error (MAPE) values < 5% during treadmill exercise. The accuracy of the E4 however was generally poor with MAPE values > 15%. Findings from the single-subject validity study indicate that the Apple Watch produces accurate measurements of HR, whereas the E4 device overestimated HR, except for during the more strenuous activities undertaken where HR was underestimated.Clinical Relevance- The Apple Watch has acceptable accuracy in measuring HR during treadmill exercise and during free-living activities in healthy adult volunteers.

摘要

本研究比较了两款腕戴式设备(Empatica E4 和 Apple Watch Series 5)与 Polar H10 胸带测量的心率 (HR)。十位健康成年志愿者参与了一项实验室验证研究,并进行了跑步机运动方案。还进行了一项单个体准确性研究,以评估在自由活动期间连续 HR 测量的准确性。参与者佩戴了两款腕戴设备以及 Polar H10,时长 12 小时,同时继续进行日常习惯活动。实验室研究的主要发现是,Apple Watch 在评估 HR 方面与 Polar H10 相比准确性较高,在跑步机运动期间平均绝对百分比误差 (MAPE) 值 < 5%。然而,E4 的准确性通常较差,MAPE 值 > 15%。单个体准确性研究的结果表明,Apple Watch 可准确测量 HR,而 E4 设备除了在进行更剧烈的活动时会高估 HR 外,HR 也会被低估。临床相关性-Apple Watch 在跑步机运动和健康成年志愿者的自由活动期间测量 HR 时具有可接受的准确性。

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