在久坐和轻到剧烈的身体活动中监测心率的腕带和臂带可穿戴设备:设备验证研究。

Q2 Medicine
JMIR Cardio Pub Date : 2025-03-21 DOI:10.2196/67110
Theresa Schweizer, Rahel Gilgen-Ammann
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引用次数: 0

摘要

背景:心率(HR)是一个重要的生理参数,是体内平衡的指标,也是监测心血管健康和生理反应的关键指标。使用光电容积脉搏波描记(PPG)技术的可穿戴设备在现实环境中提供无创人力资源监测,但其性能可能会因佩戴位置、血流、运动和设备更新等因素而变化。因此,在不同的活动中持续验证它们的准确性和可靠性是必不可少的。目的:本研究旨在评估基于ppg的Polar Verity Sense和Polar Vantage V2设备在一系列体育活动和强度以及佩戴位置(即上臂,前臂和双手腕)中HR测量的准确性和可靠性。方法:招募16名健康参与者参与本研究方案,涉及9种不同强度的活动,从平躺到高强度间歇训练,每次重复2次。将Verity Sense和Vantage V2的HR测量值与Polar H10心电图(ECG)胸带的标准测量值进行比较。对数据进行了处理,以消除人为因素和异常值。采用系统偏倚(差均)、平均绝对误差(MAE)和平均绝对百分比误差(MAPE)、Pearson积差相关系数(r)、Lin一致性相关系数(CCC)和受试者内变异系数(WSCV)等多种统计方法评估准确性和可靠性。结果:所有16名参与者(女性=7;男= 9;平均27.4例,SD 5.8年)完成了研究。佩戴在上臂上的Verity Sense在大多数活动中表现出出色的准确性,系统偏差为-0.05 bpm, MAE为1.43 bpm, MAPE为1.35%,r=1.00, CCC=1.00。在所有活动中,它也显示出高可靠性,WSCV为2.57%,两个会话之间没有显着差异。与ECG相比,腕带Vantage V2显示出中等的准确性,略微高估,并且根据活动的不同,准确性有相当大的变化。对于非优势腕,系统偏差为2.56 bpm, MAE为6.41 bpm, MAPE为6.82%,r=0.93, CCC=0.92。可靠性差异很大,运动后坐着时的WSCV为3.64%,躺着时为23.03%。结论:Verity Sense被认为是高度准确和可靠的,优于许多其他可穿戴的人力资源设备,并成为基于心电图的胸带的强大替代品,特别是当佩戴在上臂时。Vantage V2被发现具有中等的准确性,其性能高度依赖于活动类型和强度。虽然它在低心率时表现出更大的可变性和局限性,但在高强度时表现更好,并且优于先前研究中的几种腕带设备,特别是在剧烈运动时。这些发现强调了设备选择和佩戴位置的重要性,以确保在预期的情况下尽可能高的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wrist-Worn and Arm-Worn Wearables for Monitoring Heart Rate During Sedentary and Light-to-Vigorous Physical Activities: Device Validation Study.

Background: Heart rate (HR) is a vital physiological parameter, serving as an indicator of homeostasis and a key metric for monitoring cardiovascular health and physiological responses. Wearable devices using photoplethysmography (PPG) technology provide noninvasive HR monitoring in real-life settings, but their performance may vary due to factors such as wearing position, blood flow, motion, and device updates. Therefore, ongoing validation of their accuracy and reliability across different activities is essential.

Objectives: This study aimed to assess the accuracy and reliability of the HR measurement from the PPG-based Polar Verity Sense and the Polar Vantage V2 devices across a range of physical activities and intensities as well as wearing positions (ie, upper arm, forearm, and both wrists).

Methods: Sixteen healthy participants were recruited to participate in this study protocol, which involved 9 activities of varying intensities, ranging from lying down to high-intensity interval training, each repeated twice. The HR measurements from the Verity Sense and Vantage V2 were compared with the criterion measure Polar H10 electrocardiogram (ECG) chest strap. The data were processed to eliminate artifacts and outliers. Accuracy and reliability were assessed using multiple statistical methods, including systematic bias (mean of differences), mean absolute error (MAE) and mean absolute percentage error (MAPE), Pearson product moment correlation coefficient (r), Lin concordance correlation coefficient (CCC), and within-subject coefficient of variation (WSCV).

Results: All 16 participants (female=7; male=9; mean 27.4, SD 5.8 years) completed the study. The Verity Sense, worn on the upper arm, demonstrated excellent accuracy across most activities, with a systematic bias of -0.05 bpm, MAE of 1.43 bpm, MAPE of 1.35%, r=1.00, and CCC=1.00. It also demonstrated high reliability across all activities with a WSCV of 2.57% and no significant differences between the 2 sessions. The wrist-worn Vantage V2 demonstrated moderate accuracy with a slight overestimation compared with the ECG and considerable variation in accuracy depending on the activity. For the nondominant wrist, it demonstrated a systematic bias of 2.56 bpm, MAE of 6.41 bpm, MAPE 6.82%, r=0.93, and CCC=0.92. Reliability varied considerably, ranging from a WSCV of 3.64% during postexercise sitting to 23.03% during lying down.

Conclusions: The Verity Sense was found to be highly accurate and reliable, outperforming many other wearable HR devices and establishing itself as a strong alternative to ECG-based chest straps, especially when worn on the upper arm. The Vantage V2 was found to have moderate accuracy, with performance highly dependent on activity type and intensity. While it exhibited greater variability and limitations at lower HR, it performed better at higher intensities and outperformed several wrist-worn devices from previous research, particularly during vigorous activities. These findings highlight the importance of device selection and wearing position to ensure the highest possible accuracy in the intended context.

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来源期刊
JMIR Cardio
JMIR Cardio Computer Science-Computer Science Applications
CiteScore
3.50
自引率
0.00%
发文量
25
审稿时长
12 weeks
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