在最大心肺运动测试中使用Galaxy Watch估计心率:横断面验证研究。

IF 2.2 Q2 Medicine
JMIR Cardio Pub Date : 2026-04-16 DOI:10.2196/81917
Allan Inoue, João Paulo Ferreira Soares, Felipe Antunes-Santos, Alexandre Ferreira, Alberto Gonçalves, João Arthur Alcântara, Marcelo Rodrigues Dos Santos
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引用次数: 0

摘要

背景:基于光电容积脉搏波的智能手表越来越多地用于连续心率(HR)监测。它们在休息或低强度活动时的准确性已得到证实,但在最大强度运动时的数据很少,此时运动伪影和快速血流动力学变化会降低光体积脉搏波信号。在将这些设备应用于临床运动测试、运动训练或远程健康监测之前,在这种苛刻的条件下验证这些设备是必不可少的。目的:本研究旨在评估三星Galaxy Watch 6 (GW6)在跑步机上进行的分级、最大斜坡心肺运动测试中估计HR的有效性。第二个目的是探讨测量误差是否在5个预定义的强度区域(每个参与者单独确定的最大心率的50%-60%、60%-70%、70%-80%、80%-90%和90%-100%)之间变化。方法:总体而言,55名健康成年人(30名男性,25名女性,平均年龄30.3岁,SD 8.2岁)完成了症状限制的渐进式跑步机方案,以实现意志衰竭。同时从GW6(左臂)和Polar H10胸带监测器获得HR记录,作为参考标准。对于每个强度区,计算以下一致性指标:类内相关系数(ICC)、绝对误差中位数、绝对百分比误差中位数和均方根误差。进行Bland-Altman分析以量化GW6和Polar H10之间的平均偏倚和95%一致性限。结果:GW6和Polar H10之间的一致性随运动强度的不同而不同。在低到中等强度下,ICC表示中度到良好的一致性(ICC在50%-60%时=0.71;ICC在60%-70%时=0.89;ICC在70%-80%时=0.54;在80%-90% HRmax时ICC=0.64),在90%-100% HRmax时,一致性为良好到优秀(ICC=0.90)。绝对误差指标显示,随着强度的增加,误差稳定或减少,绝对误差中位数始终在1-3 bpm左右,绝对百分比误差中位数从50%-60% HRmax时的2.90%下降到≥70% HRmax时的0.60%-0.75%。各强度区的均方根误差在4.62到4.88 bpm之间。Bland-Altman分析显示,与Polar H10相比,GW6始终低估HR,总体平均偏差为-2.67 bpm,一致性范围很广(-16.90至11.57 bpm)。这种负面偏见在所有人力资源部门都存在。这一一致性对于群体水平的比较是足够的,但也显示出大量的个体差异。结论:GW6为健康年轻人在最大跑步机心肺运动试验中监测HR提供了良好的有效性。虽然测量误差在接近最大工作量时适度增加,但绝对误差仍然在临床可接受的阈值范围内。这些发现支持GW6作为一种方便、无创的HR追踪方法在实验室运动测试中的潜在应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Heart Rate Estimation Using the Galaxy Watch During Maximal Cardiopulmonary Exercise Testing: Cross-Sectional Validation Study.

Background: Photoplethysmography-based smartwatches are increasingly used for continuous heart rate (HR) monitoring. Their accuracy has been demonstrated at rest or during low-intensity activity, but data are scarce for maximal-intensity exercise, when motion artifacts and rapid hemodynamic changes can degrade the photoplethysmography signal. Validating these devices under such demanding conditions is essential before they are applied to clinical exercise testing, athletic training, or remote health monitoring.

Objective: This study aimed to evaluate the validity of the Samsung Galaxy Watch 6 (GW6) in estimating HR throughout a graded, maximal ramp cardiopulmonary exercise test performed on a treadmill. A secondary aim was to explore whether measurement error varies across 5 predefined intensity zones (50%-60%, 60%-70%, 70%-80%, 80%-90%, and 90%-100% of the maximum HR determined individually for each participant).

Methods: Overall, 55 healthy adults (30 men, 25 women; mean age 30.3, SD 8.2 years) completed a symptom-limited incremental treadmill protocol to volitional exhaustion. Simultaneous HR recordings were obtained from the GW6 (left arm) and a Polar H10 chest strap monitor, which served as the reference standards. For each intensity zone, the following agreement indices were computed: intraclass correlation coefficient (ICC), median absolute error, median absolute percentage error, and root mean squared error. Bland-Altman analysis was performed to quantify the mean bias and 95% limits of agreement between the GW6 and the Polar H10. Statistical significance was set at P<.05.

Results: Agreement between the GW6 and Polar H10 varied across exercise intensities. ICC indicated moderate to good agreement at low to moderate intensities (ICC=0.71 at 50%-60%; ICC=0.89 at 60%-70%; ICC=0.54 at 70%-80%; and ICC=0.64 at 80%-90% HRmax), and at 90%-100% of HRmax the agreement was good-to-excellent (ICC=0.90). Absolute error metrics showed stable or reduced errors with increasing intensity, with median absolute error consistently around 1-3 bpm and median absolute percentage error declining from 2.90% at 50%-60% HRmax to 0.60%-0.75% at ≥70% HRmax. Root mean squared error ranged from 4.62 to 4.88 bpm across intensity zones. Bland-Altman analysis showed that the GW6 consistently underestimated HR compared with the Polar H10, with an overall mean bias of -2.67 bpm and wide limits of agreement (-16.90 to 11.57 bpm). This negative bias was present across all HR zones. The agreement was adequate for group-level comparisons but displayed substantial individual variability.

Conclusions: The GW6 provides a good degree of validity for HR monitoring during a maximal treadmill cardiopulmonary exercise test in healthy young adults. Although measurement error increases modestly at near-maximal workloads, absolute errors remain well within clinically acceptable thresholds. These findings support the potential use of GW6 as a convenient, noninvasive alternative for HR tracking in laboratory-based exercise testing.

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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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