The Validation and Accuracy of Wearable Heart Rate Trackers in Children With Heart Disease: Prospective Cohort Study.

IF 2 Q3 HEALTH CARE SCIENCES & SERVICES
Hidde J Hardon, Yara N Van Kerkhof, Beatrijs Bartelds, Janneke A E Kammeraad, Arend W Van Deutekom
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引用次数: 0

Abstract

Background: Wearables are increasingly used in pediatric cardiology for heart rate (HR) monitoring due to advantages over traditional HR monitoring, such as prolonged monitoring time, increased patient comfort, and ease of use. However, their validation in this population is limited.

Objective: The objective of this paper was to assess HR accuracy and validity from 2 wearables, the Corsano CardioWatch bracelet and the Hexoskin smart shirt, in children attending the pediatric cardiology outpatient clinic, exploring factors that influence accuracy, the Hexoskin shirt's arrhythmia detection efficacy, and patient satisfaction.

Methods: Children with an indication for 24-hour Holter monitoring were equipped with a 24-hour Holter electrocardiogram (ECG; gold standard), together with both wearables. HR accuracy was defined as the percentage of HRs within 10% of Holter values, and agreement was assessed using Bland-Altman analysis. Subgroup analyses were conducted based on BMI, age, and time of wearing, among other factors. The association between accelerometry (expressed in gravitational units, g) and HR accuracy was analyzed to assess the impact of bodily movement on measurement accuracy. A blinded pediatric cardiologist analyzed Hexoskin shirt data for rhythm classification. Patient satisfaction was measured using a 5-point Likert scale questionnaire.

Results: A total of 31 participants (mean age 13.2, SD 3.6 y; n=14, 45% female) and 36 participants (mean age 13.3, SD 3.9 y) were included for the CardioWatch and Hexoskin measurements, respectively. Mean accuracy was 84.8% (SD 8.7%) for the CardioWatch and 87.4% (SD 11%) for the Hexoskin shirt. Hexoskin shirt accuracy was notably higher in the first 12 hours (94.9%, SD 7.4%) compared to the latter 12 (80%, SD 16.7%; P<.001). Higher accuracy was observed at lower HRs (low vs high HR: CardioWatch: 90.9%, SD 9.3% vs 79%, SD 10.6%; P<.001 and Hexoskin shirt: 90.6%, SD 14% vs 84.5, SD 11.8%; P<.001). Both wearables demonstrated good agreement in their HR measurement with Holter readings (CardioWatch bias: -1.4 beats per minute [BPM]; 95% limits of agreement [LoA] -18.8 to 16.0. Hexoskin shirt bias: -1.1 BPM; 95% LoA -19.5 to 17.4). HR measurement accuracy declined during more intense bodily movements. Correct classification of the Hexoskin's shirt rhythm recordings was achieved in 86% (31/36) of cases. Patient satisfaction scores were significantly higher for both the CardioWatch (median 3.8, range 3.5-4.3; P<.001) and Hexoskin shirt (median 3.7, range 3.0-4.0; P<.001) compared to the Holter (median 2.6, range 2.1-3.2).

Conclusions: The Corsano CardioWatch and Hexoskin shirt demonstrate good accuracy in pediatric HR monitoring and provide higher patient comfort than conventional monitoring. Both wearables show good agreement in relation to the gold standard device. However, measurement accuracy declines with increasing bodily movement and higher heart rates. More research is needed to explore the underlying causes for these inaccuracies and how to counteract them. The Hexoskin shirt also shows potential in arrhythmia detection. While further development is warranted, these wearables show promise in enhancing diagnostics, therapeutic monitoring, and patient safety in pediatric cardiology.

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儿童心脏病患者可穿戴式心率追踪器的验证和准确性:前瞻性队列研究
背景:与传统的心率监测相比,可穿戴设备具有延长监测时间、提高患者舒适度和易用性等优点,因此在儿科心脏病学中越来越多地用于心率(HR)监测。然而,它们在这一人群中的有效性是有限的。目的:本研究旨在评估两种可穿戴设备Corsano CardioWatch手环和Hexoskin智能衬衫在儿童心脏病门诊的HR准确性和有效性,探讨影响准确性的因素、Hexoskin智能衬衫的心律失常检测效果和患者满意度。方法:对有24小时动态心电图监测指征的儿童,配备24小时动态心电图(ECG;金标准),并配备两种可穿戴设备。HR准确性定义为HR在Holter值的10%以内的百分比,并使用Bland-Altman分析评估一致性。亚组分析基于BMI、年龄、穿着时间以及其他因素。我们分析了加速度测量(以重力单位g表示)与HR精度之间的关系,以评估身体运动对测量精度的影响。一名盲法儿科心脏病专家分析了Hexoskin衬衫的节律分类数据。采用李克特5分制问卷测量患者满意度。结果:共有31名参与者(平均年龄13.2,标准差3.6 y; n=14, 45%为女性)和36名参与者(平均年龄13.3,标准差3.9 y)分别被纳入CardioWatch和Hexoskin测量。CardioWatch的平均准确率为84.8% (SD 8.7%), Hexoskin衬衫的平均准确率为87.4% (SD 11%)。Hexoskin t恤在前12小时的准确性(94.9%,SD 7.4%)明显高于后12小时(80%,SD 16.7%)。结论:Corsano CardioWatch和Hexoskin t恤在儿童HR监测中具有良好的准确性,并且比常规监测提供更高的患者舒适度。这两款可穿戴设备都与黄金标准设备表现出了良好的一致性。然而,测量的准确性随着身体运动的增加和心率的提高而下降。需要更多的研究来探索这些不准确的潜在原因以及如何抵消它们。Hexoskin衬衫也显示出心律失常检测的潜力。虽然需要进一步发展,但这些可穿戴设备在加强儿科心脏病学的诊断、治疗监测和患者安全方面显示出了希望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
JMIR Formative Research
JMIR Formative Research Medicine-Medicine (miscellaneous)
CiteScore
2.70
自引率
9.10%
发文量
579
审稿时长
12 weeks
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