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基于纺织品的可穿戴设备用于监测儿科人群的心脏活动:一项试点研究。

Textile-based Wearable to Monitor Heart Activity in Paediatric Population: A Pilot Study.

作者信息

Montazeri Ghahjaverstan Nasim, Balmer-Minnes Diana, Taghibeyglou Behrad, Moineau Bastien, Chaves Gabriela, Alizadeh-Meghrazi Milad, Cifra Barbara, Jeewa Aamir, Yadollahi Azadeh

机构信息

Sleep Research Laboratory, KITE-Toronto Rehabilitation Institute, University Health Network Toronto, Toronto, Ontario, Canada.

Institute of Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada.

出版信息

CJC Pediatr Congenit Heart Dis. 2023 May 30;2(4):187-195. doi: 10.1016/j.cjcpc.2023.05.007. eCollection 2023 Aug.

Abstract

BACKGROUND

Cardiac monitoring for children with heart disease still employs common clinical techniques that require visits to hospital either in an ambulatory or inpatient setting. Frequent cardiac monitoring, such as heart rate monitoring, can limit children's physical activity and quality of life. The main objective of this study is to evaluate the performance of a textile-based device (SKIIN) in measuring heart rate (HR) in different tasks: lying down, sitting, standing, exercising, and cooling down.

METHODS

Twenty participants including healthy children and children with heart disease were included in this study. The difference between the HRs recorded by the SKIIN was compared with a reference electrocardiogram collection by normalized root mean squared error. Participants completed a questionnaire on their experience wearing the textile device with additional parental feedback on the textile device collected.

RESULTS

Participants had the median age of 14 years (range: 10-17 years), with body mass index 23.1 ± 3.8 kg/m and body surface area 1.70 ± 0.25 m. The HR recorded by SKIIN and reference system significantly changes between tasks ( < 0.001), while not significantly different from each other ( > 0.05). The normalized root mean squared error was 3.8% ± 3.0% and 3.6% ± 3.7% for healthy and the heart disease groups, respectively. All participants found the textile device non-irritating and easy to wear.

CONCLUSIONS

This study provides proof of concept that HR can be robustly and conveniently monitored by smart textiles, with similar accuracy to standard-of-care devices.

摘要

背景

对患有心脏病的儿童进行心脏监测仍采用常见的临床技术,这需要在门诊或住院环境中前往医院。频繁的心脏监测,如心率监测,会限制儿童的身体活动和生活质量。本研究的主要目的是评估一种基于纺织品的设备(SKIIN)在不同任务(躺下、坐着、站立、锻炼和恢复)中测量心率(HR)的性能。

方法

本研究纳入了20名参与者,包括健康儿童和患有心脏病的儿童。将SKIIN记录的心率与通过归一化均方根误差收集的参考心电图之间的差异进行比较。参与者完成了一份关于佩戴该纺织品设备体验的问卷,并收集了家长对该纺织品设备的额外反馈。

结果

参与者的中位年龄为14岁(范围:10 - 17岁),体重指数为23.1±3.8kg/m,体表面积为1.70±0.25m。SKIIN记录的心率和参考系统记录的心率在不同任务之间有显著变化(<0.001),但彼此之间无显著差异(>0.05)。健康组和心脏病组的归一化均方根误差分别为3.8%±3.0%和3.6%±3.7%。所有参与者都觉得该纺织品设备无刺激性且易于佩戴。

结论

本研究提供了概念验证,即智能纺织品可以强大且方便地监测心率,其准确性与护理标准设备相似。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/89e1/10642137/0262dfef3ced/gr1.jpg

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