基于纺织品的可穿戴设备监测儿科人群的心脏活动:一项试点研究

Nasim Montazeri Ghahjaverstan PhD , Diana Balmer-Minnes MSc , Behrad Taghibeyglou MSc , Bastien Moineau PhD , Gabriela Chaves PhD , Milad Alizadeh-Meghrazi PhD , Barbara Cifra MD , Aamir Jeewa MB BCh , Azadeh Yadollahi PhD
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引用次数: 1

摘要

背景心脏病儿童的心脏监测仍然采用常见的临床技术,需要在门诊或住院环境中就诊。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基于纺织品的设备(SKIN)在不同任务中测量心率(HR)的性能:躺下、坐着、站着、锻炼和冷却。方法本研究包括20名健康儿童和患有心脏病的儿童。通过归一化均方根误差将SKIN记录的HR之间的差异与参考心电图采集进行比较。参与者完成了一份关于他们佩戴纺织设备经历的问卷,并收集了家长对纺织设备的额外反馈。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/m2,体表面积为1.70±0.25m2。SKIN和参考系统记录的HR在任务之间有显著变化(P<;0.001),但彼此之间没有显著差异(P>;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%。所有参与者都发现该纺织设备无刺激性且易于佩戴。结论该研究证明了智能纺织品可以可靠、方便地监测HR,其准确性与标准护理设备相似。
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Textile-based Wearable to Monitor Heart Activity in Paediatric Population: A Pilot Study

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/m2 and body surface area 1.70 ± 0.25 m2. The HR recorded by SKIIN and reference system significantly changes between tasks (P < 0.001), while not significantly different from each other (P > 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.

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