Adherence to a garment-adhered respiratory force monitor in patients with advanced COPD

N. Moraveji, M. Holt, J. Hollenbach, R. Murray, Hadley White, M. Crocker
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引用次数: 1

Abstract

Anticipating adverse events among chronic respiratory disease patients may benefit from remote respiratory monitoring. However, capturing granular respiratory features continuously previously required body-worn sensors devices not suitable for long-term wear. Long monitoring periods are required given to the chronic nature of chronic respiratory diseases. This study evaluates adherence to the health tag physiological sensing form factor. This is a class of devices adhered to the inside of a patient's undergarment as an affordance for adherence, but which also provides on-body contact to produce robust respiratory data. 94 individuals with moderate to severe COPD were enrolled in a 9-month remote monitoring study. The mean enrollment period was 5.3 months (SD=3.5 months). The device yielded an overall daily adherence rate of 87% (SD=20%). The presence of two groups of participants emerged, novelty and sustained, providing additional support for a 90-day novelty period for wearable devices, found in prior research. The group that sustained enrollment past the novelty period was characterized by an increased proportion of device wear time. The study indicates that long-term, remote respiratory monitoring of advanced COPD patients is feasible and can produce respiratory features beyond rate alone. Such datasets could be used to train models that potentially identify respiratory deterioration preceding adverse events.
晚期慢性阻塞性肺病患者穿戴式呼吸力监测仪的依从性
预测慢性呼吸道疾病患者的不良事件可能受益于远程呼吸监测。然而,连续捕捉颗粒状呼吸特征以前需要身体穿戴式传感器设备,不适合长期佩戴。鉴于慢性呼吸道疾病的慢性性质,需要长时间的监测。本研究评估健康标签生理感应形状因子的依从性。这是一种附着在病人内衣内部的设备,作为附着的辅助,但它也提供了身体接触,以产生强大的呼吸数据。94名中度至重度COPD患者参加了一项为期9个月的远程监测研究。平均入组时间为5.3个月(SD=3.5个月)。该装置的总每日依从率为87% (SD=20%)。在之前的研究中发现,出现了两组参与者,新颖性和持续性,为可穿戴设备90天的新颖性提供了额外的支持。在新奇期后继续登记的那一组的特点是设备佩戴时间的比例增加。该研究表明,对晚期COPD患者进行长期、远程呼吸监测是可行的,并且可以产生超出单独呼吸率的呼吸特征。这样的数据集可以用来训练潜在的识别呼吸恶化之前的不良事件的模型。
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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