Testing of Wearable Monitors in a Real-World Hospital Environment: What Lessons Can Be Learnt?

T. Bonnici, Christina Orphanidou, D. Vallance, Alexander Darrell, L. Tarassenko
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引用次数: 42

Abstract

If wearable sensors are to play a significant role in monitoring the vital signs of hospitalised patients they need to be accepted by doctors and other healthcare workers. To gain this acceptance, evidence of their effectiveness needs to be demonstrated in clinical trials. In this pragmatic feasibility study four commercially-available, CE-marked sensors were combined into three monitoring systems and used to record the electrocardiograms (ECGs) and photoplethysmograms (PPGs) of 31 hospitalised patients, to determine whether the sensors could collect vital sign data reliably enough for use in larger clinical trials. Patients were asked to wear the sensors for 24 hours. Out of the 31 studies, on only 3 occasions did any of the monitoring systems manage to record both ECG and PPG data for the full 24-hour duration. The causes for the failure of sensors to record data from in-hospital patients consistently are discussed and a clinical perspective is given on the design features needed for a sensor to be usable in a hospital setting.
在真实的医院环境中测试可穿戴式监视器:我们可以从中吸取什么教训?
如果可穿戴传感器要在监测住院病人的生命体征方面发挥重要作用,它们需要被医生和其他医护人员接受。为了获得这种认可,需要在临床试验中证明它们的有效性。在这项实用的可行性研究中,将四个商用ce标记的传感器组合成三个监测系统,用于记录31名住院患者的心电图(ECGs)和光电体积描记图(PPGs),以确定传感器是否能够可靠地收集生命体征数据,以便在更大规模的临床试验中使用。患者被要求佩戴传感器24小时。在这31项研究中,只有3次监测系统能够记录24小时内的心电图和PPG数据。本文讨论了传感器无法持续记录住院患者数据的原因,并从临床角度阐述了传感器在医院环境中可用所需的设计特征。
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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