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Wireless Sensor-Dependent Ecological Momentary Assessment for Pediatric Asthma mHealth Applications

机译:小儿哮喘健康应用中基于无线传感器的生态矩评估

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摘要

Pediatric asthma is a prevalent chronic disease condition that can benefit from wireless health systems through constant symptom management. In this paper, we propose a smart watch based wireless health system that incorporates wireless sensing and ecological momentary assessment (EMA) to determine an individual's asthma symptoms. Since asthma is a multifaceted disease, this approach provides individualized symptom assessments through various physiological and environmental wireless sensor based EMA triggers specific to common asthma exacerbations. Furthermore, the approach described here improves compliance to use of the system through insightful EMA scheduling related to sensor detected environmental and physiological changes, as well as the patient's own schedule. After testing under several real world conditions, it was found that the system is sensitive to both physiological and environmental conditions that would cause asthma symptoms. Furthermore, the EMA questionnaires that were triggered based on these changes were specific to the asthma trigger itself, allowing for invaluable context behind the data to be collected.
机译:小儿哮喘是一种普遍的慢性疾病,可以通过持续的症状管理从无线医疗系统中受益。在本文中,我们提出了一种基于智能手表的无线健康系统,该系统结合了无线传感和生态瞬时评估(EMA)来确定个人的哮喘症状。由于哮喘是一种多方面的疾病,因此该方法通过各种基于生理和环境无线传感器的EMA触发条件提供了针对常见哮喘发作的个性化症状评估。此外,此处描述的方法通过与传感器检测到的环境和生理变化以及患者自己的日程安排相关的有洞察力的EMA日程安排,提高了系统使用的依从性。在几种实际条件下进行测试后,发现该系统对可能引起哮喘症状的生理和环境条件均敏感。此外,基于这些变化而触发的EMA调查表特定于哮喘触发因素本身,从而允许收集数据背后的宝贵内容。

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