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A Smartwatch-Based Framework for Real-Time and Online Assessment and Mobility Monitoring

机译:基于SmartWatch的实时和在线评估和移动监控框架

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摘要

Pervasive computing is changing the monitoring landscape for patients to communicate their healthcare information in real-time to clinicians and researchers. We developed a framework based on a smartwatch application allowing researchers to execute a study that is customized to their needs. The application is configured to collect patient generated data in remote settings from both sensor-based (location and movement) and user-reported health factors through the visual display. For example, data are used to investigate concurrent symptoms and mobility patterns in free-living conditions. To support the collection and analysis of this data in a robust and scalable fashion, we have developed an event driven, serverless computing platform using Amazon cloud services. This system also allows multiple campaigns to run concurrently each under the auspices of a different researcher. The framework is ideal for harnessing and scaling the utilization of smart wearable devices in research and clinical settings.
机译:普遍的计算正在改变患者的监测景观,以实时向临床医生和研究人员将其医疗保健信息传达。我们开发了一个基于SmartWatch应用程序的框架,允许研究人员执行为其需求定制的研究。该应用程序被配置为通过视觉显示将患者基于传感器(位置和移动)和用户报告的运行状况从遥控设置中生成的数据收集。例如,数据用于调查自由生活条件中的并发症状和移动模式。为了支持以强大而可扩展的方式支持此数据的收集和分析,我们开发了一个使用Amazon Cloud Services的活动驱动,无服务器计算平台。该系统还允许多个广告系列在不同研究人员的主持下同时运行。该框架是利用和缩放研究和临床环境中的智能可穿戴设备的利用的理想选择。

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