Recommendations for Assessment of the Reliability, Sensitivity, and Validity of Data Provided by Wearable Sensors Designed for Monitoring Physical Activity
Recommendations for Assessment of the Reliability, Sensitivity, and Validity of Data Provided by Wearable Sensors Designed for Monitoring Physical Activity
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关于评估用于监测身体活动的可穿戴传感器所提供数据的可靠性、敏感性和有效性的建议
DOI：
10.2196/mhealth.9341
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发表时间：
2018-04-01
影响因子：
5
通讯作者：
Sperlich, Billy
中科院分区：
文献类型：
--
作者：
Dueking, Peter;Fuss, Franz Konstantin;Sperlich, Billy
虽然使用可穿戴传感器技术（可穿戴设备）监测与训练、恢复和健康相关的参数变得越来越流行，但对这些数据的可靠性、灵敏度和有效性的科学评估是有限的，并且在可用的情况下，涉及各种各样的方法。为了提高可穿戴设备收集的数据的可信度并促进比较，我们概述了标准化评估的建议。我们讨论了可穿戴设备本身，以及实验和统计考虑。遵守这些建议不仅对个人有益，而且对监管机构和保险公司也有益。
Although it is becoming increasingly popular to monitor parameters related to training, recovery, and health with wearable sensor technology (wearables), scientific evaluation of the reliability, sensitivity, and validity of such data is limited and, where available, has involved a wide variety of approaches. To improve the trustworthiness of data collected by wearables and facilitate comparisons, we have outlined recommendations for standardized evaluation. We discuss the wearable devices themselves, as well as experimental and statistical considerations. Adherence to these recommendations should be beneficial not only for the individual, but also for regulatory organizations and insurance companies.