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Consumer sleep monitors: is there a baby in the bathwater?

机译:消费者睡眠监测器:洗澡水中有婴儿吗?

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摘要

The rapid expansion of consumer sleep devices is outpacing the validation data necessary to assess the potential use of these devices in clinical and research settings. Common sleep monitoring devices utilize a variety of sensors to track movement as well as cardiac and respiratory physiology. The variety of sensors and user-specific factors offer the potential, at least theoretically, for clinically relevant information. We describe the current challenges for interpretation of consumer sleep monitoring data, since the devices are mainly used in non-medical contexts (consumer use) although medically-definable sleep disorders may commonly occur in this setting. A framework for addressing questions of how certain devices might be useful is offered. We suggest that multistage validation efforts are crucially needed, from the level of sensor data and algorithm output, to extrapolations beyond healthy adults and into other populations and real-world environments.
机译:消费者睡眠设备的快速扩展超过了评估这些设备在临床和研究环境中的潜在使用所必需的验证数据。普通的睡眠监测设备利用各种传感器来跟踪运动以及心脏和呼吸生理。至少在理论上,各种传感器和用户特定因素为临床相关信息提供了潜力。我们描述了解释消费者睡眠监测数据的当前挑战,因为该设备主要用于非医疗环境(消费者使用),尽管在这种情况下通常可发生可定义医学的睡眠障碍。提供了用于解决某些设备可能有用的问题的框架。我们建议从传感器数据和算法输出的水平到健康成年人,其他人群和现实环境的外推,迫切需要进行多阶段验证。

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