A standardized framework for testing the performance of sleep-tracking technology: step-by-step guidelines and open-source code
Sleep-tracking devices, particularly within the consumer sleep technology (CST) space, are
increasingly used in both research and clinical settings, providing new opportunities for …
increasingly used in both research and clinical settings, providing new opportunities for …
Performance of seven consumer sleep-tracking devices compared with polysomnography
ED Chinoy, JA Cuellar, KE Huwa, JT Jameson… - Sleep, 2021 - academic.oup.com
Abstract Study Objectives Consumer sleep-tracking devices are widely used and becoming
more technologically advanced, creating strong interest from researchers and clinicians for …
more technologically advanced, creating strong interest from researchers and clinicians for …
Consumer sleep technology: an American Academy of Sleep Medicine position statement
S Khosla, MC Deak, D Gault, CA Goldstein… - Journal of clinical …, 2018 - jcsm.aasm.org
Consumer sleep technologies (CSTs) are widespread applications and devices that purport
to measure and even improve sleep. Sleep clinicians may frequently encounter CST in …
to measure and even improve sleep. Sleep clinicians may frequently encounter CST in …
Consumer sleep tracking devices: a review of mechanisms, validity and utility
BP Kolla, S Mansukhani… - Expert review of medical …, 2016 - Taylor & Francis
Consumer sleep tracking devices such as fitness trackers and smartphone apps have
become increasingly popular. These devices claim to measure the sleep duration of their …
become increasingly popular. These devices claim to measure the sleep duration of their …
[HTML][HTML] Rigorous performance evaluation (previously,“validation”) for informed use of new technologies for sleep health measurement
New sleep technologies have become pervasive in the consumer space, and are becoming
highly common in research and clinical sleep settings. The rapid, widespread use of largely …
highly common in research and clinical sleep settings. The rapid, widespread use of largely …
[HTML][HTML] 40 years of actigraphy in sleep medicine and current state of the art algorithms
For the last 40 years, actigraphy or wearable accelerometry has provided an objective, low-
burden and ecologically valid approach to assess real-world sleep and circadian patterns …
burden and ecologically valid approach to assess real-world sleep and circadian patterns …
[HTML][HTML] About the accuracy and problems of consumer devices in the assessment of sleep
Commercial sleep devices and mobile-phone applications for scoring sleep are gaining
ground. In order to provide reliable information about the quantity and/or quality of sleep …
ground. In order to provide reliable information about the quantity and/or quality of sleep …
Objective measurements of sleep for non‐laboratory settings as alternatives to polysomnography–a systematic review
ATM Van de Water, A Holmes… - Journal of sleep …, 2011 - Wiley Online Library
Sleep disturbance influences human health. To examine sleep patterns, it is advisable to
utilize valid subjective and objective measures. Laboratory‐based polysomnography (PSG) …
utilize valid subjective and objective measures. Laboratory‐based polysomnography (PSG) …
Validation of sleep-tracking technology compared with polysomnography in adolescents
Abstract Study Objectives: To evaluate the accuracy in measuring nighttime sleep of a
fitness tracker (Jawbone UP) compared to polysomnography (PSG). Design: Jawbone UP …
fitness tracker (Jawbone UP) compared to polysomnography (PSG). Design: Jawbone UP …
Promises and challenges in the use of consumer-grade devices for sleep monitoring
S Roomkham, D Lovell, J Cheung… - IEEE reviews in …, 2018 - ieeexplore.ieee.org
The market for smartphones, smartwatches, and wearable devices is booming. In recent
years, individuals and researchers have used these devices as additional tools to monitor …
years, individuals and researchers have used these devices as additional tools to monitor …
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