[HTML][HTML] Accuracy of wristband Fitbit models in assessing sleep: systematic review and meta-analysis
S Haghayegh, S Khoshnevis, MH Smolensky… - Journal of medical …, 2019 - jmir.org
Background Wearable sleep monitors are of high interest to consumers and researchers
because of their ability to provide estimation of sleep patterns in free-living conditions in a …
because of their ability to provide estimation of sleep patterns in free-living conditions in a …
The future of sleep measurements: a review and perspective
ES Arnardottir, AS Islind… - Sleep medicine clinics, 2021 - sleep.theclinics.com
Sleep assessment depends both on the subjective experience of the individual and
objective measurements, which are traditionally collected through an overnight sleep study …
objective measurements, which are traditionally collected through an overnight sleep study …
Performance of four commercial wearable sleep-tracking devices tested under unrestricted conditions at home in healthy young adults
ED Chinoy, JA Cuellar, JT Jameson… - Nature and Science of …, 2022 - Taylor & Francis
Purpose Commercial wearable sleep-tracking devices are growing in popularity and in
recent studies have performed well against gold standard sleep measurement techniques …
recent studies have performed well against gold standard sleep measurement techniques …
Effect of wearables on sleep in healthy individuals: a randomized crossover trial and validation study
S Berryhill, CJ Morton, A Dean, A Berryhill… - Journal of Clinical …, 2020 - jcsm.aasm.org
Study Objectives: The purpose of this study was to determine whether a wearable sleep-
tracker improves perceived sleep quality in healthy participants and to test whether …
tracker improves perceived sleep quality in healthy participants and to test whether …
Meta-analysis of age and actigraphy-assessed sleep characteristics across the lifespan
Abstract Study Objectives Sleep quantity and continuity vary across the lifespan. Actigraphy
is a reliable and widely used behavioral measure of sleep in research and personal health …
is a reliable and widely used behavioral measure of sleep in research and personal health …
[HTML][HTML] Quality of sleep data validation from the Xiaomi Mi Band 5 against polysomnography: comparison study
P Concheiro-Moscoso, B Groba… - Journal of Medical …, 2023 - jmir.org
Background Polysomnography is the gold standard for measuring and detecting sleep
patterns. In recent years, activity wristbands have become popular because they record …
patterns. In recent years, activity wristbands have become popular because they record …
Analysis of data from wearable sensors for sleep quality estimation and prediction using deep learning
Wearable devices such as smartwatches, wristbands, GPS shoes are increasingly used for
fitness and wellness as they allow users to monitor their daily health. These devices have …
fitness and wellness as they allow users to monitor their daily health. These devices have …
Validation of Zulu watch against polysomnography and actigraphy for on-wrist sleep-wake determination and sleep-depth estimation
Traditional measures of sleep or commercial wearables may not be ideal for use in
operational environments. The Zulu watch is a commercial sleep-tracking device designed …
operational environments. The Zulu watch is a commercial sleep-tracking device designed …
Evaluation of a low-cost commercial actigraph and its potential use in detecting cultural variations in physical activity and sleep
The purpose of the present study was to evaluate the performance of a low-cost commercial
smartwatch, the Xiaomi Mi Band (MB), in extracting physical activity and sleep-related …
smartwatch, the Xiaomi Mi Band (MB), in extracting physical activity and sleep-related …
[HTML][HTML] Quality evaluation of free-living validation studies for the assessment of 24-hour physical behavior in adults via wearables: systematic review
Background Wearable technology is a leading fitness trend in the growing commercial
industry and an established method for collecting 24-hour physical behavior data in …
industry and an established method for collecting 24-hour physical behavior data in …