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Performance of the Verily Study Watch for measuring sleep compared to polysomnography

Authors :
Sohrab Saeb
Benjamin W. Nelson
Poulami Barman
Nishant Verma
Hannah Allen
Massimiliano de Zambotti
Fiona C. Baker
Nicole Arra
Niranjan Sridhar
Shannon S. Sullivan
Scooter Plowman
Erin Rainaldi
Ritu Kapur
Sooyoon Shin
Source :
Frontiers in Sleep, Vol 3 (2024)
Publication Year :
2024
Publisher :
Frontiers Media S.A., 2024.

Abstract

IntroductionThis study evaluated the performance of a wrist-worn wearable, Verily Study Watch (VSW), in detecting key sleep measures against polysomnography (PSG).MethodsWe collected data from 41 adults without obstructive sleep apnea or insomnia during a single overnight laboratory visit. We evaluated epoch-by-epoch performance for sleep vs. wake classification, sleep stage classification and duration, total sleep time (TST), wake after sleep onset (WASO), sleep onset latency (SOL), sleep efficiency (SE), and number of awakenings (NAWK). Performance metrics included sensitivity, specificity, Cohen's kappa, and Bland-Altman analyses.ResultsSensitivity and specificity (95% CIs) of sleep vs. wake classification were 0.97 (0.96, 0.98) and 0.70 (0.66, 0.74), respectively. Cohen's kappa (95% CI) for 4-class stage detection was 0.64 (0.18, 0.82). Most VSW sleep measures had proportional bias. The mean bias values (95% CI) were 14.0 min (5.55, 23.20) for TST, −13.1 min (−21.33, −6.21) for WASO, 2.97% (1.25, 4.84) for SE, −1.34 min (−7.29, 4.81) for SOL, 1.91 min (−8.28, 11.98) for light sleep duration, 5.24 min (−3.35, 14.13) for deep sleep duration, and 6.39 min (−0.68, 13.18) for REM sleep duration. Mean and median NAWK count differences (95% CI) were 0.05 (−0.42, 0.53) and 0.0 (0.0, 0.0), respectively.DiscussionResults support applying the VSW to track overnight sleep measures in free-living settings. Registered at clinicaltrials.gov (NCT05276362).

Details

Language :
English
ISSN :
28132890
Volume :
3
Database :
Directory of Open Access Journals
Journal :
Frontiers in Sleep
Publication Type :
Academic Journal
Accession number :
edsdoj.727a2eefd01e4a2bb88d0daf1e002ecb
Document Type :
article
Full Text :
https://doi.org/10.3389/frsle.2024.1481878