Wearable sleep-tracking technology is of growing use in the sleep and circadian fields,
including for applications across other disciplines, inclusive of a variety of disease states …

The need for innovation in the healthcare sector is essential to meet the demand of a rapidly
growing population and the advent of progressive chronic ailments. Over the last decade …

Goal and aims Our objective was to evaluate the performance of Belun Ring with second-
generation deep learning algorithms in obstructive sleep apnea (OSA) detection, OSA …

Abstract Study Objectives In-laboratory polysomnography is the current gold standard for
objective sleep measurements in clinical trials, but this does not capture night-to-night …

Purpose To evaluate the validity and the reliability of the Oura Ring Generation 3 (Gen3)
with Oura Sleep Staging Algorithm 2.0 (OSSA 2.0) through multi-night polysomnography …

Goal and aims Compare the accuracy and reliability of sleep/wake classification between
the Fitbit Charge 3 and the Micro Motionlogger actigraph when applying either the Cole …

Study Objectives: Although wrist-worn consumer wearables are widely used for home sleep
monitoring, few have been validated. It is unclear whether consumer wearables could be an …

Purpose Previous studies have found that many commercial wearable devices can
accurately track sleep-wake patterns in laboratory or home settings. However, nearly all …

Many countries around the world are facing a shortage of healthcare resources, especially
during the post-epidemic era, leading to a dramatic increase in the need for self-detection …

Several stress‐related mental disorders are characterised by disturbed sleep, but objective
sleep biomarkers are not routinely examined in psychiatric patients. We examined the use of …