Background Sleep and circadian disruption are associated with depression onset and
severity, but it is unclear which features (eg, sleep duration, chronotype) are important and …

Background This study aims to examine the associations and interaction effects of sleep
duration and trouble sleeping on depressive symptoms among US adults. Methods National …

Sleep disorder is a disease that can be categorized as both an emotional and physical
problem. It imposes several difficulties and problems, such as distress during the day, sleep …

Objective This study aims to explore the relationship between sleep patterns and depressive
symptoms among adolescents, examining variations in depressive symptoms across …

Objective Depression is very common and harmful in patients with obstructive sleep apnea
hypopnea syndrome (OSAHS). It is necessary to screen OSAHS patients for depression …

Depression and anxiety are negative emotional states familiar to us all through personal
experience. Less familiar are severe states of depression, in particular, which can actually …

Background Little is known about the differential influences of between-and within-person
effects of depression as well as its long-term impacts on sleep problems in adolescents. This …

Sleep disorders significantly impact public health, but their detection is often complicated by
the multifaceted nature of causative factors. This study investigates the efficacy of various …

BackgroundDepression even at the subclinical level is often accompanied by sleep
disturbances, but little is known about the dynamics of the sleep stages in relation to …

Deep learning methods have gained significant attention in sleep science. This study aimed
to assess the performance of a deep learning-based sleep stage classification model …