Background Although approximately 13% of adolescents suffer from Major Depressive
Disorder (MDD), and many adolescents have reported sleep disturbances, the relationship …

Sleep apnea is a common disorder that can cause pauses in breathing and can last from a
few seconds to several minutes, as well as shallow breathing or complete cessation of …

Aims Sleep loss and irregular sleep patterns in adolescents are major public health
concerns in the modern society. This study aimed to explore the associations between short …

Objective Sleep is a natural activity of humans that affects physical and mental health;
therefore, sleep disturbance may lead to fatigue and lower productivity. This study examined …

Background Sleep disorders, such as obstructive sleep apnea (OSA), comorbid insomnia
and sleep apnea (COMISA), and insomnia are common and can have serious health …

Depression prevalence increases significantly during adolescence/early adulthood.
Depression in youth may present suicidal ideation, while suicide represents the leading …

Background Objective biomarkers are crucial for overcoming the clinical dilemma in major
depressive disorder (MDD), and the individualized diagnosis is essential to facilitate the …

Anxiety and depression are common psychiatric conditions associated with significant
morbidity and healthcare costs. Sleep is an evolutionarily conserved health state. Anxiety …

Prediction models try to use available data to forecast a health condition or outcome that has
not yet been observed. Prediction is most useful in clinical practice, but it is also employed in …

Background Psychopathology research mainly focused on the cross-sectional and
longitudinal associations between personality and psychiatric disorders without considering …