Sleep Medicine Research

Review Article 2026 March 31 Automated Detection of Sleep Disorders Using Ensemble Learning on Clinical and Behavioral Features
Sleep disorders impact human health and their well-being which thereby necessitate an accurate and efficient diagnosing approach. Although traditionally, these disorders are diagnosed using clinical interviews, polysomnography test, etc., but they are time-consuming and costly. ...

Original Article 2026 March 31 The Effect of Continuous Positive Airway Pressure on Clinical Outcomes in Stroke Patients With Obstructive Sleep Apnea: A Systematic Review and Meta-Analysis
Background and Objective Obstructive sleep apnea (OSA) and stroke share a bidirectional relationship, where OSA increases stroke risk, and stroke predisposes patients to OSA. Continuous positive airway pressure (CPAP) is the gold standard therapy for OSA. This systematic review ...

Original Article 2026 March 31 Melatonin as a Chronobiotic Intervention for Advancing Sleep Timing and Enhancing Sleep Quality in Delayed Sleep-Wake Phase Disorder: A Systematic Review and Meta-Analysis on Randomized Controlled Trials Studies
Background and Objective Delayed Sleep-Wake Phase Disorder (DSWPD) is a sleep disorder that causes difficulty falling asleep, leading to functional impairment in daily activities. This review study analyzes the effectiveness of exogenous melatonin through the optimal timing of m...