Objective: Polysomnography is typically used to evaluate the severity of obstructive sleep
apnea (OSA) but the inconvenience of application and high cost considerably affect the …

Screening and assessment for obstructive sleep apnea hypopnea syndrome (OSAHS) has
attracted growing attention to improve the life of patients with sleep apnea. The gold …

Obstructive sleep apnea (OSA) is a common sleep disorder. As a gold standard to detect
OSA, the polysomnography (PSG) is widely used. However, the acquisition of nighttime PSG …

Obstructive sleep apnea (OSA) is a chronic and prevalent condition with well-established
comorbidities. However, many severe cases remain undiagnosed due to poor access to …

Objective. Obstructive sleep apnea (OSA) is a high-incidence disease that is seriously
harmful and potentially dangerous. The objective of this study was to develop a noncontact …

Purpose This study aimed to propose a novel deep-learning method for automatic sleep
apneic event detection and thus to estimate the apnea hypopnea index (AHI) and identify …

Obstructive sleep apnea (OSA) is a common sleep disorder. The diagnosis of OSA based on
snoring is low-cost, convenient and non-invasive. In this study, we place a microphone …

The current gold standard of Obstructive Sleep Apnea (OSA) diagnosis involves the use of a
Polysomnography (PSG) system which requires the patient to stay in the hospital for …

Sleep apnea (SA) is a common sleep disorder characterized by respiratory disturbance
during sleep. Polysomnography (PSG) is the gold standard for apnea diagnosis, but it is time …

Abstract Background/Objective: Automatic apnea/hypopnea events classification, crucial for
clinical applications, often faces challenges, particularly in hypopnea detection. This study …