Sleep apnea is a common sleep disorder that causes repeated breathing interruption during
sleep. The performance of automated apnea detection methods based on respiratory …

Many works in recent years have been focused on developing a portable and less
expensive system for diagnosing patients with obstructive sleep apnea (OSA), instead of …

In this paper, we aimed to analyze and review various deep-learning approaches for
obstructive sleep apnea (OSA) detection using single-channel ECG. The aim is to …

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 …

Sleep apnea is a common sleep breathing disorder (SBD) in which patients suffer from
stopping or decreasing airflow to the lungs for more than 10 sec. Accurate detection of sleep …

Sleep apnea is a common respiratory disorder characterized by breathing pauses during the
night. Consequences of untreated sleep apnea can be severe. Still, many people remain …

Sleep Apnea (SA) is a prevalent sleep disorder with multifaceted etiologies that can have
severe consequences for patients. Diagnosing SA traditionally relies on the in-laboratory …

Although sleep apnea is one of the most prevalent sleep disorders, most patients remain
undiagnosed and untreated. The gold standard for sleep apnea diagnosis …

Sleep apnea (SA) is a common sleep-related breathing disorder that can occur hundreds of
times per night and can lead to catastrophic cardiovascular and neurological disorders if it …

Insufficient alveolar ventilation during the course of a night's sleep results in hypopnea,
which is characterized by a greater than 50% reduction in respiratory airflow. However …