Purpose Sleep apnea (SA) is highly prevalent, but under diagnosed due to inaccessibility of
sleep testing. To address this issue, portable devices for home sleep testing have been …

Automated sleep apnea detection and severity identification has largely focused on
multivariate sensor data in the past two decades. Clinically too, sleep apnea is identified …

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 is a prevalent sleep disorder that poses a significant public health concern.
Polysomnography, the gold standard for detecting sleep apnea, is costly and time …

Sleep apnea is defined as a breathing disorder that affects sleep. Early detection of sleep
apnea helps doctors to take intervention for patients to prevent sleep apnea. Manually …

Identifying sleep problem severity from overnight polysomnography (PSG) recordings plays
an important role in diagnosing and treating sleep disorders such as the Obstructive Sleep …

Early screening for the Obstructive Sleep Apnea (OSA), especially the first grade of Apnea-
Hypopnea Index (AHI), can reduce risk and improve the effectiveness of timely treatment …

Obstructive sleep apnea (OSA) is a breathing-related chronic disease in which the soft
palate and tongue collapse and block the upper airway for at least 10 s during sleep. It can …

Background Polysomnography (PSG) is the gold standard for detecting obstructive sleep
apnea (OSA). However, this technique has many disadvantages when using it outside the …

Sleep apnea impacts one billion people worldwide and if left untreated, increases risk for
stroke by two times, and risk for cardiovascular mortality by five times. Traditional sleep …