People with sleep apnea (SA) are at increased risk of having stroke and cardiovascular
diseases. Polysomnography (PSG) is used to detect SA. This paper conducts feature …

Sleep apnea (SA) is a common sleep disorder which could impair the human physiological
system. Therefore, early diagnosis of SA is of great interest. The traditional method of …

Sleep apnea (SA) is among the most common sleep-related disorders, which is defined as
the interruption of airflow in the airways for at least 10 s. Apnea can lead to different types of …

Introduction: Obstructive sleep apnea (OSA) can cause serious health problems such as
hypertension or cardiovascular disease. The manual detection of apnea is a time …

Obstructive sleep apnea (OSA) is a common sleep disorder that causes pauses of breathing
due to repetitive obstruction of the upper airways of the respiratory system. The effect of this …

Sleep apnea is a relatively prevalent breathing disorder characterized by temporary
interruptions in airflow during sleep. There are 2 major types of sleep apnea. Obstructive …

This paper presents a new feature selection method based on the changes in out-of-bag
(OOB) Cohen kappa values of a random forest (RF) classifier, which was tested on the …

This work aims to develop a minimally obtrusive simple system for the automatic detection
and classification of sleep apnea (SA) events using the single-channel abdomen respiratory …

Sleep apnea is a disease that occurs due to the decrease in oxygen saturation in the blood
and directly affects people's lives. Detection of sleep apnea is crucial for assessing sleep …

Motivation and objective Obstructive sleep apnea (OSA) is a sleep disorder identified in
nearly 10% of middle-aged people, which deteriorates the normal functioning of human …