Sleep specialists often conduct manual sleep stage scoring by visually inspecting the
patient's neurophysiological signals collected at sleep labs. This is, generally, a very difficult …

Background and objective: Proper scoring of sleep stages can give clinical information on
diagnosing patients with sleep disorders. Since traditional visual scoring of the entire sleep …

Motor imagery-based brain–computer interaction (MI-BCI) converts human neural activity
into computational information, often used as commands, by recognizing …

Sleep apnea syndrome (SAS) is a disorder in which respiratory airflow frequently stops
during sleep. Alterations in electroencephalogram (EEG) signal are one of the physiological …

The market for smartphones, smartwatches, and wearable devices is booming. In recent
years, individuals and researchers have used these devices as additional tools to monitor …

Sleep apnea, a serious sleep disorder affecting a large population, causes disruptions in
breathing during sleep. In this paper, an automatic apnea detection scheme is proposed …

Nowadays, analyzing EEG signals has made it easy to diagnose many sleep-related
breathing disorders such as Obstructive Sleep Apnea (OSA), which is a potentially serious …

Hypopnea refers to the state in which insufficient alveolar ventilation during night sleep
decreases the respiratory airflow by more than 50% of the airflow. However, sleep apnea is …

Sleep apnea syndrome is one the most prevalent sleep disorders. The accurate diagnosis
and treatment of apnea by physicians can help to avoid its destructive effects in the long …

Sleep apnea is a potentially serious sleep disorder characterised by abnormal pauses in
breathing. Electroencephalogram (EEG) signal analysis plays an important role for detecting …