Sleep is essential to maintain the physical and mental fitness of a living being. An irregular
sleep cycle may cause extreme drowsiness, snoring and sleep interruptions, leading to …

Sleep disorder is a symptom of many neurological diseases that may significantly affect the
quality of daily life. Traditional methods are time-consuming and involve the manual scoring …

Sleep is a key aspect of the body's recuperation, memory integration and consolidation
processes, as well as a vital part of overall health. Early discovery of sleep related disorders …

Sleep is vital for our body's physical restoration, but sleep disorders can cause various
problems. Determining sleep stages is essential for diagnosing and curing such disorders …

Sleep is a passive activity that has a major impact on our bodies. Sleep is also a
fundamental necessity in life. Given that in this day and age many changes have occurred …

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 …

Sleep is an essential criterion for health. However, sleep disorders degrade the sleep
quality. Hence, to diagnose sleep disorders, sleep monitoring is crucial. The cyclic …

Sleep is vital for one's general well-being, but it is often neglected, which has led to an
increase in sleep disorders worldwide. Indicators of sleep disorders, such as sleep …

Sleep is essential for human physical and mental health. Sleep disorders are a significant
threat to human health, and a large number of people in the world suffer from sleep …

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