For almost 50 years, sleep laboratories around the world have been collecting massive
amounts of polysomnographic (PSG) physiological data to diagnose sleep disorders, the …

Sleep staging is a vital process conducted in order to analyze polysomnographic data. To
facilitate prompt interpretation of these recordings, many automatic sleep staging methods …

Epilepsy, a fatal neurological disorder, has been emerged as a worldwide problem and is
one of the major risks to human lives. There exists an urgent need for an efficient technique …

In recent years, research on automated sleep analysis has witnessed significant growth,
reflecting advancements in understanding sleep patterns and their impact on overall health …

Sleep staging is one of the most important parts of sleep assessment and it has an important
role in early diagnosis and intervention of sleep disorders. Manual sleep staging requires a …

Obstructive sleep apnea has been associated with cognitive impairment and may be linked
to disorders of cognitive function. These associations may be a result of intermittent …

Electro-encephalography (EEG) and electro-oculography (EOG) are methods of
electrophysiological monitoring that have potentially fruitful applications in neuroscience …

This paper presents a systematic review of automatic sleep staging studies.
Polysomnographic (PSG) data is used for the study of sleep staging. The benchmark for …

Sleep stage classification is essential in evaluating sleep quality. Sleep disorders disrupt the
periodicity of sleep stages, especially the common obstructive sleep apnea (OSA). Many …

In the recent years analysis of Electroencephalogram (EEG) signal has played vital role in
automatic sleep scoring technique. Classification of sleep stages help in understanding …