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

Sleep staging is an important part of diagnosing the different types of sleep-related disorders
because any discrepancies in the sleep scoring process may cause serious health problems …

Our current diagnostic methods for treatment planning in Psychiatry and
Neurodevelopmental Disabilities leave room for improvement, and null results in clinical …

Sleep is important part for human health and quality of life in the daily routine basis.
However, numerous individuals face sleep problems due to rapid changes occurred in both …

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 …

Many classical methods have been used in automatic sleep stage classification but few
methods explore deep learning. Meanwhile, most deep learning methods require extensive …

Quality sleep is one of the integral parts of the human body, which gives proper rest to the
body. It directly promotes and supports maintaining good health, both physically and …

The main contribution of this paper is to present a novel approach for classifying the sleep
stages based on optimal feature selection with ensemble learning stacking model using …

Manual inspection of sleep staging is one of the critical challenges for the last few years
because it is a time-consuming process, laborious task, and also gives a heavy burden to …

Sleep is essential for people health and well-being. However, numerous individuals face
sleep problems. These problems can lead to several neurological and physical disorder …