Correctly classifying the sleep stages is essential for analyzing sleep quality and diagnosing
sleep disorders. This research article aims to explore the classification performance of state …

Single-channel electroencephalography (EEG) is the most popular choice of sensing
modality in sleep staging studies because it widely conforms to sleep staging guidelines …

Increasingly prevalent sleep disorders worldwide significantly affect the well-being of
individuals. Sleep disorder can be detected by dividing sleep into different stages. Hence …

Sleep staging is one of the important methods for the diagnosis of the different types of sleep-
related diseases. Manual inspection of sleep scoring is a very time-consuming process …

The background and goal of this research are to address the importance of sleep in our
lifestyle and health. To analyze sleep problems, legitimate scoring of sleep stages is …

Sleep plays a vital role in maintaining good physical and mental health. Improper sleep
causes many critical diseases; sleep-related disorders are significant global challenges. The …

Sleep disorders have increasingly impacted healthy lifestyles. Accurate scoring of sleep
stages is crucial for diagnosing patients with sleep disorders. The precision of sleep staging …

This work attempts to design an effective sleep staging system, making the best use of the
available signals, strategies, and features in the literature. It must not only perform well on …

Sleep is one of the most vital yet often underrated components of human health. Sleep
studies are crucial for unearthing various abnormalities associated with sleep, widely …

A decision support system for automated detection of sleep stages can alleviate the burden
of medical professionals of manually annotating a large bulk of data, expedite sleep disorder …