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 …

Sleep stages classification is one of the new topics in studying human life quality because it
plays a crucial role in getting a healthy lifestyle. Abnormal changes or absence of normal …

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 …

Polysomnography (PSG)-based sleep stage scoring is time-consuming and it suffers from
variability in results. With the help of automated PSG scoring, which is based on deep …

To improve applicability of automatic sleep staging an efficient subject-independent method
is proposed with application in sleep–wake detection and in multiclass sleep staging …

Sleep is a period of rest that is essential for functional learning ability, mental health, and
even the performance of normal activities. Insomnia, sleep apnea, and restless legs are all …

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 …

Overnight polysomnography (PSG) is the gold standard tool used to characterize sleep and
for diagnosing sleep disorders. PSG is a non-invasive procedure that collects various …

Objective The study aims to develop an automatic sleep scoring method by fusing different
polysomnography (PSG) signals and further to investigate PSG signals' contribution to the …

Purpose: Sleep is a subconscious state, and the brain is active during it. Automatic
classification of sleep stages can help identify various diseases. In recent years, automatic …