Sleep staging has a very important role in diagnosing patients with sleep disorders. In
general, this task is very time-consuming for physicians to perform. Deep learning shows …

Air quality conditions are now more severe in the Jakarta area that is among the world's top
eight worst cities according to the 2022 Air Quality Index (AQI) report. In particular, the data …

The temporal context information between sleep stage sequence contains sleep transition
rules, which is important for improving sleep staging performance. Existing multi-task …

Electroencephalography (EEG), as a non-invasive and real-time tool for monitoring brain
activity, is commonly used for assessing the depth of anesthesia. This study aims to predict …

Disorders of consciousness (DOCs) are often related to serious changes in sleep structure.
This paper presents a sleep evaluation algorithm that scores the sleep structure of DOC …

Sleep staging is an indispensable indicator for measuring sleep quality and evaluating
sleep disorders. Deep learning methods have been successfully applied to automatic sleep …

Sleep staging is the basis for assessing sleep quality. In the process of scoring each sleep
stage, some automatic sleep staging models often fail to effectively capture the more …

Sleep staging serves as a critical basis for assessing sleep quality and diagnosing sleep
disorders in clinical practice. Most existing methods rely solely on a single channel for sleep …

Automatic sleep scoring systems have being much more attention in last decades. Whereas
a wide variety of studies have been used in this subject area, the accuracies are still under …

Uyku, metabolizmayı yavaşlatarak vücudu rahatlatır ve dinlendirir, uyandığımızda fiziksel
olarak daha güçlü ve zinde olmamızı sağlar. Ancak insanlarda meydana gelebilecek bir …