Latest AI and machine learning research in sleep disorders for healthcare professionals.
BACKGROUND: Insomnia, a common mental health issue, is characterized by brain hyperarousal and diffi...
Automatic sleep staging from single-channel electroencephalography (EEG) using artificial intelligen...
Obstructive sleep apnea (OSA) and related hypoxia are well-established cardiovascular and neurocogni...
The objective of this study was to compare twenty-six polysomnography (PSG) parameters between the g...
Polysomnography is the standard method for sleep stage classification; however, it is costly and req...
Electroencephalogram (EEG) signals are a popular tool to analyze sleep patterns. Cyclic alternating ...
Parasomnias are abnormal behaviours or mental experiences during sleep or the sleep-wake transition....
Cortical arousals are brief brain activations that disrupt sleep continuity and contribute to cardio...
Obstructive sleep apnea-hypopnea syndrome (OSAHS) is one of the most common sleep disorders affectin...
In the task of automatic sleep stage classification, deep learning models often face the challenge o...
Narcolepsy is a chronic neurodegenerative disorder defined by the selective loss of orexin-producing...
Conventional sleep staging categorises sleep into discrete stages, which may not capture the continu...
Obstructive Sleep Apnea (OSA) is a common disorder characterized by repeated airway collapse during ...
PURPOSE: Accurately identifying sleep states (REM, NREM, and Wake) and brief awakenings (arousals) i...
Noise is a major global environmental issue that raises concerns about both mental and physical heal...
Sleep apnea diagnosis relies on polysomnography (PSG), which is resource-intensive and requires manu...
This study explores the development of a deep learning model using a neck-wearable piezoelectric sen...
INTRODUCTION: Insomnia in shift workers has distinctive features due to circadian rhythm disruption ...
Obstructive sleep apnea (OSA) is a prevalent sleep disorder. Accurate sleep staging is one of the pr...
The growing number of well-established use (WEU) applications was reported by the Coordination Group...
Artificial intelligence (AI) is revolutionizing clinical neurophysiology (CNP), particularly in its ...