[HTML][HTML] Review and perspective on sleep-disordered breathing research and translation to clinics
Sleep-disordered breathing, ranging from habitual snoring to severe obstructive sleep
apnea, is a prevalent public health issue. Despite rising interest in sleep and awareness of …
apnea, is a prevalent public health issue. Despite rising interest in sleep and awareness of …
Translation of obstructive sleep apnea pathophysiology and phenotypes to personalized treatment: a narrative review
Obstructive Sleep Apnea (OSA) arises due to periodic blockage of the upper airway (UA)
during sleep, as negative pressure generated during inspiration overcomes the force …
during sleep, as negative pressure generated during inspiration overcomes the force …
Multicentre sleep‐stage scoring agreement in the Sleep Revolution project
Determining sleep stages accurately is an important part of the diagnostic process for
numerous sleep disorders. However, as the sleep stage scoring is done manually following …
numerous sleep disorders. However, as the sleep stage scoring is done manually following …
Multi‐centre arousal scoring agreement in the Sleep Revolution
We investigated arousal scoring agreement within full‐night polysomnography in a multi‐
centre setting. Ten expert scorers from seven centres annotated 50 polysomnograms using …
centre setting. Ten expert scorers from seven centres annotated 50 polysomnograms using …
An algorithmic approach to identification of gray areas: Analysis of sleep scoring expert ensemble non agreement areas using a multinomial mixture model
Abstract Machine learning (ML) models have become a key component in modern world
services. In decision-making domains where human expertise is crucial, for example, for …
services. In decision-making domains where human expertise is crucial, for example, for …
Anomaly detection in sleep: detecting mouth breathing in children
Identifying mouth breathing during sleep in a reliable, non-invasive way is challenging and
currently not included in sleep studies. However, it has a high clinical relevance in …
currently not included in sleep studies. However, it has a high clinical relevance in …
Systematic item content and overlap analysis of self-reported multiple sleep disorder screening questionnaires in adults
Sleep disorders are defined on the basis of diagnostic criteria presented in medical
classifications. However, no consensus has emerged on the exact list of operational …
classifications. However, no consensus has emerged on the exact list of operational …
CPAP therapy for obstructive sleep apnoea: persisting challenges in outcome assessment
Extract A recently published report prepared for the Agency for Healthcare Research and
Quality (AHRQ) of the US Department of Health and Human Services concluded that the …
Quality (AHRQ) of the US Department of Health and Human Services concluded that the …
Self‐applied somnography: technical feasibility of electroencephalography and electro‐oculography signal characteristics in sleep staging of suspected sleep …
M Rusanen, H Korkalainen… - Journal of Sleep …, 2024 - Wiley Online Library
Sleep recordings are increasingly being conducted in patients' homes where patients apply
the sensors themselves according to instructions. However, certain sensor types such as …
the sensors themselves according to instructions. However, certain sensor types such as …
Retrospective validation of automatic sleep analysis with grey areas model for human‐in‐the‐loop scoring approach
State‐of‐the‐art automatic sleep staging methods have demonstrated comparable reliability
and superior time efficiency to manual sleep staging. However, fully automatic black‐box …
and superior time efficiency to manual sleep staging. However, fully automatic black‐box …