Optimising Sleep Stage Detection Using a Minimal Non‐EEG Physiological Signal Set and Deep Learning
ABSTRACT Automatic sleep stage classification is essential for enabling non‐invasive, at‐home monitoring. However, current methods often rely on electroencephalogram (EEG) signals and ad‐hoc development approaches that limit reproducibility. We present a reproducible engineering framework for a deep learning model based on the U‐Net architecture that ...
Ángel Serrano Alarcón +4 more
wiley +1 more source
Adjunctive bright light therapy to enhance continuous positive airway pressure adherence in patients with comorbid major depressive disorder and obstructive sleep apnoea syndrome: study protocol for a randomised sham-controlled trial. [PDF]
El Azzaoui H +8 more
europepmc +1 more source
ABSTRACT While previous research has identified emotional dysregulation and repetitive thinking as contributors to insomnia, the interplay between these factors remains unclear. Building upon data previously collected in our laboratory, this exploratory study extends prior findings by examining the mediating role of rumination, worry and rapid eye ...
Samantha Mombelli +6 more
wiley +1 more source
Respiratory mechanic instability in evaluating the effectiveness of adenotonsillectomy for pediatric obstructive sleep apnea. [PDF]
Choi JH, Lee Y, Shin S, Ha TK, Lee SA.
europepmc +1 more source
Scheduling a 10‐h sleep opportunity (sleep extension) in elite youth athletes increased total sleep time by approximately 1 h compared to normal sleep. Cognitive performance on an inhibitory control task (20‐min colour multisource interference task; cMSIT) improved after sleep extension, and this was accompanied by an overall lower perception of ...
Giorgio Varesco +6 more
wiley +1 more source
Current Evidence on the Role of Pediatric Dentists in the Multidisciplinary Management of Pediatric Obstructive Sleep Apnea. [PDF]
Lo Giudice A +5 more
europepmc +1 more source
ABSTRACT Treating obstructive sleep apnea (OSA) has been shown to improve concomitant insomnia symptoms, but whether treating OSA translates into reducing sedative medication use is unknown. We evaluated the association between initiating incident positive airway pressure (PAP) therapy and continued benzodiazepine drug receipt among chronic ...
Nicholas T. Vozoris +3 more
wiley +1 more source
Clinical and Anthropometric Correlates of Polysomnography-Defined Severity in Obstructive Sleep Apnea Syndrome. [PDF]
Topaloglu ES +4 more
europepmc +1 more source
Feasibility and clinical utility of daytime polysomnography performed in NICU to diagnose sleep disordered breathing in infants [PDF]
Dimple Goel +11 more
openalex +1 more source
Increased p‐Tau181 Levels After Overnight Wakefulness Are Associated With Neuroticism in Young Women
Overnight wakefulness, mimicking night shift conditions, impaired morning vigilance in healthy, reproductive‐aged women, regardless of estradiol or neuroticism. However, the overnight wakefulness‐related rise in the Alzheimer's disease blood biomarker p‐Tau181 was greater in women with higher neuroticism, suggesting that neurobiological vulnerability ...
Diana A. Nôga +14 more
wiley +1 more source

