Neurology

Sleep Disorders

Latest AI and machine learning research in sleep disorders for healthcare professionals.

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Showing 316-336 of 2,814 articles
Application of a validated HPLC-PDA method for the determination of melatonin content and its release from poly(lactic acid) nanoparticles.

Melatonin is a natural hormone and with the advancement of age its production declines and thereby m...

May 2017 29404064
Correlates of sleep quality in midlife and beyond: a machine learning analysis.

OBJECTIVES: In older adults, traditional metrics derived from polysomnography (PSG) are not well cor...

Mar 2017 28522086
Diagnostic value of sleep stage dissociation as visualized on a 2-dimensional sleep state space in human narcolepsy.

BACKGROUND: Type 1 narcolepsy (NT1) is characterized by symptoms believed to represent Rapid Eye Mov...

Feb 2017 28219726
Deep Learning and Insomnia: Assisting Clinicians With Their Diagnosis.

Effective sleep analysis is hampered by the lack of automated tools catering to disordered sleep pat...

(1)
Jan 2017 28092583
Automatic Diagnosis of Obstructive Sleep Apnea/Hypopnea Events Using Respiratory Signals.

Obstructive sleep apnea is a sleep disorder which may lead to various results. While some studies us...

Oct 2016 27761843
A Prognosis Tool Based on Fuzzy Anthropometric and Questionnaire Data for Obstructive Sleep Apnea Severity.

Obstructive sleep apnea (OSA) are linked to the augmented risk of morbidity and mortality. Although ...

Mar 2016 26932370
Estimating the dim light melatonin onset of adolescents within a 6-h sampling window: the impact of sampling rate and threshold method.

OBJECTIVE/BACKGROUND: Circadian rhythm sleep-wake disorders (CRSWDs) often manifest during the adole...

(2)
Dec 2015 27318227
Clinical course of H1N1-vaccine-related narcolepsy.

OBJECTIVE: To follow and analyze the clinical course and quality of life of Pandemrix H1N1-vaccine-r...

(1)
Nov 2015 27198942
Relationship between obstructive sleep apnea cardiac complications and sleepiness in children with Down syndrome.

OBJECTIVE/BACKGROUND: Children with Down syndrome (DS) have a high rate of pulmonary hypertension an...

Oct 2015 26847969
Sleep stage classification with ECG and respiratory effort.

Automatic sleep stage classification with cardiorespiratory signals has attracted increasing attenti...

(2)
Aug 2015 26289580
Automatic detection of sleep apnea based on EEG detrended fluctuation analysis and support vector machine.

Sleep apnea syndrome (SAS) is prevalent in individuals and recently, there are many studies focus on...

Feb 2015 25663167
On Sleep-Wake Disorder Identification from Polysomnographic Representations

Self-supervised polysomnography foundation models (PSG FMs) aim to capture clinically useful informa...

(1)
DyssomniaNN: Multi-Scale Spiking Neural Modeling of Human Sleep Disorders and Perceived Restedness

Clinical sleep medicine repeatedly documents profound divergences between objective sleep duration a...

(2)
SemPSG: A Semantic Channel-Aware Foundation Model for Polysomnography Analysis

Polysomnography (PSG) integrates multiple physiological signals to provide a comprehensive character...

Evaluating computational assays of chronic fatigue using UK Biobank data

Chronic fatigue, characterized by persistent physical and/or mental exhaustion, is a frequent and de...

Rethinking PPG-based Sleep Staging: Datasets, Metrics, and Benchmarks

Automated sleep staging assigns discrete stage labels to successive time epochs throughout an overni...

Comparison of multiple video tracking-based behavioral summary approaches for compound discrimination

The rapidly increasing number of video tracking-based behavioral summary tools and methods raises th...

Deep Learning Approaches for Sleep Apnea Classification from Polysomnographic EEG Signals

Sleep apnea diagnosis via polysomnography remains resource intensive and relies on time consuming ma...

Vision-Based Automated Severity Rating of REM Sleep Behavior Disorder: From Heuristic Features to Foundation Models

Automated severity rating of rapid eye movement (REM) sleep behavior disorder (RBD) movements would ...

Interpretable Concept-Guided Polynomial Tabular Kolmogorov-Arnold Network for EEG-Based Mild Cognitive Impairment Detection

Early and scalable detection of mild cognitive impairment (MCI) remains an unresolved clinical chall...

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