Neurology

Sleep Disorders

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

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Showing 64-84 of 2,814 articles
Peripheral and central immune features in insomnia: Integrative bulk and single-cell transcriptomic analyses reveal core hub genes and candidate compounds.

Insomnia is closely associated with immune dysregulation, yet the overall pattern of peripheral-cent...

(2)
Jun 2026 42265520
Artificial intelligence in sleep diagnostics for children under 2 years of age: state of the evidence and future directions.

BACKGROUND: Artificial intelligence (AI) has advanced rapidly in adult sleep medicine, but its role ...

Jun 2026 42270115
Quantitative sleep EEG identifies CSF core biomarker-related subgroups in Alzheimer's disease.

Early detection and biological characterization of Alzheimer's disease (AD) remain challenging, as c...

(1)
Jun 2026 42249255
Non-contact on-device detection of obstructive sleep apnea from infrared video.

Obstructive sleep apnea (OSA) affects nearly one billion people worldwide, yet most cases remain und...

(1)
Jun 2026 42243134
Substance-induced manic psychosis in which delusions were corroborated by a chatbot - case report.

BACKGROUND: This case describes a substance-induced manic episode with psychotic features in which i...

(1)
Jun 2026 42243814
Week-ahead prediction of depressive episodes using wearable-derived circadian biomarkers: A multicenter deep learning study with risk-based operating thresholds.

Early detection of depressive episodes is important because shorter duration of untreated illness is...

(2)
Jun 2026 42242428
Integration of Transcriptomics With Interpretable Artificial Intelligence for Identifying Molecular Signatures of Physiological Stress in Sleep Deprivation.

Sleep deprivation induces systemic physiological stress accompanied by transcriptomic remodelling an...

(2)
Jun 2026 42216239
Artificial intelligence in emergency mechanical ventilation: a prospective observational comparison with emergency physician ventilator settings.

BACKGROUND: Artificial intelligence (AI) has the potential to support clinicians in high-risk and co...

(1)
May 2026 42210075
Machine learning-assisted meta-analysis reveals melatonin crosstalk regulating plant growth plasticity under heavy metal stress.

Heavy metal (HM) pollution is a traditional and ongoing global ecological issue that requires contin...

(1)
May 2026 42203996
Predicting sleep state from continuous positive airway pressure flow in patients with obstructive sleep apnea.

INTRODUCTION: The first line treatment for obstructive sleep apnea (OSA) is continuous positive airw...

(2)
May 2026 42235319
Features and functionality of the Iterapi platform for internet-based psychological treatments: An update.

Internet-based cognitive behaviour therapy (ICBT) is now a well-established treatment modality suppo...

(2)
May 2026 42237994
A Two-Stage Questionnaire and Actigraphy Screening for iRBD in a Multicenter Retrospective Cohort.

OBJECTIVE: Isolated rapid-eye-movement sleep behavior disorder is a prodromal marker of synucleinopa...

(1)
May 2026 42174686
[Automated analysis of mandibular movements for the screening of obstructive sleep apnea].

INTRODUCTION: Obstructive sleep apnea syndrome (OSAS) is a highly prevalent condition, particularly ...

(1)
May 2026 42168007
The Brain Imaging and Neurophysiology Dataset of large-scale multimodal neural data.

The Brain Imaging and Neurophysiology Dataset (BIND) represents one of the largest multi-institution...

(1)
May 2026 42168237
A Multi-Feature Fusion Framework for Automated Classification of Obstructive and Central Hypopneas in Polysomnography.

OBJECTIVE: This study aims to develop and validate a fully automated, interpretable machine learning...

May 2026 42160246
A Multimodal Learning Framework for Detecting Systemic Hypertension in Sleep Apnea Patients Using ECG and PPG Signals.

Systemic hypertension (HTN) is a major cardiovascular comorbidity in patients with obstructive sleep...

(4)
May 2026 42154719
Connected parents, connected children: the relationship of smartphone, social media, and AI with parenting and children's tech consumption in Türkiye.

BACKGROUND: The objective of this study is to investigate parental utilization of smartphones, engag...

May 2026 42144607
Sleep loss overrides sleep-preparatory behavior to promote sleep.

In the period preceding sleep, humans and other animals display a stereotyped repertoire of behavior...

(2)
May 2026 42149983
Exploration and validation of potential diagnostic biomarkers of PANoptosis in periodontitis using bioinformatics approaches.

BACKGROUND: Periodontitis represents a chronic inflammatory disease resulting from the interaction b...

(1)
May 2026 42172897
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