Neurology

Sleep Disorders

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

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Showing 358-378 of 2,814 articles
eegFloss: A Python package for refining sleep EEG recordings using machine learning models

Electroencephalography (EEG) allows monitoring of brain activity, providing insights into the func...

Ultra-low-power System-on-Chip for automated screening of central apnea and hypopnea via chin electromyography.

Central Apnea (CA) and Central Hypopnea (CH) are sleep disorders arising from the brain's inability ...

Jul 2025 40435670
Mobile Sleep Stage Analysis Using Multichannel Wearable Devices Integrated with Stretchable Transparent Electrodes.

The prevalence of sleep disorders in the aging population and the importance of sleep quality for he...

Jun 2025 40373282
Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM

Accurate sleep stage classification is essential for diagnosing sleep disorders, particularly in a...

Altered cerebral functional activity and its associated genetic profiles underlying chronic insomnia disorder before and after treatment.

OBJECTIVES: The resting-state cerebral functional activity underlying chronic insomnia disorder (CID...

Jun 2025 40384005
A case study on generative artificial intelligence to extract the fundamental sleep parameters from polysomnography notes.

UNLABELLED: Generative artificial intelligence utilizing transformer technology is widely seen as a ...

(1)
Jun 2025 40012317
Diagnostic accuracy of machine learning algorithms in electrocardiogram-based sleep apnea detection: A systematic review and meta-analysis.

Sleep apnea is a prevalent disorder affecting 10 % of middle-aged individuals, yet it remains underd...

Jun 2025 40349509
Intelligent Incident Hypertension Prediction in Obstructive Sleep Apnea

Obstructive sleep apnea (OSA) is a significant risk factor for hypertension, primarily due to inte...

Self-GIVE: Associative Thinking from Limited Structured Knowledge for Enhanced Large Language Model Reasoning

When addressing complex questions that require new information, people often associate the questio...

Sleep Position Classification using Transfer Learning for Bed-based Pressure Sensors

Bed-based pressure-sensitive mats (PSMs) offer a non-intrusive way of monitoring patients during s...

Fatigue and management of warfighter mental endurance.

Mental fatigue (MF) is a psychobiological state induced by prolonged exertion that has the potential...

May 2025 40350202
Wearable sleep recording augmented by artificial intelligence for Alzheimer's disease screening.

The recent emergence of wearable devices will enable large scale remote brain monitoring. This study...

May 2025 40346113
The combination of physiology and machine learning for prediction of CPAP pressure and residual AHI in OSA.

STUDY OBJECTIVES: Continuous positive airway pressure (CPAP) is the treatment of choice for obstruct...

May 2025 39745438
On Aggregation Queries over Predicted Nearest Neighbors

We introduce Aggregation Queries over Nearest Neighbors (AQNNs), a novel type of aggregation queri...

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Mortality risk assessment using deep learning-based frequency analysis of electroencephalography and electrooculography in sleep.

STUDY OBJECTIVES: To assess whether the frequency content of electroencephalography (EEG) and electr...

(3)
Feb 2025 39301948
What radio waves tell us about sleep!

The ability to assess sleep at home, capture sleep stages, and detect the occurrence of apnea (witho...

Jan 2025 39155830
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