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Neurology Subcategories: Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders

Showing 316-336 of 2,743 articles

A novel deep learning model for obstructive sleep apnea diagnosis: hybrid CNN-Transformer approach for radar-based detection of apnea-hypopnea events.

STUDY OBJECTIVES: The demand for cost-effective and accessible alternatives to polysomnography (PSG)...

Dec 2024 39115132

EEG Spectral Analysis in Gray Zone Between Healthy and Insomnia

This study investigates the sleep characteristics and brain activity of individuals in the gray zo...

Nov 2024 http://arxiv.org/abs/2411.09875v1

Improving snore detection under limited dataset through harmonic/percussive source separation and convolutional neural networks

Snoring, an acoustic biomarker commonly observed in individuals with Obstructive Sleep Apnoea Synd...

Oct 2024 http://arxiv.org/abs/2410.23796v1

Combining a wireless radar sleep monitoring device with deep machine learning techniques to assess obstructive sleep apnea severity.

STUDY OBJECTIVES: The gold standard for diagnosing obstructive sleep apnea (OSA) is polysomnography ...

Aug 2024 38546033

[Constructing a cataplexy face prediction model for narcolepsy type 1 based on ResNet-18].

To establish a prediction model for the identifying of cataplexy facial features based on clinical ...

Jul 2024 38978380

Predicting Obstructive Sleep Apnea Based on Computed Tomography Scans Using Deep Learning Models.

The incidence of clinically undiagnosed obstructive sleep apnea (OSA) is high among the general pop...

Jul 2024 38471111

Heterogeneous Effects of Continuous Positive Airway Pressure in Non-Sleepy Obstructive Sleep Apnea on Cardiovascular Disease Outcomes: Machine Learning Analysis of the ISAACC Trial (ECSACT Study).

Randomized controlled trials of continuous positive airway pressure (CPAP) therapy for cardiovascul...

Jul 2024 38358332

Ensemble Learning Approaches for Automatic Detection of Chronic Kidney Disease Stages during Sleep.

This study investigates the use of ensemble learning methods for the automatic detection of chronic ...

Jul 2024 40039046

Sleep structure discriminates patients with isolated REM sleep behavior disorder: a deep learning approach.

Rapid eye movement (REM) sleep behavior disorder (RBD) is a disorder characterized by increased musc...

Jul 2024 40039123

Predicting Sleep Quality via Unsupervised Learning of Cardiac Activity.

While highly important for a person's mood, productivity, and physical performance, perceived sleep ...

Jul 2024 40039685

Toward personalized care for insomnia in the US Army: a machine learning model to predict response to cognitive behavioral therapy for insomnia.

STUDY OBJECTIVES: The standard of care for military personnel with insomnia is cognitive behavioral ...

Jun 2024 38300822

Evaluating insomnia queries from an artificial intelligence chatbot for patient education.

STUDY OBJECTIVES: We evaluated the accuracy of ChatGPT in addressing insomnia-related queries for pa...

Apr 2024 38217478

Standardized image-based polysomnography database and deep learning algorithm for sleep-stage classification.

STUDY OBJECTIVES: Polysomnography (PSG) scoring is labor-intensive, subjective, and often ambiguous....

Dec 2023 37703391

A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea.

Characterization of sleep stages is essential in the diagnosis of sleep-related disorders but relies...

Jul 2023 38082822

Enhancing OSA Assessment with Explainable AI.

Explainable Artificial Intelligence (xAI) is a rapidly growing field that focuses on making deep lea...

Jul 2023 38083271

Identification of Sleep Patterns via Clustering of Hypnodensities.

Sleep patterns vary widely between individuals. We explore methods for identifying populations exhib...

Jul 2023 38083670

[Single-channel electroencephalogram signal used for sleep state recognition based on one-dimensional width kernel convolutional neural networks and long-short-term memory networks].

Aiming at the problem that the unbalanced distribution of data in sleep electroencephalogram(EEG) si...

Dec 2022 36575077

Neurology

Browse Categories

A novel deep learning model for obstructive sleep apnea diagnosis: hybrid CNN-Transformer approach for radar-based detection of apnea-hypopnea events.

EEG Spectral Analysis in Gray Zone Between Healthy and Insomnia

Improving snore detection under limited dataset through harmonic/percussive source separation and convolutional neural networks

Combining a wireless radar sleep monitoring device with deep machine learning techniques to assess obstructive sleep apnea severity.

[Constructing a cataplexy face prediction model for narcolepsy type 1 based on ResNet-18].

Predicting Obstructive Sleep Apnea Based on Computed Tomography Scans Using Deep Learning Models.

Heterogeneous Effects of Continuous Positive Airway Pressure in Non-Sleepy Obstructive Sleep Apnea on Cardiovascular Disease Outcomes: Machine Learning Analysis of the ISAACC Trial (ECSACT Study).

Ensemble Learning Approaches for Automatic Detection of Chronic Kidney Disease Stages during Sleep.

Sleep structure discriminates patients with isolated REM sleep behavior disorder: a deep learning approach.

Predicting Sleep Quality via Unsupervised Learning of Cardiac Activity.

Toward personalized care for insomnia in the US Army: a machine learning model to predict response to cognitive behavioral therapy for insomnia.

Evaluating insomnia queries from an artificial intelligence chatbot for patient education.

Standardized image-based polysomnography database and deep learning algorithm for sleep-stage classification.

A deep learning model based on the combination of convolutional and recurrent neural networks to enhance pulse oximetry ability to classify sleep stages in children with sleep apnea.

Enhancing OSA Assessment with Explainable AI.

Identification of Sleep Patterns via Clustering of Hypnodensities.

[Single-channel electroencephalogram signal used for sleep state recognition based on one-dimensional width kernel convolutional neural networks and long-short-term memory networks].

Self-Organizing Maps for Contrastive Embeddings of Sleep Recordings.

Classification of Sleep-Wake State in Ballistocardiogram system based on Deep Learning.

[Discrimination of Chin Electromyography in REM Sleep Behavior Disorder Using Deep Learning].

Conventional Machine Learning Methods Applied to the Automatic Diagnosis of Sleep Apnea.

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