Neurology

Sleep Disorders

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

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Showing 190-210 of 2,814 articles
SleepECG-Net: Explainable Deep Learning Approach With ECG for Pediatric Sleep Apnea Diagnosis.

Obstructive sleep apnea (OSA) in children is a prevalent and serious respiratory condition linked to...

Feb 2025 39527413
Explainable AI-driven scalogram analysis and optimized transfer learning for sleep apnea detection with single-lead electrocardiograms.

Sleep apnea, a fatal sleep disorder causing repetitive respiratory cessation, requires immediate int...

(1)
Feb 2025 39923592
S4Sleep: Elucidating the design space of deep-learning-based sleep stage classification models.

Machine-learning-based automatic sleep stage scoring is a promising approach to enhance the time-con...

(2)
Feb 2025 39904100
Applying Natural Language Processing Techniques to Map Trends in Insomnia Treatment Terms on the r/Insomnia Subreddit: Infodemiology Study.

BACKGROUND: People share health-related experiences and treatments, such as for insomnia, in digital...

Jan 2025 39786862
Machine learning-based forecast of Helmet-CPAP therapy failure in Acute Respiratory Distress Syndrome patients.

BACKGROUND AND OBJECTIVE: Helmet-Continuous Positive Airway Pressure (H-CPAP) is a non-invasive resp...

Dec 2024 39787918
Screening prediction models using artificial intelligence for moderate-to-severe obstructive sleep apnea in patients with acute ischemic stroke.

BACKGROUND: Obstructive sleep apnea (OSA) is common after stroke. Still, routine screening of OSA wi...

Dec 2024 39722420
Efficient Screening in Obstructive Sleep Apnea Using Sequential Machine Learning Models, Questionnaires, and Pulse Oximetry Signals: Mixed Methods Study.

BACKGROUND: Obstructive sleep apnea (OSA) is a prevalent sleep disorder characterized by frequent pa...

Dec 2024 39699950
Effects of melatonin on the mitogen-activated protein kinase signaling genes in hypoxic Leydig cells.

Leydig cells play a crucial role in male reproductive physiology, and their dysfunction is often ass...

Dec 2024 39816634
Enhancing automatic sleep stage classification with cerebellar EEG and machine learning techniques.

Sleep disorders have become a significant health concern in modern society. To investigate and diagn...

Dec 2024 39662316
SiCRNN: A Siamese Approach for Sleep Apnea Identification via Tracheal Microphone Signals.

Sleep apnea syndrome (SAS) affects about 3-7% of the global population, but is often undiagnosed. It...

Dec 2024 39686318
CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging.

Sleep staging is essential for sleep assessment and plays an important role in disease diagnosis, wh...

(2)
Dec 2024 38990749
Artificial intelligence facial recognition of obstructive sleep apnea: a Bayesian meta-analysis.

PURPOSE: Conventional obstructive sleep apnea (OSA) diagnosis via polysomnography can be costly and ...

(1)
Nov 2024 39614959
Comparison analysis between standard polysomnographic data and in-ear-electroencephalography signals: a preliminary study.

STUDY OBJECTIVES: Polysomnography (PSG) currently serves as the benchmark for evaluating sleep disor...

Nov 2024 39735738
Detection of Sleep Apnea Using Wearable AI: Systematic Review and Meta-Analysis.

BACKGROUND: Early detection of sleep apnea, the health condition where airflow either ceases or decr...

Sep 2024 39255014
Twistable and Stretchable Nasal Patch for Monitoring Sleep-Related Breathing Disorders Based on a Stacking Ensemble Learning Model.

Obstructive sleep apnea syndrome disrupts sleep, destroys the homeostasis of biological systems such...

Aug 2024 39192683
Enhanced machine learning approaches for OSA patient screening: model development and validation study.

Age, gender, body mass index (BMI), and mean heart rate during sleep were found to be risk factors f...

(1)
Aug 2024 39187569
Automatic prediction of obstructive sleep apnea in patients with temporomandibular disorder based on multidata and machine learning.

Obstructive sleep apnea (OSA) is closely associated with the development and chronicity of temporoma...

(1)
Aug 2024 39169169
Automated remote sleep monitoring needs uncertainty quantification.

Wearable electroencephalography devices emerge as a cost-effective and ergonomic alternative to gold...

Aug 2024 39112022
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