Sleep Disorders

Sleep Disorders

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

2,814 articles

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

Showing 442-462 of 2,814 articles

Predicting Nondiagnostic Home Sleep Apnea Tests Using Machine Learning.

STUDY OBJECTIVES: Home sleep apnea testing (HSAT) is an efficient and cost-effective method of diagn...

(2)

Nov 2019 31739849

Automated sleep stage scoring of the Sleep Heart Health Study using deep neural networks.

STUDY OBJECTIVES: Polysomnography (PSG) scoring is labor intensive and suffers from variability in i...

Oct 2019 31289828

Tracheal Sound Analysis Using a Deep Neural Network to Detect Sleep Apnea.

STUDY OBJECTIVES: Portable devices for home sleep apnea testing are often limited by their inability...

(1)

Aug 2019 31482834

Sleep Apnea Severity Estimation from Respiratory Related Movements Using Deep Learning.

Sleep apnea is a common chronic respiratory disorder which occurs due to the repetitive complete or ...

Jul 2019 31946202

Fusion of End-to-End Deep Learning Models for Sequence-to-Sequence Sleep Staging.

Sleep staging, a process of identifying the sleep stages associated with polysomnography (PSG) epoch...

Jul 2019 31946253

Categorizing Sleep in Older Adults with Wireless Activity Monitors Using LSTM Neural Networks.

Novel approaches are needed to accurately classify and monitor sleep patterns in older adults, parti...

Jul 2019 31946603

Convolutional Neural Networks to Detect Pediatric Apnea-Hypopnea Events from Oximetry.

Pediatric sleep apnea-hypopnea syndrome (SAHS) is a highly prevalent breathing disorder that is rela...

Jul 2019 31946646

[A Domestic Diagnosis System for Early Restless Legs Syndrome Based on Deep Learning].

Restless legs syndrome,as a common sleep disorder,has nowadays long been diagnosed by self-rating sc...

(1)

Mar 2019 30977599

Expert-level sleep scoring with deep neural networks.

OBJECTIVES: Scoring laboratory polysomnography (PSG) data remains a manual task of visually annotati...

(3)

Dec 2018 30445569

The effect of continuous positive airway pressure on pulmonary function may depend on the basal level of forced expiratory volume in 1 second.

BACKGROUND: The coexistence of chronic obstructive pulmonary disease (COPD) and obstructive sleep ap...

Dec 2018 30746227

A Two Stage Approach for the Automatic Detection of Insomnia.

Chronic insomnia can significantly impair an individual's quality of life leading to a high societal...

Jul 2018 30440435

A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series.

Sleep stage classification constitutes an important preliminary exam in the diagnosis of sleep disor...

Apr 2018 29641380

[Effect of Acupuncture at Points in Heel Vessel for Circadian Genes of 1 and 2 mRNAs in the Suprachiasmatic Nucleus in Insomnia Rats].

OBJECTIVE: To investigate the influence and mechanism of acupuncture at the points in Heel Vessel fo...

Dec 2017 29318856

Assessment of support vector machines and convolutional neural networks to detect snoring using Emfit mattress.

Snoring (SN) is an essential feature of sleep breathing disorders, such as obstructive sleep apnea (...

(1)

Jul 2017 29060500

Optimization of Melatonin Dissolution from Extended Release Matrices Using Artificial Neural Networking.

BACKGROUND: Efficacy of melatonin in treating sleep disorders has been demonstrated in numerous stud...

Jan 2016 26051184

Towards a Wireless Smart Polysomnograph Using Symbolic Fusion.

Polysomnography is the gold standard test for sleep disorders among which the Sleep Apnea Syndrome (...

Jan 2016 27071869

Effect of Transtympanic Injection of Melatonin on Cisplatin-Induced Ototoxicity.

OBJECTIVE: Cisplatin is a chemotherapeutic agent that is widely used in cancer treatment. Numerous s...

Dec 2015 26915150

[The curative effect analysis of continuous positive airway pressure combined with modified oral appliance in the treatment of severe OSAHS].

OBJECTIVE: To evaluate the curative effect of continuous positive airway pressure(CPAP) combined wit...

Dec 2015 27101675

[Validation of the advanced event detection in patients with sleep apnea hypopnea syndrome using auto-CPAP treatment].

OBJECTIVE: To validate the use of the event detection capabilities in an auto-CPAP system used by pa...

Nov 2015 26850774

Sleep snoring detection using multi-layer neural networks.

Snoring detection is important for diagnosing obstructive sleep apnea syndrome (OSAS) and other resp...

(1)

Jan 2015 26405943

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