Neurology

Sleep Disorders

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

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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...

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...

[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...

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 (...

Towards a Wireless Smart Polysomnograph Using Symbolic Fusion.

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

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...

[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...

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...

[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...

Sleep snoring detection using multi-layer neural networks.

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

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