Neurology

Latest AI and machine learning research in neurology for healthcare professionals.

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Showing 3760-3780 of 12,924 articles
Using Deep Learning to Perform Automatic Quantitative Measurement of Masseter and Tongue Muscles in Persons With Dementia: Cross-Sectional Study.

BACKGROUND: Sarcopenia (loss of muscle mass and strength) increases adverse outcomes risk and contri...

Mar 2025 40106819
EEG detection and recognition model for epilepsy based on dual attention mechanism.

In the field of clinical neurology, automated detection of epileptic seizures based on electroenceph...

(2)
Mar 2025 40108237
A Machine Learning Prediction Model to Identify Individuals at Risk of 5-Year Incident Stroke Based on Retinal Imaging.

Stroke is a leading cause of death and disability in developed countries. We validated an AI-based p...

Mar 2025 40293071
Weighted Multi-Modal Contrastive Learning Based Hybrid Network for Alzheimer's Disease Diagnosis.

Multiple imaging modalities and specific proteins in the cerebrospinal fluid, providing a comprehens...

Mar 2025 40063426
Machine learning predicts spinal cord stimulation surgery outcomes and reveals novel neural markers for chronic pain.

Spinal cord stimulation (SCS) is a well-accepted therapy for refractory chronic pain. However, predi...

(1)
Mar 2025 40102462
Stages prediction of Alzheimer's disease with shallow 2D and 3D CNNs from intelligently selected neuroimaging data.

Detection of Alzheimer's Disease (AD) is critical for successful diagnosis and treatment, involving ...

(2)
Mar 2025 40102464
Robust resolution improvement of 3D UTE-MR angiogram of normal vasculatures using super-resolution convolutional neural network.

Contrast-enhanced UTE-MRA provides detailed angiographic information but at the cost of prolonged sc...

(1)
Mar 2025 40102565
Leveraging machine learning for enhanced and interpretable risk prediction of venous thromboembolism in acute ischemic stroke care.

BACKGROUND: Venous thromboembolism (VTE) is a life-threatening complication commonly occurring after...

(1)
Mar 2025 40100876
Robot-Assisted Stereotactic Microinjection Method for Precision Cell Transplantation in Rat and Canine Models.

Cell transplantation is a promising approach for addressing neurodegenerative conditions. In this st...

Mar 2025 40103182
EEG-based emotion recognition with autoencoder feature fusion and MSC-TimesNet model.

Electroencephalography (EEG) signals are widely employed due to their spontaneity and robustness aga...

Mar 2025 40096584
Voice analysis in Parkinson's disease - a systematic literature review.

BACKGROUND AND AIM: Parkinson's disease is a neurodegenerative disease. It is often diagnosed at an ...

(1)
Mar 2025 40132400
Establishment and validation of a ResNet-based radiomics model for predicting prognosis in cervical spinal cord injury patients.

Cervical spinal cord injury (cSCI) poses a significant challenge due to the unpredictable nature of ...

Mar 2025 40097664
Exploiting adaptive neuro-fuzzy inference systems for cognitive patterns in multimodal brain signal analysis.

The analysis of cognitive patterns through brain signals offers critical insights into human cogniti...

(1)
Mar 2025 40091139
Understanding the Spatio-Temporal Coupling of Spikes and Spindles in Focal Epilepsy Through a Network-Level Computational Model.

The electrophysiological findings have shown that epileptiform spikes triggering sleep spindles with...

Mar 2025 40084544
Multimodal machine learning for deception detection using behavioral and physiological data.

Deception detection is crucial in domains like national security, privacy, judiciary, and courtroom ...

(1)
Mar 2025 40089524
A comprehensive review of neurotransmitter modulation via artificial intelligence: A new frontier in personalized neurobiochemistry.

The deployment of artificial intelligence (AI) is revolutionizing neuropharmacology and drug develop...

Mar 2025 40088712
Multitarget Natural Compounds for Ischemic Stroke Treatment: Integration of Deep Learning Prediction and Experimental Validation.

Ischemic stroke's complex pathophysiology demands therapeutic approaches targeting multiple pathways...

(3)
Mar 2025 40084909
Multi-body sensor based drowsiness detection using convolutional programmed transfer VGG-16 neural network with automatic driving mode conversion.

Many traffic accidents occur nowadays as a result of drivers not paying enough attention or being vi...

(1)
Mar 2025 40087330
Deep learning-based classification of hemiplegia and diplegia in cerebral palsy using postural control analysis.

Cerebral palsy (CP) is a neurological condition that affects mobility and motor control, presenting ...

Mar 2025 40087338
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