Neurology

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

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Showing 1429-1449 of 12,830 articles
Tree-based and sparse logistic models for predicting one-month postoperative performance status after surgery for spinal metastases.

PURPOSE: We aimed to develop and internally validate prediction models for one-month postoperative p...

(1)
May 2026 42207277
Machine learning-driven drug repurposing for GPR17: activity prediction via graph neural networks and multistage computational validation.

To identify novel GPR17-targeting ligands with potential relevance to multiple sclerosis (MS) therap...

(1)
May 2026 42207497
Predicting the antifungal effects of ethanolic propolis and geopropolis extracts on Aspergillus flavus growth using mechanistic and machine-learning models.

This study evaluated the antifungal potential of ethanolic propolis (EEP) and geopropolis (EEG) extr...

(3)
May 2026 42270262
Frequency- and Network-Specific Changes in Functional Connectivity Reflect Pathophysiological Mechanisms across Parkinson's Disease Stages.

OBJECTIVE: Parkinson's disease (PD) is increasingly conceptualized as a disorder of large-scale brai...

May 2026 42204598
The emerging role of oligodendrocytes in Alzheimer's disease: Integrating bibliometric insights with molecular pathogenesis.

BackgroundOligodendrocytes (OLs) have received relatively limited attention in Alzheimer's disease (...

May 2026 42199009
Peripheral immune and vascular inflammatory signatures precede Alzheimer's disease onset: A serum proteomic study.

BackgroundNeuroinflammation plays an important role in the pathogenesis of Alzheimer's disease, but ...

(2)
May 2026 42199011
Comparative machine learning for accurate EEG-based epileptic seizure state classification using sub-band analysis.

Timely identification of seizure-related EEG states can support clinical assessment and motivate fut...

May 2026 42199034
Fully Biobased, Robust, and High-Conductivity Hydrogel for High-Fidelity Electrophysiological Monitoring and Deep Learning-Assisted Stroke Rehabilitation.

Developing sustainable bioelectronics that simultaneously integrate mechanical robustness, high cond...

(1)
May 2026 42200397
Hybrid EEG Feature Fusion Framework for Accurate Autism Spectrum Disorder Diagnosis Using Ensemble Learning.

Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition with increasing global prev...

May 2026 42202207
[Technology-driven management of early-onset scoliosis:new technologies and concepts].

Early-onset scoliosis (EOS) refers to spinal deformity occurring in children younger than 10 years o...

(1)
May 2026 42203647
[Applications and prospects of artificial intelligence for decision-making in spinal surgery].

The application of artificial intelligence in decision support for spinal surgery has developed rapi...

May 2026 42203652
A stacked multi-classifier for multi-modal data fusion in transcranial sonography-based Parkinson's disease assessment.

Parkinson's disease (PD) is a catastrophic neurodegenerative disorder and a major culprit of neurolo...

(2)
May 2026 42204162
In-vivo iron mapping in patients with Parkinson's disease using deep learning-based susceptibility source separation MRI.

Parkinson's disease (PD) involves pathological iron accumulation, yet MRI metrics, such as R2* or ma...

(2)
May 2026 42204172
Optimization of attention mechanisms in choral conducting education using EEG and eye movement tracking with transfer learning algorithms.

This study presents a comprehensive investigation into attention mechanism optimization in choral co...

May 2026 42204221
A clinical neuroimaging platform for rapid, automated lesion detection and personalized post-stroke outcome prediction.

Accurately predicting long-term outcomes after stroke remains a key challenge in personalized medici...

May 2026 42204350
Clinical and EEG features integrated by a deep learning method to investigate treatment outcomes in epilepsy with eyelid myoclonia.

OBJECTIVE: To explore the correlation between clinical and electroencephalogram (EEG) factors and th...

May 2026 42322699
Image-Quality-Aware Multimodal Artificial Intelligence for Automated Structured OCT Report Generation in Glaucoma Evaluation.

OBJECTIVE: To develop an explainable multimodal large language model (MM-LLM) that (1) screens optic...

(1)
May 2026 42421754
Multi-dimensional risk prediction and genetic architecture of aspiration pneumonia: a population-based analysis.

BACKGROUND: Aspiration pneumonia represents a significant but understudied cause of morbidity and mo...

(1)
May 2026 42192339
Feasibility of nonspinal bony landmark-based image registration in CyberKnife ® robotic radiotherapy for pelvic and femoral bone tumors.

In stereotactic body radiotherapy for bone metastases using the CyberKnife system, spinal anatomy is...

(1)
May 2026 42026660
Gray matter brain age predicts cognitive outcome one year after ischemic stroke.

BackgroundPredicting post-stroke cognitive impairment (PSCI) remains challenging.ObjectiveThis study...

May 2026 42186374
'Man vs. Machine: can ML algorithms diagnose headaches as accurately as clinicians? A systematic review.'.

BACKGROUND: Headache disorders are frequently misdiagnosed. We aimed to systematically evaluate the ...

(2)
May 2026 42189256
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