Neurology

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

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Identification and Validation of Glycosylation-Related Biomarkers in the Hippocampus for Alzheimer's Disease Diagnosis and Drug Repurposing.

As a crucial type of post-translational modification, glycosylation plays a fundamental role in main...

(2)
May 2026 42178007
EEG microstate dynamics and metal metabolism in Parkinson's disease dementia: an exploratory study with machine learning-assisted sensitivity analysis.

BACKGROUND: Electroencephalogram (EEG) microstates effectively characterise cognitive-related brain ...

May 2026 42178113
Isolating Eye-Movement Artifacts from EEG Signals.

The electroencephalogram (EEG) provides a direct measure of brain electrical activity but is typical...

May 2026 42175605
An interactive anatomy tool to boost clinical reasoning and knowledge retention for preclinical medical students: a preliminary evaluation.

INTRODUCTION: Anatomy teaching in preclinical medical education has become increasingly compressed, ...

May 2026 42177489
Cerebrospinal fluid volume outperforms traditional measures for predicting treatment failure in infant hydrocephalus.

BACKGROUND: Endoscopic third ventriculostomy with choroid plexus cauterization (ETV/CPC) offers an a...

May 2026 42177495
Advancing stroke prevention in atrial fibrillation: a systematic review of machine learning-based risk prediction models.

BACKGROUND: Atrial fibrillation (AF) is the most common sustained cardiac arrhythmia and confers a f...

(1)
May 2026 42176597
Recent Advances in Imaging of Demyelinating and Dysmyelinating White Matter Lesions.

White matter diseases encompass a heterogeneous spectrum of central nervous system disorders, with n...

May 2026 42176699
Developments in the design and therapeutic applications of GSK3β inhibitors.

Glycogen synthase kinase-3β (GSK3β) has emerged as one of the most thoroughly validated therapeutic ...

May 2026 42169497
Combined effects of cumulative triglyceride-glucose and blood pressure on stroke in middle-aged and older Chinese adults: a longitudinal analysis.

BACKGROUND: The triglyceride-glucose (TyG) index has increasingly been recognised an indicator for s...

May 2026 42171380
AI-driven multimodal retinal imaging for early detection and risk stratification of vascular and neurodegenerative diseases.

Systemic vascular and neurodegenerative disorders are important causes of disability and death world...

(1)
May 2026 42171726
Prediction and diagnosis of post-stroke epilepsy using artificial intelligence approaches: a systematic review and meta-analysis.

INTRODUCTION: Post-stroke epilepsy (PSE) is a common complication following a stroke and is a major ...

May 2026 42171788
A machine learning-derived speech index as a biomarker for Huntington's disease severity.

BACKGROUND: The development of disease-modifying therapies for Huntington's disease (HD) necessitate...

May 2026 42171798
A machine learning approach for early Parkinson's disease diagnosis based on brain texture features from T1-weighted imaging.

OBJECTIVE: To investigate the diagnostic value of subcortical texture features from T1-weighted MRI ...

May 2026 42172528
3D Registration-Guided Deformable Residual Inpainting for ssEM Restoration.

MOTIVATION: Serial section Electron Microscopy (ssEM) is essential for studying biological cell stru...

May 2026 42172593
Performance comparison between a deep learning model and spine surgeons in detecting cervical spinal cord compression on radiographs.

OBJECTIVE: This study aimed to develop a deep learning (DL) model for the detection of cervical spin...

May 2026 42172670
An Automated Framework and Medical Intelligent System for MRI-Based Alzheimer's Diagnosis Classification.

In the era of artificial intelligence (AI), Alzheimer's disease (AD) can be diagnosed through magnet...

May 2026 42174284
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