Neurology

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

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Showing 1933-1953 of 12,830 articles
Excellent agreement between automated deep learning-based and manual diffusion-weighted imaging infarct volume measurements in hyperacute stroke.

BACKGROUND: Diffusion-weighted imaging (DWI) infarct volume and infarct growth are important imaging...

Apr 2026 41980325
Geo-Mamba: Geometry-informed state-space learning of functional brain organization.

Functional magnetic resonance imaging (fMRI) derived functional connectivity (FC) is represented as ...

Apr 2026 41997086
Discovery of a novel TFEB activator targeting lysosomal dysfunction in amyotrophic lateral sclerosis using artificial intelligence-based virtual screening.

Lysosomal dysfunction is a defining feature of multiple neurodegenerative diseases, including amyotr...

(1)
Apr 2026 41968679
Classification of fallers in Parkinson's disease through machine learning based feature analysis.

Classification of fallers in Parkinson's disease (PD) is challenging due to the heterogenous motor a...

Apr 2026 41968129
Quantitative Assessment of Third Molar Extraction Difficulty and Nerve Injury Risk Using Artificial Intelligence and Image Processing.

PURPOSE: Tooth pattern and surrounding tissue can affect the complexity of third molar (3M) extracti...

Apr 2026 41968213
Neuromodulation of the central nervous system for facial pain.

Chronic craniofacial pain can lead to significant morbidity and reduced quality-of-life. Refractory ...

Apr 2026 41967178
Imaging and genomics in stroke.

Imaging after ischemic and hemorrhagic stroke may allow measurement of key phenotypes of injury and ...

Apr 2026 41964418
Wheelchair movement signal classification from EEG for motor-impaired individuals using novel deep learning architecture.

Purpose: Traditional wheelchair controls often limit independence and pose safety risks for motor-im...

Apr 2026 41964479
Pathology-Anchored Transcranial Sonography: A Cascaded Super-Resolution Deep Learning System for Early-Stage Parkinson's Disease Grading.

Delayed diagnosis of Parkinson's disease (PD) due to undetectable early pathological changes remains...

Apr 2026 41965365
Artificial Intelligence and Machine Learning in Pediatric Epilepsy: A Systematic Review.

INTRODUCTION: To evaluate the progress of artificial intelligence (AI)-based tools in interpreting c...

Apr 2026 41965492
Dual-center RAPID-LSSVM: Radius-adaptive, probability and imbalance driven weighting for Alzheimer's diagnosis.

Alzheimer's disease (AD) is a leading neurodegenerative disorder and the primary cause of dementia, ...

Apr 2026 42025041
A Few-Layer Multilayer Perceptron is Worth Attention for EEG Classification in Rapid Serial Visual Presentation Task.

Rapid serial visual presentation (RSVP) enables efficient electroencephalography (EEG)-based brain-c...

Apr 2026 41958205
Neuroplasticity after Stroke: Adaptive and Maladaptive Mechanisms in Evidence-Based Rehabilitation.

BACKGROUND AND PURPOSE: Ischemic stroke remains a leading cause of long-term disability and persiste...

Apr 2026 41967694
Severity-dependent alterations of EEG microstate dynamics in obsessive-compulsive disorder.

BACKGROUND: While elevated symptom severity in obsessive-compulsive disorder (OCD) is associated wit...

Apr 2026 41967696
Radiographic evaluation of the psoas and iliopsoas muscle as predictors for spinal cord ischemia after fenestrated and branched endovascular aortic repair.

OBJECTIVE: This study aimed to investigate the association between sarcopenia and spinal cord ischem...

Apr 2026 41967735
Carpal Tunnel Syndrome Diagnosis: A Narrative Review of Complementary Roles of Neuromuscular Ultrasound and Electrodiagnostic Studies.

Carpal tunnel syndrome (CTS), the most prevalent entrapment neuropathy of the upper extremities, pre...

Apr 2026 41957991
Feasibility Randomized Controlled Trial of Real-Time fMRI Neurofeedback for Reading Rehabilitation in Aphasia.

BACKGROUND: Reading impairments are common in stroke-induced aphasia and limit participation in func...

Apr 2026 41958417
Reachable Workspace as a Clinical Outcome for Upper Extremity Function: A Narrative Review.

Motion sensing technology can be utilized to capture detailed upper extremity (UE) motion to reconst...

Apr 2026 41960733
A machine-learning-based tool for stroke risk prediction in blunt cerebrovascular injury: development and preliminary evaluation.

PURPOSE: Stroke risk correlates with the Biffl grading system in blunt cerebrovascular injury (BCVI)...

(1)
Apr 2026 41961261
A graph deep learning method for diagnosis of Parkinson's disease using brain functional connectivity features.

Early and precise identification of Parkinson's disease (PD) is crucial for clinical intervention. R...

Apr 2026 41962553
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