Neurology

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

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fastSeizureNet: Accurate and efficient knowledge-data fusion for semi-supervised seizure detection.

Epilepsy is a neurological disorder affecting millions of patients worldwide. Electroencephalography...

May 2026 42127867
An LC-MS-guided AI enabled serum molecule-interpretable SERS platform for exploratory metabolomic analysis in Alzheimer's disease.

Label-free surface-enhanced Raman spectroscopy (SERS) offers a promising avenue for rapid metabolic ...

May 2026 42218000
Brain-age defines a structural signature of outcomes after vagus nerve stimulation in children.

INTRODUCTION: Outcomes following vagus nerve stimulation (VNS) are difficult to predict prior to sur...

May 2026 42107526
Longitudinal Degeneration of Microstructural and Structural Connectivity Patterns Following Stroke.

BACKGROUND: Stroke causes neurological impairment through local plasticity mechanisms, such as synap...

May 2026 42100806
AI-Driven Mapping of Seizure Spread Patterns.

OBJECTIVE: The focus of epilepsy research has largely been on seizure onset; however, physicians typ...

May 2026 42101065
Artificial intelligence in the assessment of epilepsy-related genetic mutations: Learned from GABAA receptors and GABA transporter 1.

This review examines how recent genetic and technological advances have transformed our understandin...

(1)
May 2026 42101103
A comprehensive review of ultrasonographic imaging in athletic elbow injuries: a compartment-based approach.

Elbow injury rates are markedly higher among collegiate athletes than in the general population; how...

(1)
May 2026 42101643
Robust decomposition of surface EMG signals via lightweight deep learning-based adaptation.

Real-time surface electromyography decomposition has emerged as a promising way for neural interfaci...

May 2026 42102086
Age-related differences in surgical outcomes for traumatic central cord syndrome: a multi-institutional causal machine learning analysis.

OBJECTIVE: Traumatic central cord syndrome (TCCS) is the most common incomplete spinal cord injury, ...

May 2026 42102409
The geographic digital divide among dementia caregivers in the U.S.: a cross-sectional study.

BACKGROUND: Digital health tools, particularly patient portals, can support caregiving, but there is...

May 2026 42104368
A modular deep learning architecture for interpretable disease prediction across tabular clinical and biometric datasets.

Accurate disease prediction using clinical datasets is essential for improving early diagnosis and c...

May 2026 42102106
Cerebro Wave Bee transformer to leverage EEG based hand movement classification using optimized bio-inspired learning rates.

Electroencephalogram (EEG) based classification of hand movements have an eloquent significance in t...

May 2026 42098189
Thrombosis at the crossroads of inflammation, coagulation, and vascular biology: Recent advances and emerging therapeutic strategies.

Thrombosis is a multifaceted pathological process involving intravascular clot formation that drives...

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May 2026 42105941
Comparison of marker-based and markerless motion capture systems to assess gait kinematics and kinetics in children with cerebral palsy.

BACKGROUND: Cerebral Palsy (CP) is a leading cause of childhood motor disability and is frequently a...

May 2026 42107175
Top five Alzheimer Disease trial eligibility criteria favor men compared to women in a clinic-based cohort.

BACKGROUND: Less women participate in Alzheimer Disease (AD) trials compared to their estimated repr...

May 2026 42102518
Osteoarthritis and dementia: contrasting disorders driven by mutual pathways of autophagy, mTOR, GLP-1, AMPK, wnt, and WISP1.

INTRODUCTION: Increased global lifespan is paralleled by a rise in non-communicable diseases with os...

May 2026 42095886
Transcription Factor SPI1 Mediates Chronic Neuropathic Pain by Activating NLRC4 Transcription to Drive Microglial Activation and Inflammation.

Microglial polarization plays a key role in the process of chronic neuropathic pain (CNP). This stud...

May 2026 42096098
MSFSNet: Multi-Source Few-Shot Adaptation Network for Cross-Subject Depression Recognition from EEG Signals.

Depression is a prevalent mental disorder with severe socio-economic implications, and its early ide...

May 2026 42096389
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