Neurology

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

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Novel Application of Connectomics to the Surgical Management of Pediatric Arteriovenous Malformations.

Introduction The emergence of connectomics in neurosurgery has allowed for construction of detailed ...

(1)
Jun 2025 40562012
Machine Learning-Based Risk Assessment of Myasthenia Gravis Onset in Thymoma Patients and Analysis of Their Correlations and Causal Relationships.

The study aims to utilize interpretable machine learning models to predict the risk of myasthenia gr...

Jun 2025 40563042
Impact of proton versus photon radiotherapy on overall survival in the management of spinal chordoma and mortality risk prediction: a nationwide analysis.

PURPOSE: This study aims to provide a national-level insight into the optimal management of spinal c...

Jun 2025 40563064
Machine learning-driven national analysis for predicting adverse outcomes in intramedullary spinal cord tumor surgery.

UNLABELLED: Spinal tumors represent 15% of all central nervous system malignancies, with intramedull...

(3)
Jun 2025 40555868
Novel insights from comprehensive analysis: The role of cuproptosis and peripheral immune infiltration in Alzheimer's disease.

BACKGROUND: Cuproptosis is increasingly recognized as an essential factor in the pathological proces...

Jun 2025 40560886
Neural network-based multi-task learning to assist planning of posterior spinal fusion surgery for adolescent idiopathic scoliosis.

PURPOSE: Posterior spinal instrumentation and fusion (PSF) is the gold standard for severe adolescen...

Jun 2025 40553418
Effectiveness and safety of AI-driven closed-loop systems in diabetes management: a systematic review and meta-analysis.

BACKGROUND: Diabetes is a metabolic disease that can lead to severe cardiovascular diseases and neur...

(1)
Jun 2025 40551160
Identification of Migraine Subtypes Using Functional Near-Infrared Spectroscopy Data: A Domain-Based Feature Extraction.

Migraine diagnosis relies on subjective patient reports and International Headache Society guideline...

Jun 2025 40551350
Machine learning-based prediction of amyloid positivity using early-phase F-18 flutemetamol PET.

BackgroundPrevious studies have suggested that early-phase imaging of amyloid positron emission tomo...

Jun 2025 40551603
Personalizing Responsive Neurostimulation for Epilepsy.

Over the past 20 years, responsive neurostimulation (RNS), a closed-loop device for treating certain...

(1)
Jun 2025 40554533
Uncovering injury-specific proteomic signatures and neurodegenerative risks in single and repetitive traumatic brain injury.

Traumatic brain injury (TBI) is a major public health concern associated with an increased risk of n...

Jun 2025 40545497
Cold receptor TRPM8 as a target for migraine-associated pain and affective comorbidities.

BACKGROUND: Genetic variations in the Trpm8 gene that encodes the cold receptor TRPM8 have been link...

(3)
Jun 2025 40545528
From "time is brain" to "time is collaterals": updates on the role of cerebral collateral circulation in stroke.

BACKGROUND: Acute ischemic stroke (AIS) remains the leading cause of mortality and disability worldw...

Jun 2025 40544391
Toward a Universal Map of EEG: A Semantic, Low-Dimensional Manifold for EEG Classification, Clustering, and Prognostication.

OBJECTIVE: Prognostication in patients with disorders of consciousness (DOCs) remains challenging be...

Jun 2025 40539771
Exploring the potential biomarkers between stroke and obstructive sleep apnea by WGCNA and machine learning.

BACKGROUND: Ischemic stroke (IS) and obstructive sleep apnea (OSA) are highly prevalent disorders wi...

Jun 2025 40540134
A New Insight in Cellular and Molecular Signaling Regulation for Neural Differentiation Program.

Numerous neurological conditions impact the brain, spinal cord, and nerves, including neurodegenerat...

(1)
Jun 2025 40540177
DynSeizureGAT: Multi-band Dynamic Graph Attention Network for Interpretable Seizure Detection and Analysis of Drug-Resistant Epilepsy Using SEEG.

The dynamic propagation of epileptic discharges complicates Drug-Resistant Epilepsy (DRE) seizure de...

Jun 2025 40540368
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