Neurology

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

12,810 articles
Stay Ahead - Weekly Neurology research updates
Subscribe
Browse Categories
Showing 1-21 of 12,810 articles
Machine Learning Model Using Clinical and Contrast-Enhanced MRI Features Differentiates Cerebral Tuberculoma from Lung Cancer Brain Metastasis.

RATIONALE AND OBJECTIVES: Cerebral tuberculomas (CTB) and lung cancer brain metastases (BM) frequent...

Oct 2026 42907266
Artificial intelligence applications in intracranial electroencephalography for epilepsy management: Insights from AI in Epilepsy 2025.

Intracranial electroencephalography (iEEG) provides direct recordings of cortical activity and remai...

Oct 2026 42904568
Development of an artificial intelligence algorithm for automated detection of cardiovascular intervention-related complications.

BACKGROUND: Intervention-related complications negatively affect healthcare quality and costs. Compl...

Oct 2026 42905390
Improved quality and reproducibility of cerebral cortical organoids under microfluidic culture conditions: a proof-of-concept study.

Cerebral organoids have emerged as advanced three-dimensional in vitro models capable of recapitulat...

Oct 2026 42906583
EEG-VTSFN: An enhanced approach for differentiating between unipolar and bipolar mood disorders.

Accurate differentiation between Bipolar Disorder (BD) and Unipolar Depression (UD) is a significant...

Oct 2026 42906709
Reporting of Fairness and Equity in Studies of Regulator-cleared Commercial AI for Acute Stroke CT: A Systematic Review.

RATIONALE AND OBJECTIVES: Commercial artificial intelligence (AI) tools cleared by regulators now tr...

Oct 2026 42907264
MRI-Derived Muscle Fat Fraction Reflects Disease Severity and Functional Impairment in Charcot-Marie-Tooth Disease Type 1A.

INTRODUCTION/AIMS: Progressive intramuscular fat infiltration is a hallmark of neuromuscular degener...

Oct 2026 42908170
ADHDeepNet: An Explainable Framework for EEG-Based ADHD Detection From Raw Signals.

Attention Deficit Hyperactivity Disorder (ADHD) is a common brain disorder in children that can pers...

(4)
Oct 2026 42899621
Delineating neural contributions to electroencephalogram-based speech decoding.

Objective. Speech Brain-computer interfaces (BCIs) have emerged as a pivotal technology in facilitat...

(2)
Oct 2026 42899673
Cross-linking mass spectrometry guided structure prediction of disordered Encephalitozoon hellem proteins.

UNLABELLED: Microsporidia such as Encephalitozoon hellem are obligate intracellular human parasites ...

(2)
Oct 2026 42899678
Mechanisms of ubiquitination in central nervous system injury and potential therapeutic targets.

Ubiquitination is a highly conserved and reversible post-translational modification that regulates p...

(3)
Oct 2026 42899837
Machine learning predicts treatment response to nusinersen in non-sitter spinal muscular atrophy (SMA).

BackgroundNusinersen has substantially increased survival and improved disease progression in Spinal...

(4)
Oct 2026 42900957
Machine learning of connectome-wide functional connectivity in spinal muscular atrophy.

While traditional view posed SMA as a pure motor neuron disorder, accumulating evidence pointed to t...

(2)
Oct 2026 42901441
Cerebrospinal fluid amyloid and neurodegeneration biomarkers in the diagnosis and prognosis of amyotrophic lateral sclerosis: a multicohort observational study.

BACKGROUND: Neurofilament light chain (NfL) is an established biomarker for amyotrophic lateral scle...

(2)
Oct 2026 42901819
Neurovascular Coupling and Subclinical White Matter Alterations in Young Adults with Migraine without Aura: A Multimodal MRI and Machine Learning Study.

RATIONALE AND OBJECTIVES: Young adults with migraine without aura (MwoA) may exhibit subtle white ma...

(3)
Oct 2026 42897017
An Explainable Prediction Model for Outcomes After Anterior Subcutaneous Ulnar Nerve Transposition in Idiopathic Cubital Tunnel Syndrome.

PURPOSE: To identify preoperative clinical and electrodiagnostic predictors of outcome after anterio...

(3)
Oct 2026 42900026
Single-Lead EEG-based virtual reality motion sickness detection using interpretable feature selection.

BACKGROUND: Electroencephalography (EEG) is a key method for detecting virtual reality motion sickne...

(2)
Oct 2026 42895695
Impact of RapidAIĀ® Implementation on Workflow Metrics and Access to Reperfusion Therapies in Acute Ischemic Stroke: A 10-Year Retrospective Analysis.

BACKGROUND AND PURPOSE: Artificial intelligence‑assisted perfusion imaging can support selection and...

(2)
Oct 2026 42895928
Nonlinear Feature Modeling Using Kolmogorov-Arnold Networks in Electroencephalography for Depression Classification: Deep Learning Study.

BACKGROUND: Depression is a common mental disorder that seriously affects mental health and quality ...

(4)
Oct 2026 42896101
Aging, Regeneration, and Peripheral Nerve Repair: Integrated Multi-Omics Biomarkers and AI-Enabled Therapeutic Discovery Approaches.

Peripheral nerve injury (PNI) remains a major cause of long-term sensory and motor dysfunction, impo...

(3)
Oct 2026 42896675
Considering counterfactual prediction models in sleep research: A demonstration of incident stroke prediction in an observational cohort study.

OBJECTIVE: Data-driven risk prediction algorithms are increasingly common. However, studies suggesti...

(2)
Oct 2026 42897061
Browse Categories