Neurology

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

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Showing 274-294 of 12,810 articles
Identification and Validation of a Lactylation-Related Gene Expression Signature for Diagnosis of Acute Ischemic Stroke.

Acute ischemic stroke (AIS) is a major cerebrovascular disorder with significant health impact. Curr...

(1)
Sep 2026 42747586
Scenario-Based Serious Game for Screening Mild Cognitive Impairment in Older Adults: Cross-Sectional Preliminary Validation Study.

BACKGROUND: Many existing digital cognitive assessments rely on isolated or abstract tasks, and prim...

(1)
Sep 2026 42748403
Honest and Reliable Evaluation and Expert Equivalence Testing of Automated Neonatal Seizure Detection.

Reliable evaluation of machine learning models for neonatal EEG seizure detection is a prerequisite ...

(1)
Sep 2026 42748934
Sex-specific biological aging clocks across organs and omics.

Sex differentially shapes aging, neurodevelopment and neurodegenerative diseases such as Alzheimer's...

(4)
Sep 2026 42749890
Early Clinical and Cerebrospinal Fluid Predictors of 1-Year Recurrence in Autoimmune GFAP Astrocytopathy.

OBJECTIVE: Autoimmune glial fibrillary acidic protein astrocytopathy (GFAP-A) is an inflammatory cen...

(2)
Sep 2026 42750194
Deep Learning-Powered Plasmonic Platform for Decoding Dynamic Protein Aggregation Landscapes in Parkinson's Disease Progression.

In-depth characterization of pathological protein aggregate with its subcomponents is pivotal for ea...

(1)
Sep 2026 42750405
Determination of candidate predictors for chiropractic treatment outcome of spinal pain using a machine learning framework for small datasets.

OBJECTIVES: To develop a machine learning (ML) approach to explore self-reported factors predictive ...

(1)
Sep 2026 42741889
Complementary use of the DNA methylation-based tumor classification by the Bethesda v3 classifier in routine diagnostics: evaluation in a series of 516 cases.

DNA methylation-based tumor classification has become an essential tool in neuropathological diagnos...

(2)
Sep 2026 42742637
A Flexible-Horizon Clinical Decision Support Model for Dementia Early Detection and Risk Prediction in Secondary Care: A Responsible AI Approach.

Existing machine learning (ML) models for dementia detection typically use fixed prediction windows ...

(1)
Sep 2026 42742759
A Neuroinformatics Framework for Evaluating Functional Connectivity Metrics in Small-Sample Resting-State fMRI: An Age-Stratified Autism Study.

Functional connectivity (FC) analysis using resting-state fMRI is widely applied to study brain orga...

(1)
Sep 2026 42742790
EA-DualGAT: An error-aware dual-graph attention framework for Parkinson's disease diagnosis from wearable plantar pressure gait signals.

Timely diagnosis of Parkinson's disease (PD) is essential for timely intervention and effective dise...

(2)
Sep 2026 42743854
BRAINet: A brain-region-aware interaction network for EEG-based diagnosis of disorders of consciousness.

Reliable assessment and stratification of disorders of consciousness (DOC) is essential for pat...

(1)
Sep 2026 42743980
Optimized Efficient Channel Attention-based ShuffleNet Framework for EEG Graph-Based Brain Topology Modeling in Motor Imagery Tasks.

BACKGROUND: Brain topology modeling in motor imagery tasks represents Electroencephalography (EEG) c...

(1)
Sep 2026 42744108
Altered resting-state EEG microstate topographies and transition dynamics in generalized anxiety disorder.

BACKGROUND: Generalized anxiety disorder (GAD) has been associated with abnormalities in large-scale...

(1)
Sep 2026 42744144
Effects of an algorithmically enhanced personalized music-based intervention in patients with dementia.

BackgroundMusic-based interventions (MBIs) are gaining recognition as non-pharmacological strategies...

(2)
Sep 2026 42744796
Vertigo and dizziness syndromes in children and adolescents: Clinical presentation and diagnostic pathway.

AIM: To provide a broad overview of the diagnostic spectrum of vertigo and dizziness syndromes in ch...

(1)
Sep 2026 42745351
Transcriptomic Signatures of Microglial Phagocytosis Reveal Diagnostic Markers and Immune Landscape in Alzheimer's Disease.

The core pathological features of Alzheimer's disease (AD) include Aβ plaques and neurofibrillary ta...

(4)
Sep 2026 42663999
[Artificial intelligence empowering spinal deformity surgery: from clinical assessment to decision integration].

Spinal deformity, characterized by complex anatomical structures and significant individual heteroge...

(1)
Sep 2026 42736115
Prediction Model for Intensive Care Unit Mortality in Patients with Spine Fracture: Can Machine Learning be Used to Improve Current Standards?

BACKGROUND: The APACHE-IV is the gold standard for ICU mortality prediction across a multitude of pa...

(5)
Sep 2026 42736528
Brain fluorodeoxyglucose PET anatomical segmentation via AI: extensive validation in the neurodegenerative spectrum.

The semi-quantitative assessment of brain [18F]FDG PET provides a more objective interpretation and ...

(1)
Sep 2026 42740541
Machine Learning Prediction of One-Year Rehospitalization in Dementia: A Retrospective Cohort Study.

BACKGROUND AND AIMS: Patients with dementia have high rehospitalization rates, creating substantial ...

(2)
Sep 2026 42746200
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