Neurology

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

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Multimodal MRI insights into hippocampal pathological changes across the Alzheimer's disease continuum: advances and challenges.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder, with early and progressive hip...

(1)
Aug 2026 42599667
A Novel Adversarial Approach for EEG Dataset Refinement: Enhancing Generalization Through Proximity-to-Boundary Scoring.

As deep learning (DL) performs remarkably in pattern recognition from complex data, it is used to in...

(1)
Aug 2026 42599862
Impact of oncological biomarkers and clinical factors on survival outcomes in renal cell carcinoma with spinal metastasis: a retrospective analysis.

OBJECTIVE: Renal cell carcinoma (RCC) is a common malignancy that metastasizes to the spine, leading...

(3)
Aug 2026 42600188
Predicting training outcomes for developmental dyslexia from EEG data.

Developmental dyslexia (DD) is characterised by lower-than-average reading abilities and is diagnose...

(1)
Aug 2026 42600369
"Early Stratification of Risk for Poor Neurological Outcome After Cardiac Arrest Is Improved with Processed EEG Data".

AIM: To evaluate the impact of adding early processed quantitative EEG biomarkers to health record d...

(3)
Aug 2026 42600767
External Validation of EEG-Based Machine Learning Models for Continuous Pain Prediction.

Machine learning (ML) has been used to predict subjective pain intensity from electroencephalographi...

(5)
Aug 2026 42600964
Better sleep now, better cognition later? Predicting cognitive function using a machine learning-based sleep EEG brain health score.

STUDY OBJECTIVES: Sleep state electrocortical activity measured using electroencephalograms (EEG) is...

(2)
Aug 2026 41964500
A Novel EEG-Based Topographic Brain Map-Driven Deep Learning Method for Autism Spectrum Disorder Detection in Children.

Autism Spectrum Disorder (ASD) is a neurological and developmental condition that affects children's...

(1)
Aug 2026 42595811
A task-aligned multimodal machine learning framework for studying working memory dysfunction in Parkinson's disease.

UNLABELLED: Cognitive impairment is one of the most functionally debilitating non-motor symptoms in ...

(1)
Aug 2026 42597691
Development and validation of an amyloid PET dementia of the Alzheimer's type (DAT) score.

BackgroundAlzheimer's disease (AD) can be debilitating if left untreated, but its progression may be...

(3)
Aug 2026 42593347
PREDICTIVE OCT BIOMARKERS OF RETINAL CHANGES AND VISUAL OUTCOMES IN SILICONE OIL ENDOTAMPONADE IDENTIFIED BY ARTIFICIAL INTELLIGENCE.

PURPOSE: To quantify retinal layer changes and visual outcomes in eyes with silicone oil (SO) endota...

(2)
Aug 2026 42593478
Analyzing Frequency-Space-Time EEG Signatures via Interpretable Neural Networks: A Simulation Study.

OBJECTIVE: Event-related EEG activity is widely investigated to characterize brain functions. Tradit...

(1)
Aug 2026 42594013
Epistemic Asymmetry Between Abstracts and Discussion Sections in the Orthopaedic Literature: A Corpus Analysis of 201 Publications.

BACKGROUND: Abstracts and Discussion sections serve distinct functions: Abstracts are optimized for ...

(6)
Aug 2026 42594177
Predictive value of the Alzheimer polygenic risk score on cognitive decline in patients with mild cognitive impairment and Alzheimer's disease dementia.

BACKGROUND: Polygenic risk scores for Alzheimer's disease (AD-PRS) are widely used to estimate genet...

Aug 2026 42594416
Integrative machine learning and single-nucleus transcriptomics reveal MAPK-centered neuronal responses underlying the potential Alzheimer's disease risk of GenX.

Hexafluoropropylene oxide-dimer acid (GenX or HFPO-DA) is a novel per- and polyfluoroalkyl substance...

(5)
Aug 2026 42594686
Integrated population-based evidence, network toxicology, single-cell profiling, and in vitro studies elucidate mechanisms connecting PAHs to stroke.

Environmental exposure to polycyclic aromatic hydrocarbons (PAHs) has been associated with cardiovas...

(1)
Aug 2026 42594829
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