Neurology

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

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Research priorities in Spine Deformity: a machine learning-based topic analysis of the journal's first decade (2013-2026).

PURPOSE: Spine Deformity is the official journal of the Scoliosis Research Society (SRS) and the lea...

(3)
Sep 2026 42711523
State-of-the-art review in AI and digital technologies for spine deformity.

PURPOSE: Artificial intelligence (AI) and digital technologies are increasingly being used across th...

(3)
Sep 2026 42711524
Cross-docking and redocking reveal distinct determinants of success in physics-based and AI-driven binding pose prediction in protein-ligand complexes.

Protein-ligand pose prediction is central to structure-based drug discovery, yet the relative perfor...

Sep 2026 42713223
Role Framing and Trust in Medical AI: Evidence from a Scenario Experiment and EEG.

Online medical AI has evolved from back-end analytical tools to patient-facing service interfaces, m...

(4)
Sep 2026 42714002
Methylation profiling in CNS tumor diagnostics: a single-centre real-world experience from Central Europe.

Genome-wide DNA methylation profiling has transformed neuro-oncology by providing an objective, mach...

(2)
Sep 2026 42709194
BasNet: Attention U-Net-Based Automated Axon Segmentation in Bielschowsky Silver-Stained Histology.

Reliable automatic quantification of axon density in histologic sections is important for both resea...

(1)
Sep 2026 42709277
A deep learning framework for automated quantification of peripheral nerve lesions in MR neurography.

OBJECTIVE: Magnetic resonance neurography (MRN) enables high-resolution visualization of peripheral ...

(3)
Sep 2026 42709362
SingLEM: Single-Channel Large EEG Model.

Current deep learning models for electroencephalography (EEG) are often task-specific and depend on ...

(2)
Sep 2026 42709520
Gluteus Minimus Indentation Is Associated With Acetabular Undercoverage and Increased Femoral Torsion in Patients With Nontraumatic Hip Pain.

BACKGROUND: Although the hip is generally considered a stable joint, certain morphological configura...

(1)
Sep 2026 42709577
Predicting Headache at Age 40 Using Machine Learning: A Life-Course Analysis from the 1982 Pelotas Birth Cohort, Brazil.

OBJECTIVE: This study aims to develop and evaluate machine learning (ML) models predicting headache ...

(1)
Sep 2026 42710568
Gut microbiota correlating with glycerophospholipid metabolism dysregulation is associated with brain functional alterations in adolescent depression.

Gut microbiota dysbiosis has been linked to depression; however, evidence regarding this association...

(4)
Sep 2026 42710694
Passive Digital Marker-enabled identification and engagement for Alzheimer's disease and related dementias care in primary care: the INCLUDE study protocol.

INTRODUCTION: More than half of older adults living with Alzheimer's disease and related dementias (...

(2)
Sep 2026 42711082
Basal Ganglia Perivascular Space Enlargement Is Associated with Sustained Amyloid-β Accumulation in the Alzheimer's Disease Continuum: A Longitudinal Study.

RATIONALE AND OBJECTIVES: The perivascular spaces (PVS) serve as primary conduits for brain waste cl...

(1)
Sep 2026 42711180
Interpretable multimodal MRI fusion in Alzheimer's disease classification using extended parallel multilink joint ICA and 3D ResNet.

Accurate identification of Alzheimer's disease (AD) stages is important for improving clinical under...

(1)
Sep 2026 42750836
Transplantation of engineered spinal cord organoids restores functions after spinal cord injury.

Generating functional maturation neural organoids to model degenerative disease or replace large dam...

Sep 2026 41414801
Disease-specific hypometabolic epicenters in dementia: Neural networks and clinical correlations.

BackgroundIn dementia, it remains unclear how the hypometabolism pattern relates to the intrinsic ne...

(1)
Sep 2026 42704090
AI-Assisted Compressed Sensing for Optimized Inner Ear Imaging: a Multi-Rater MRI Evaluation of CSAI T2-DRIVE.

PURPOSE: High-resolution T2-weighted imaging is essential for preoperative assessment before cochlea...

Sep 2026 42704461
Cortical lesions in multiple sclerosis: 25 years of progress, remaining challenges and future directions.

Cortical lesions have evolved from a largely overlooked pathological feature to a central component ...

(1)
Sep 2026 42706420
Global transitions of concomitant patterns and risk factors of cardio-renal-metabolic conditions among the elderly.

BACKGROUND: Cardio-renal-metabolic (CRM) diseases-including ischemic heart disease (IHD), stroke, ty...

(2)
Sep 2026 42706998
Major Depressive Disorder Signatures: A Review of Artificial Intelligence (AI)-Powered Insights Into Gut Dysbiosis.

BACKGROUND AND AIMS: Major Depressive Disorder (MDD) is a highly common neuropsychiatric disorder gl...

(1)
Sep 2026 42707775
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