Neurology

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

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Integrating Digital Health Into Stroke Policies.

Stroke remains a leading cause of death and disability worldwide. In response, many governments have...

Mar 2026 41906872
Polygenic and polysocial risk scores in post-type 2 diabetes dementia: Risk stratification and predictive modeling in the UK Biobank cohort.

BackgroundDementia is a common complication of type 2 diabetes mellitus (T2DM), influenced by both g...

(1)
Mar 2026 41910452
Enhancing Parkinson's Disease Staging: An Integrative Deep Learning Framework for Multimodal Feature Selection.

Parkinson's disease (PD) affects 10 million globally, with accurate staging essential for personaliz...

Mar 2026 41910849
Adaptive AI for Cardiovascular Event Adjudication: Cardiovascular Event Adjudication Across Different Definitions in the ODYSSEY OUTCOMES and EUCLID Trials.

BACKGROUND: Clinical endpoint classification (CEC) is the gold standard for cardiovascular endpoint ...

Mar 2026 41911340
A unified deep learning framework for cross-platform harmonization of multi-tracer PET quantification in neurodegenerative disease.

Quantitative PET underpins diagnosis and treatment monitoring in neurodegenerative disease, yet syst...

Mar 2026 41912831
Altered degree centrality and resting-state functional connectivity in epilepsy patients with focal to bilateral tonic-clonic seizures.

Focal to bilateral tonic-clonic seizures (FBTCS) is a severe form of seizure associated with various...

Mar 2026 41916438
Machine learning-based prediction of postoperative delirium from intraoperative EEG signal alterations in brain functional connectivity.

OBJECTIVES: Postoperative delirium (POD) is a frequent complication following cardiovascular surgery...

Mar 2026 41966719
A Machine learning framework for calf muscle fatigue assessment using IMU sensors and EMG-Based labeling.

PURPOSE: Calf muscle fatigue detection is essential for sports performance monitoring, injury preven...

Mar 2026 41946214
Isoginkgetin protects against degeneration of ALS motor neurons via regulating the GSK-3β-TFEB signaling axis.

Lysosomal dysfunction is a core pathological driver of neurodegenerative diseases such as amyotrophi...

Mar 2026 41912102
A hybrid deep learning framework for epileptic seizure prediction using scalp and intracranial EEG data.

Epilepsy is a prevalent neurological disorder affecting over 50 million people globally, often impai...

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Mar 2026 41905025
Multiphysics learning with graph neural networks for thrombosis prediction in intracranial aneurysms.

Intracranial aneurysms are pathological dilations of cerebral arteries affecting 3-5% of the populat...

(2)
Mar 2026 41905249
Machine learning prediction of discharge destination in patients with Parkinson's disease; a nationwide cohort study.

Risk stratification during hospitalization may support real-world discharge planning. We developed a...

Mar 2026 41896562
Can a novel computer vision-based framework detect head-on-head impacts during a rugby league tackle?

BACKGROUND: Head-on-head impacts are a risk factor for concussion, which is a concern for sports. Co...

Mar 2026 39832883
Quantitative pathology and APOE genotype reveal dementia risk and progression in Lewy body disease.

Dementia in Lewy body diseases (LBD) is common and arises through heterogeneous and incompletely und...

Mar 2026 41889331
A Machine Learning Approach to Predict Objective and Subjective Low Back Fatigue Using Postural Control Features During Sustained Trunk Flexion.

OCCUPATIONAL APPLICATIONSThis study investigated whether tree-based machine learning algorithms can ...

(1)
Mar 2026 41891426
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