Neurology

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

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Showing 484-504 of 12,810 articles
MDAGCN: A multimodal dynamic adaptive graph convolutional network for sleep staging.

Existing deep-learning-based sleep staging frameworks frequently rely on shared multimodal feature e...

(1)
Aug 2026 42616264
SCRIB is a Shared Transcriptomic Biomarker Candidate Linking Cardioembolic Stroke and Alzheimer's Disease.

Acute ischemic stroke is a major cause of death and disability, and post-stroke cognitive impairment...

(2)
Aug 2026 42616318
Deep Learning-Based Automated Clinical Gait Assessment From Kinematic Data in People With Stroke: Development and Validation Study.

BACKGROUND: Gait impairment is a prevalent sequela of stroke. Although observational gait analysis r...

(1)
Aug 2026 42616771
Carboxyl-terminal blockade of sortilin binding enhances progranulin gene therapy in a mouse model of frontotemporal dementia.

Frontotemporal dementia is commonly caused by loss-of-function mutations in the progranulin gene. Po...

Aug 2026 42616842
Sleep dynamics and epileptogenesis following Kainic acid in epilepsy-susceptible (DBA/2 J) and epilepsy-resistant (C57BL/6) mice.

Susceptibility to epileptogenesis varies in humans and mouse strains. We hypothesized that baseline ...

(1)
Aug 2026 42617906
AI-assisted FTIR spectroscopic profiling of exosomes: Emerging frontiers in early detection of Alzheimer's disease.

Alzheimer's disease (AD) remains one of the most challenging neurodegenerative disorders, primarily ...

Aug 2026 42617979
Structural Connectivity Alterations Within Frontal Subregions in Parkinson's Disease: Implications for Motor Dysfunction.

RATIONALE AND OBJECTIVES: Parkinson's disease (PD) is characterized by disrupted basal ganglia-thala...

(1)
Aug 2026 42618424
Artificial Intelligence Analysis of Standard 12-Lead Electrocardiograms for Screening of Symptomatic Diabetic Peripheral Neuropathy.

AIM: To investigate whether artificial intelligence (AI) models trained on standard 12-lead electroc...

(1)
Aug 2026 42618536
An artificial intelligence-driven workflow to detect the macula and quantify retinal ganglion cells in nonhuman primates.

The retinal ganglion cell layer integrates and transmits stimuli from photoreceptors to the central ...

(1)
Aug 2026 42618539
Automatic MRI-Based segmentation of ablation zones in spine and liver: A comparative study of network performance and influencing factors.

PURPOSE: Ablation therapies are a treatment option for cancer patients, particularly for conditions ...

(8)
Aug 2026 42618738
Psychedelics align brain activity with context.

Psychedelics can profoundly alter consciousness by reorganizing brain connectivity1,2, producing acu...

(1)
Aug 2026 42618786
CSF Cytokine Network Organization Predicts Progression Independent of Relapse and MRI Activity in Multiple Sclerosis.

OBJECTIVE: Progression independent of relapse activity is a major determinant of long-term disabilit...

Aug 2026 42618980
Rational Design of Light-Driven Molecular Motors Enabled by a Data-Efficient Machine Learning Framework for Nonadiabatic Dynamics.

Light-driven molecular rotary motors convert photon energy into mechanical motion, but designing sys...

Aug 2026 42619068
Mitochondria-Targeted Nanotherapies in Aging Neurodegenerative Disorders: Emerging Prospects and Clinical Potential.

Aging is a significant risk factor of neurodegenerative disorders (NDs) such as Huntington's, Alzhei...

(1)
Aug 2026 42619255
Disease-specific tau polymorphs are associated with unique protein networks across proteinopathies.

Tau protein aggregates adopt distinct conformations across tauopathies, yet the protein interactions...

Aug 2026 42613429
Comparative outcomes of balloon-expandable versus self-expanding transcatheter aortic valves: insights from a large-scale German registry.

BACKGROUND: While transcatheter aortic valve replacement (TAVR) has become an established alternativ...

(5)
Aug 2026 42613595
Characterization of Genetic Risk Factors of Cerebral Small Vessel Disease Based on Large-scale Transcriptome Profiling.

Cerebral small vessel disease (CSVD) is a major contributor to stroke and dementia, and it endangers...

(2)
Aug 2026 42613743
Foundation Model Forecasting of Headache Days in People With Persisting Postconcussion Symptoms.

OBJECTIVES: We aimed to forecast headache in individuals with persisting postconcussion symptoms usi...

(2)
Aug 2026 42611195
Deep Learning for Scalp-Level Nonlinear Source Separation in Electroencephalogram: A Comparative Evaluation of Spatiotemporal Architectures.

Electroencephalography (EEG) is a common technique to measure field potentials of various brain regi...

(1)
Aug 2026 42611648
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