Neurology

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

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Showing 43-63 of 12,810 articles
Fractional-order dynamical modelling of neurophysiological reaction-diffusion model of adiposity-induced cognitive decline using physics-informed neural networks.

Obesity, hyperglycemia, and aging are major risk factors for dementia-related disorders, particularl...

(4)
Oct 2026 42878916
Automation in sleep state classification and maturity evaluation of EEG in preterm-born infants.

There is a growing need to automate EEG monitoring of preterm-born infants, particularly where exper...

(6)
Oct 2026 42880504
Achieving detailed medial temporal lobe segmentation with upsampled isotropic training from implicit neural representation.

Imaging biomarkers in magnetic resonance imaging (MRI) are important tools for diagnosing, tracking ...

(3)
Oct 2026 42880559
A GRAPH CONVOLUTION BASED DUAL-BRANCH NETWORK FOR DECODING OF UPPER-LIMB MOTOR IMAGERY EEG SIGNALS.

BACKGROUND: Analysing motor imagery EEG signals using conventional Euclidean feature computation is ...

(7)
Oct 2026 42880669
For Patients With Sequelae From Bell's Palsy, Electrical Stimulation May Cause Increased Synkinesis When Aggressively Applied in the Acute Phase of Recovery.

OBJECTIVES: To investigate the phase-specific impact of cumulative nonselective electrical stimulati...

(3)
Oct 2026 42885175
Assessment of change in drug-induced parkinsonism in daily-life gait using vision-based machine learning.

Drug-induced parkinsonism is a potentially reversible movement disorder that may be subtle and diffi...

(4)
Oct 2026 42879498
Accuracy of Machine Learning in Differential Diagnosis of Multiple System Atrophy: A Systematic Review and Meta-Analysis.

BACKGROUND: Multiple system atrophy (MSA) is frequently misdiagnosed as Parkinson's disease (PD) or ...

(3)
Oct 2026 42872575
Multimodal Evidence for Large-scale Network Imbalance in Etomidate Use Disorder.

BACKGROUND: Etomidate use disorder (EUD) is an escalating public health issue in East and Southeast ...

(4)
Oct 2026 42872911
Trans-Vatabnet: Transcriptomic Signatures For Parkinson's Disease Detection Using Deep Learning.

The early detection of Parkinson's disease (PD) is critical for timely and effective clinical interv...

(5)
Oct 2026 42873480
Identifying drugs associated with Alzheimer's disease risk using machine learning-assisted signal detection.

BackgroundSeveral Alzheimer's disease (AD) clinical trials currently focus on drug repurposing. Mach...

(5)
Oct 2026 42873658
Advancing early detection of Alzheimer's disease: from established biomarkers to future innovations.

Alzheimer's disease (AD) is a major form of dementia, imposes an escalating global burden on public ...

(9)
Oct 2026 42874179
Machine Learning Framework for Integration of Video and EEG Reveals Distinct Seizure Phenotypes in Mouse Models of Epilepsy.

Video-electrocorticogram (VEEG) recordings are the gold-standard diagnostic tool for detecting and c...

(7)
Oct 2026 42875184
AI in Neuro-Oncology: An Overarching Review.

Artificial intelligence (AI) is increasingly being applied across neuro-oncology domains to analyze ...

(4)
Oct 2026 42867147
Artificial intelligence-based prediction of cerebrospinal fluid leak in skull base surgery: a scoping review.

BACKGROUND: Cerebrospinal fluid (CSF) leak remains one of the most significant complications of skul...

(3)
Oct 2026 42867660
Emerging hydrogel platforms for disease modeling, diagnosis, and imaging of Alzheimer's disease.

Alzheimer's disease (AD) is a progressive neurodegenerative disease characterized by the presence of...

(5)
Oct 2026 42867924
Distinctive patterns of right-hemisphere vulnerability in cerebral small vessel disease: a gray matter asymmetry study.

Cerebral small vessel disease (CSVD) is a leading cause of vascular cognitive impairment (VCI), char...

(10)
Oct 2026 42869157
Artificial Intelligence and Facial Analysis/Facial Nerve/Facial Palsy.

Artificial intelligence (AI)-based facial analysis enables objective and quantitative evaluation of ...

(3)
Oct 2026 42869728
Human-artificial intelligence collaboration for comanaging epilepsy in real time.

One-third of the world's 70 million people with epilepsy have seizures uncontrolled by medication, a...

(10)
Oct 2026 42869994
Artificial intelligence in central nervous system autoimmune diseases: from clinical decision support to mechanistic discovery and translation.

Central nervous system (CNS) autoimmune diseases, including multiple sclerosis (MS), neuromyelitis o...

(4)
Oct 2026 42870063
Seizures as a marker of severe multi-organ involvement in neuropsychiatric systemic lupus erythematosus: a diagnostic risk stratification study.

OBJECTIVE: This study aimed to identify independent predictors of seizure occurrence in patients wit...

(7)
Oct 2026 42870198
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