Neurology

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

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Showing 106-126 of 12,810 articles
Integrating network medicine and foundation models reveals cell-type-specific regulatory alterations in Alzheimer's disease.

Alzheimer's disease is a complex neurodegenerative disorder characterized by progressive cognitive d...

(3)
Oct 2026 42840584
Machine learning-driven pharmacovigilance of antidiabetic drugs: comparative reporting patterns and classification of serious adverse events.

PURPOSE: This study aims to evaluate the comparative adverse drug event (ADE) reporting patterns ass...

(3)
Oct 2026 42837004
Deep Learning-based Synthesis of Amyloid PET Images from Structural MRI in Alzheimer's Disease.

RATIONALE: Amyloid-beta (Aβ) plaques in Alzheimer's disease (AD) are commonly imaged with specific P...

(3)
Oct 2026 42837090
Efficacy and Safety of the Felix NeuroAI Wristband for Essential Tremor: Results of a 1-Year Open-Label Extension Trial.

BACKGROUND: Essential tremor (ET) impacts daily activities and quality of life. A pivotal study of a...

(1)
Oct 2026 42831650
Quantitative assessment of cervical spinal cord injury: Methods, clinical utility, and future directions.

STUDY DESIGN: Literature review. OBJECTIVES: To provide a structured narrative summary of quantitati...

(4)
Oct 2026 42831654
Machine learning-assisted osteoporosis detection using radiographic canal bone ratio (CBR-7) and demographic features.

PURPOSE: Osteoporosis remains underdiagnosed in aging populations due to its asymptomatic nature and...

(1)
Oct 2026 42832076
Involuntary facial muscle activity during imagined vocalisation contaminates EEG and enables emotion decoding.

OBJECTIVE: Decoding imagined speech from electroencephalography (EEG) recordings is potentially usef...

(3)
Oct 2026 42833259
Mechanomarker-informed identification of Alzheimer's disease based on lateral ventricular deformation.

Structural magnetic resonance imaging reveals lateral ventricular enlargement as a prominent structu...

(2)
Oct 2026 42833370
Machine Learning for Predicting Long-Term Outcomes in Neurocritical Care: A sub-analysis from the SYNAPSE-ICU Study.

PURPOSE: Neurocritical conditions present significant challenges in the intensive care unit (ICU), e...

(6)
Oct 2026 42833556
Phenotypic determinants of atrial fibrillation in ischaemic stroke: a retrospective study.

BACKGROUND: Atrial fibrillation (AF) is a common cause of ischaemic stroke and a major global health...

(5)
Oct 2026 42833699
Algorithmic fairness reporting in artificial intelligence for spinal deformity: a systematic review.

PURPOSE: Artificial intelligence (AI) and machine learning (ML) are increasingly studied for diagnos...

(4)
Oct 2026 42834335
EEG emotion recognition via multilevel entropy analysis: The power of entropy of entropy on phase dynamics.

Emotion recognition from EEG signals has become a central task in affective computing, offering non-...

(2)
Oct 2026 42832453
Localization and anticipation of seizure onset and propagation using network architecture of pathological high-frequency oscillations.

OBJECTIVE: In focal epilepsies, seizures originate from a presumed seizure onset zone (SOZ) and prop...

Oct 2026 42828461
Electroencephalography research in neuropathic pain (Review).

Neuropathic pain (NP), arising from lesions or dysfunction of the somatosensory system, remains a ma...

(4)
Oct 2026 42825354
Mapping the evolution of dual-task paradigms in cognitive aging: A bibliometric analysis of research landscapes and translational applications.

The increasing burden of dementia highlights the need for sensitive and ecologically relevant tools ...

(3)
Oct 2026 42825889
Bisphenol A Exposure Perturbs the Immune Microenvironment in Alzheimer's Disease: Insights from Network Toxicology and Single-Cell Transcriptomics.

Alzheimer's disease (AD) is a multifactorial neurodegenerative disorder in which exposure to environ...

(5)
Oct 2026 42825974
EEG-based mental workload recognition during multi-tasking scenarios: the role of resting-state normalization and brain region of EEG features.

EEG-based mental workload (MWL) recognition is challenged by inter-individual variability and limite...

(1)
Oct 2026 42826115
Acidic cannabinoids in brain disorders: Neurobiological mechanisms, preclinical evidence, and translational challenges.

Acidic cannabinoids, including tetrahydrocannabinolic acid (THCA), cannabidiolic acid (CBDA), cannab...

(4)
Oct 2026 42826598
Machine learning-based source-level EEG functional network biomarkers of antidepressant treatment response in major depressive disorder.

Major depressive disorder (MDD) is highly prevalent, yet antidepressant selection remains largely tr...

(3)
Oct 2026 42826878
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