Neurology

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

12,810 articles
Stay Ahead - Weekly Neurology research updates
Subscribe
Browse Categories
Showing 169-189 of 12,810 articles
An open-set learning framework for EEG-based sleep stage classification.

Objective.Existing sleep stage classification methods generally rely on a closed set assumption. The...

(3)
Sep 2026 42722007
Sub-second and multi-second dopamine dynamics underlie variability in human time perception.

Aberrant interval timing in the millisecond-to-second range is a consistent feature of neurological ...

(3)
Sep 2026 42803308
Older adults' attitudes toward knowing their risk of Alzheimer's disease and preclinical diagnostic communication: A nationwide study.

BackgroundCommunication about biomarkers and disclosure of Alzheimer's disease pathology is challeng...

(3)
Sep 2026 42803724
Explicit Mechanistic Causal Analyses or Interventional Trials Are Required for Objective, Clinical, Voice-Based Parkinson Disease Characterization.

For most with Parkinson disease, a movement disorder, voice and speech are impaired at some point, w...

(2)
Sep 2026 42804162
MRI Characteristics of Myelin Oligodendrocyte Glycoprotein Antibody-Associated Disease: A Review.

IMPORTANCE: Myelin oligodendrocyte glycoprotein antibody-associated disease (MOGAD) is a demyelinati...

(2)
Sep 2026 42804180
Cross-Modal Learning from fMRI to DOT: Leveraging Large-Scale Neuroimaging for fNIRS Decoding.

Functional near-infrared spectroscopy (fNIRS) and its tomographic extension, diffuse optical tomogra...

(4)
Sep 2026 42804388
Ethical integration of artificial intelligence in pediatric epilepsy neuropsychology: decision authority, communication, and surgical risk modeling.

Artificial intelligence (AI) is increasingly being incorporated into pediatric epilepsy care, with a...

(2)
Sep 2026 42805031
Explainable fMRI decoding reveals neurobiological signatures of emotional arousal complementary to traditional analyses.

OBJECTIVE: Understanding how emotional arousal is represented in the brain is fundamental for elucid...

(4)
Sep 2026 42805214
Endovascular Thrombectomy for Minor Ischemic Stroke: A Machine Learning Study of Treatment Effect Heterogeneity.

BACKGROUND AND OBJECTIVES: Endovascular thrombectomy (EVT) is standard of care for large vessel occl...

(4)
Sep 2026 42805794
ADGPT: A Prior-Guided and GPT-Empowered Framework for MRI-Based Alzheimer's Disease Diagnosis.

Existing artificial intelligence methods for Alzheimer's disease (AD) diagnosis predominantly emphas...

(2)
Sep 2026 42806197
Automated Derivation of Cerebral Performance Category at Hospital Discharge After Cardiac Arrest Using Natural Language Processing and Machine Learning.

BACKGROUND: Clinical notes in the electronic health record (EHR) contain rich information that may b...

(3)
Sep 2026 42806261
Binary Classification of Consciousness Using Cerebral Blood Flow and EEG Features.

BACKGROUND/OBJECTIVES: Assessing consciousness at the bedside in the neurocritical care unit is comp...

Sep 2026 42806264
Automated Cerebral Edema Detection using Electroencephalography in Post-cardiac Arrest Patients.

OBJECTIVES: To develop an electroencephalography (EEG)-based machine learning model to identify diff...

(5)
Sep 2026 42806266
Beyond Cure: Care as Medicine's Constitutive End and the Limits of a Cure-Centered Account.

Cure occupies a prominent place among the goods of medicine, yet its limits raise a fundamental ques...

(1)
Sep 2026 42801420
Multimodal Magnetic Resonance Imaging and Machine Learning Uncovers Distinct Progression Patterns in Friedreich Ataxia.

BACKGROUND: Friedreich ataxia (FRDA) is a rare neurodegenerative disorder with heterogenous clinical...

(1)
Sep 2026 42802091
A validated deep learning workflow for 3D quantification of amyloid plaques in cleared mouse brain.

Accurate quantification of amyloid plaque pathology is essential for understanding Alzheimer's disea...

(1)
Sep 2026 42799322
Potential Roles of Neuroimaging in Motor Neuron Disease.

PURPOSE OF REVIEW: The review is intended to summarize and discuss the increasing roles and perspect...

(3)
Sep 2026 42799915
Autoencoders for unsupervised analysis of rat myeloarchitecture.

Quantitative assessment of brain histology is often constrained by predefined feature sets and labor...

(2)
Sep 2026 42799916
Browse Categories