Neurology

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

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Metabolite-centric identification of antimetabolite drug targets across cancer and neurodegenerative diseases.

Antimetabolites, primarily studied in cancer, are novel drugs targeting metabolic networks by mimick...

May 2026 42096632
Effective real-time self-rehabilitation exercise monitoring and correctness system for low back pain management.

In the modern era of working, Musculoskeletal Disorders (MSDs) are increasing drastically. One of th...

May 2026 42098294
Integration of glymphatic system function and hippocampal radiomics for diagnosis and conversion prediction of Alzheimer's disease.

BACKGROUND: Glymphatic system (GS) function and hippocampal microstructural changes are promising im...

May 2026 42098640
Research on depression diagnosis method based on multi-scale analysis of frontal lead EEG.

BACKGROUND: Depression is one of the most prevalent mental disorders globally, severely affecting in...

May 2026 42098689
Identification of a mitochondrial biomarker signature linking neuroinflammation to neuronal dysfunction in spinal cord injury.

To address the lack of reliable biomarkers for mitochondrial dysfunction that drives secondary injur...

May 2026 42092129
Combining EEG, event-related potentials, and MRI biomarkers for detection of mild cognitive impairment: A machine learning approach.

OBJECTIVE: Mild cognitive impairment (MCI) is an intermediary stage between typical cognitive aging ...

May 2026 42143838
An upper limb stroke rehabilitation exercise video dataset.

Stroke is one of the leading causes of disability worldwide with a disproportionately high burden in...

May 2026 42181301
Large language models for deductive qualitative content analysis in dementia-focused embedded pragmatic clinical trials: A comparative methodological study.

INTRODUCTION: Thematic coding helps researchers characterize intervention implementation in embedded...

May 2026 42093066
Ai-generated personalized informed consent for elective spinal surgery: a comparative study using retrieval-augmented generation.

BACKGROUND: Informed consent (IC) documents in spine surgery frequently lack procedure-specific risk...

May 2026 42096726
Improving Readability of Stroke Clinical Trial Consent Forms Using Artificial Intelligence.

BACKGROUND: Informed consent forms (ICFs) for clinical trials are often written above the recommende...

May 2026 42089176
TransVort: A Temporally-Coherent Physics-Guided Neural Network for Super-Resolving and Denoising 4D Flow MRI of Cerebrospinal Fluid.

OBJECTIVE: To enhance the diagnostic utility of 4D flow MRI in assessing cerebrospinal fluid (CSF) d...

May 2026 42090540
Testing Near-Field Radio-Frequency Sensors to Predict Respiratory Distress in Patients Living With Dementia: A Pilot Feasibility and Acceptability Study.

BackgroundPeople living with dementia (PLWD) with advanced illness are prone to respiratory distress...

May 2026 42090731
Adaptive multimodal learning for driver cognitive state monitoring using transformer-based fusion with personalized meta-learning and federated optimization.

Road accidents caused by driver fatigue and cognitive overload remain a significant public safety co...

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May 2026 42091631
Spinal Cord Radiomics-Driven Machine Learning Predicts Meaningful Clinical Improvement After Surgery for Degenerative Cervical Myelopathy: A Pilot Study.

A prospective observational cohort study. To determine whether machine learning models using radiomi...

May 2026 42091802
Predicting online motor learning after stroke in lower limb task using machine learning.

Online motor learning is central to effective learning and a crucial determinant of functional recov...

May 2026 42091985
Validation of remote multimodal AI screening for Parkinson disease across diverse settings.

BACKGROUND: Timely detection of Parkinson's disease (PD) remains limited by reliance on in-person ne...

May 2026 42092025
EEG-based harmful brain activity classification using deep learning and feature fusion.

The prevalence of research on harmful brain activity has increased, especially since the standardiza...

May 2026 42092079
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