Neurology

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

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Showing 1912-1932 of 12,830 articles
Deep Learning Informed by Contrast-enhanced MRI Allows for Precise Segmentation of the Choroid Plexus in Non-contrast Data.

RATIONALE AND OBJECTIVES: The choroid plexus (ChP) is involved in cerebrospinal fluid (CSF) producti...

Apr 2026 41982037
ML-Based Multidomain Speech Biomarkers for Multiclass Parkinson's Severity: An Indian Corpus and Clinically Calibrated Labels.

OBJECTIVE: Speech provides a lightweight window into articulatory and phonatory impairment in Parkin...

Apr 2026 41986191
AI-Driven Speech Analysis for Mental Health Prediction in Individuals with Voice Disorders.

BACKGROUND AND OBJECTIVE: Mental health disorders are common among individuals with voice disorders,...

Apr 2026 41986192
Psychometric modeling of Boston process approach data for dementia prediction in the Framingham Heart Study.

OBJECTIVES: Neuropsychological (NP) tests are multi-domain in execution. Reliance on a single score ...

Apr 2026 41975557
Integrated multi-omics and machine learning identify Casp8 and Pycard as central regulators of pyroptosis and necroptosis in spinal cord injury.

Programmed cell death pathways exacerbate secondary damage after spinal cord injury, yet their share...

Apr 2026 41975603
Digital Technology for Sleep Symptoms in Parkinson's Disease: A Scoping Review.

Sleep disturbances are highly prevalent and clinically significant non-motor features of Parkinson's...

(2)
Apr 2026 41978221
Fully Automatic Diabetic Wound Segmentation Using Lightweight Deep Convolutional Neural Networks.

Diabetic foot ulcers, resulting from neuropathic and/or vascular complications in patients with diab...

Apr 2026 41979755
Alzheimer's and Parkinson's Detection with Video-Based Hybrid Deep Learning from Brain MRI.

Dementia, which refers to disorders related to human memory, significantly affects the human brain, ...

Apr 2026 41979757
Artificial Intelligence in Spine Imaging Interpretation.

Spinal disorders, one of the leading causes of disability worldwide, are routinely assessed on imagi...

Apr 2026 41980600
Large-scale brain network alteration among OCD patients with suicidal thoughts and behavior: A microstate analysis of the electroencephalogram.

BACKGROUND: The prevalence of suicidality in obsessive-compulsive disorder (OCD) is understudied. Mo...

Apr 2026 41985754
Dual Component Framework Approach for Automated Nerve Conduction Study Interpretation: Rule-Based Coding and Fine-Tuned Language Model.

INTRODUCTION/AIMS: Nerve conduction study (NCS) interpretation is labor-intensive, and automation ma...

Apr 2026 41978328
Automated Imaging Differentiation for Dementia: Including Alzheimer Disease Dementia and Dementia with Lewy Bodies.

BACKGROUND AND OBJECTIVES: Differentiation of Alzheimer's disease dementia (ADD) and dementia with L...

Apr 2026 42179740
Machine Learning Identifies TRAPPC13/COPS5 as Biomarkers and Vesicle Transport Subtypes in Parkinson's Disease.

BACKGROUND: Parkinson's disease (PD) is a neurodegenerative disorder characterized by neuron loss an...

Apr 2026 41972297
E2T: EEG-to-Trajectory Transformer for Motor Imagery-based Fully-DoF Motion Prediction.

Brain-computer interfaces (BCIs) using electroen-cephalography (EEG) enable non-invasive, real-time ...

Apr 2026 41973558
Performance of Machine Learning Models for Sepsis and Stroke Detection Using EMS Data.

OBJECTIVES: Early sepsis and stroke recognition by emergency medical services (EMS) improves triage,...

(2)
Apr 2026 41973937
Development of a machine learning-based survival prediction model for ALS inclusive of the advanced-stage population.

OBJECTIVE: Develop a machine learning-based model for survival prediction in ALS, including advanced...

(1)
Apr 2026 41974001
Confounding factors in the generalisation of synthetic CT to diagnostic spine MRI.

Generalisation of synthetic CT (sCT) generation to diagnostic MRI data in the spine faces many chall...

(1)
Apr 2026 41974175
An exploratory study of headache pain intensity using facial expressions and APEX frames.

In this cross-sectional observational study, we developed a computer vision-based machine-learning m...

(2)
Apr 2026 41974887
Explainable machine learning for predicting mechanical ventilation in Alzheimer's patients with pneumonia: a SHAP-guided XGBoost nomogram based on MIMIC-IV.

Alzheimer's disease (AD) patients are particularly vulnerable to pneumonia and subsequent respirator...

(2)
Apr 2026 41974983
MultiMindNet: AI-based mental health analysis using hybrid deep learning approach and Hybrid Ant-Grey Wolf Optimization (HAGWO) algorithm.

Mental health disorders like depression and anxiety pose global challenges, requiring accurate, non-...

(1)
Apr 2026 41973779
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