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 757-777 of 12,810 articles
AI-based Synthetic CT Angiography from Non-contrast CT for Cerebrovascular Disease Screening.

BACKGROUND: CT angiography (CTA) is a key investigation in cerebrovascular disease. However, CTA is ...

(8)
Jul 2026 42483869
Mathematical mapping of circadian genes in Alzheimer's disease.

Sleep-wake disturbances commonly occur in Alzheimer's disease (AD). However, the precise mechanisms ...

Jul 2026 42483877
Domain-specific functional outcome prediction in stroke rehabilitation: A multicenter artificial intelligence study.

BACKGROUND: Stroke is a leading cause of long-term disability worldwide, yet existing clinical decis...

Jul 2026 42485958
Machine learning approaches for prediction of epilepsy risk across clinical pathways: a systematic review.

Machine learning (ML) and deep learning (DL) models are increasingly being explored for individu...

Jul 2026 42486148
Diagnosis of Neurological Dysfunction from EEG Signals Using DuelQ-SeizureNet and Meta Black Ant Optimization for Epileptic Seizure Detection.

BACKGROUND: Early diagnosis of neurological dysfunctions, particularly epilepsy, is vital for early ...

Jul 2026 42486235
A comparative evaluation of multiple enlarged perivascular space segmentation tools.

BACKGROUND: Enlarged perivascular spaces (ePVS) are a marker of cerebral small vessel disease, poten...

Jul 2026 42486379
Post-thrombectomy models for outcome prediction in ischemic stroke: systematic review and external validation.

BACKGROUND: Outcome prediction models for patients with ischemic stroke after endovascular thrombect...

(2)
Jul 2026 42486683
Unified Multi-Class Electroencephalogram Artifact Recognition Using Machine Learning Classifiers.

Artifacts are noisy signals that commonly contaminate electroencephalographic (EEG) recordings, mixi...

(1)
Jul 2026 42478186
A Privacy-Preserving Markov Chain-Based Framework for Robust Motor Imagery EEG Classification in Brain-Computer Interfaces.

Accurate classification of motor imagery (MI)-based electroencephalogram (EEG) signals is often chal...

Jul 2026 42488525
Alzheimer's disease risk prediction via perceptual deformable attention generative adversarial network with large foundation models.

Predicting the risk of Alzheimer's disease (AD) is fundamental for early-stage intervention. Neverth...

Jul 2026 42485924
Exploring prediction of tick and tick-borne encephalitis cases in Sweden using citizen science data.

Tick-borne encephalitis (TBE) remains a severe public health threat in affected areas with shifting ...

Jul 2026 42495530
Mesenchymal stem cell-derived secretome in traumatic brain injury: Stage-specific paracrine mechanisms and translational challenges.

Traumatic brain injury (TBI) is a stage-dependent disorder that evolves from acute neuroinflammation...

(1)
Jul 2026 42480635
Detecting drug-induced EEG alterations with machine learning: A methodological proof-of-concept study in rats treated with MK-801.

INTRODUCTION: Although deep learning methods for EEG analysis are rapidly advancing, architectures d...

Jul 2026 42480726
Automated Analysis of Carotid Plaque Components in CT Angiography: Performance and Prognosis in Symptomatic Carotid Stenosis Patients.

RATIONALE AND OBJECTIVES: To develop and validate the performance and prognostic value of a deep-lea...

Jul 2026 42481369
A highly efficient detection model for early-stage Parkinson's disease using non-contact, multi-modality measurement and artificial intelligence.

Early diagnosis of Parkinson's disease (PD) is challenging due to the difficulty in identification o...

(5)
Jul 2026 42481462
Combining residual U-Net and data augmentation for dense temporal segmentation of spike wave discharges in single-channel EEG.

Manual annotation of spike-wave discharges (SWDs), the electrographic hallmark of absence seizures, ...

Jul 2026 42481563
Real-world deployment of remote sleep monitoring technologies reveals distinct patterns associated with cognitive decline.

Examining sleep patterns in relation to chronological ageing and dementia can provide insights for r...

Jul 2026 42481664
DeepPlaque: a scalable multimodal platform for Aβ pathology and cell analysis in Alzheimer's disease.

Histological analysis is essential for understanding disease pathology and the microenvironment, par...

Jul 2026 42481826
Machine learning-based clinical models for prediction of urinary incontinence after robot-assisted laparoscopic radical prostatectomy.

OBJECTIVE: To investigate risk factors for urinary incontinence (UI) after robot-assisted laparoscop...

(3)
Jul 2026 42481990
Targeting progressive multiple sclerosis: Toward mechanism-informed precision medicine.

Multiple sclerosis has undergone a therapeutic revolution over the past three decades. Randomized cl...

Jul 2026 42482223
Browse Categories