Neurology

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

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Targeting SLK protects against cerebral ischemia-reperfusion injury by regulating USP8-mediated HIF-1α stabilization and RhoA/ROCK activation.

INTRODUCTION: Acute ischemic stroke (AIS) represents a major global contributor to mortality and chr...

(1)
Jul 2026 42387373
Intelligent differentiation between Parkinson's disease and essential tremor using wearable sensors and machine learning: a temporal validation study.

BACKGROUND: Parkinson's disease (PD) and essential tremor (ET) are prevalent movement disorders with...

(1)
Jul 2026 42387488
Archetypal Visual Field Analysis of Patients With Chronic Leber Hereditary Optic Neuropathy in Relation to Visual Recovery.

PURPOSE: To use the machine learning algorithm archetypal analysis (AA) to characterize visual field...

Jul 2026 42390170
Development and Validation of Machine Learning Models to Optimize Imaging and Referrals for Dizziness in the Emergency Department.

BACKGROUND: Dizziness and vertigo are common emergency department (ED) presentations, but only 2%-5%...

Jul 2026 42383526
Post-stroke rehabilitation in inflammatory rheumatic diseases: outcome measures, digital tools, and patient education perspectives.

Inflammatory rheumatic diseases (IRDs) represent a significant risk factor for cerebrovascular event...

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Jul 2026 42384268
Parkinson's disease classification using optimized attention-based deep learning from EEG signals with interpretable sub-band topography.

Parkinson's disease (PD) diagnosis remains challenging because subtle neural alterations may be diff...

Jul 2026 42384288
Screening and Evaluation of Post-stroke Dysphagia: Insights from Neurology, Artificial Intelligence and Data Science-A Scoping Review.

Post-stroke dysphagia (PSD) affects approximately 42% of acute stroke patients, increasing hospitali...

(1)
Jul 2026 42384315
Exploring Complex Genetic Mechanisms in Brain Imaging Genetics via a New Multi-task Learning Method.

Brain imaging genetics generally combines genotype data with brain structure and functional measures...

Jul 2026 42384500
LLM-enhanced Neuron Segmentation and Reconstruction in Complex Mouse Brain Images.

Neuron segmentation in complex mouse brain images improves neuron reconstruction and supports studie...

Jul 2026 42384521
EMG-Based Gait Estimation Using Koopman-Inspired Method.

EMG-based state estimation and prediction in human-machine interaction,biomechanics, and robotics ap...

Jul 2026 42384534
Multi-view constrained semi-supervised vertebra detection for 3D ultrasound spine volume.

BACKGROUND: Scoliosis is a spinal disorder characterized by a three-dimensional (3D) deformity of th...

(1)
Jul 2026 42384571
Biologically inspired mechanisms for enhancing robustness in EEG signal modeling: Challenges, opportunities, and perspectives.

The human brain maintains functional stability under changing conditions through interacting process...

Jul 2026 42385308
NeuroHarm‑Kit: An Open‑Source Toolbox for Benchmarking Deep‑Learning Harmonization of Multi‑Site T1‑Weighted MRI.

Multi‑site magnetic resonance imaging (MRI) studies enable studying brain structure across diverse p...

Jul 2026 42386103
A Dataset with Bilingual TV Commands for Silent Speech Interfaces Using Electroencephalographic Signals.

This paper introduces TESSCCo (TV-control EEG-based Silent Speech Command Corpus), a new dataset inc...

Jul 2026 42387018
Leveraging Swin Transformer for Enhanced Diagnosis of Alzheimer's Disease Using Multi-Shell Diffusion MRI.

OBJECTIVE: This study aims to support early diagnosis of Alzheimer's disease and detection of amyloi...

Jul 2026 41284461
Assessing the Robustness of Deep Learning Based Brain Age Prediction Models Across Multiple EEG Datasets.

The increasing availability of large electroencephalography (EEG) datasets enhances the potential cl...

Jul 2026 41329579
Cognitive Process Models Reveal Meaningful Brain-Behavior Associations in the Adolescent Brain Cognitive Development Study Stop-signal Task.

Characterizing associations between individual differences in brain activity and behavior remains a ...

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Jul 2026 41707230
Cloud EEG Privacy Using Red-Billed Blue Magpie Optimized Physics-Penalized Dual-Branch Spectral-Spatial Neural Network for Epileptic Seizure Prediction.

Epileptic seizure prediction is a critical research area that enables timely intervention and preven...

Jul 2026 42063259
Inpatient Robotic Therapy for Stroke Survivors With Severe Upper Limb Impairments: A Randomized Controlled Trial.

IMPORTANCE: Understanding how upper extremity (UE) robotic therapy (RT) affects efficiency and effec...

(1)
Jul 2026 42207708
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