Neurology

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

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Showing 2962-2982 of 12,840 articles
Precision medicine in Moyamoya vasculopathy.

PURPOSE OF REVIEW: Moyamoya vasculopathy is a progressive cerebrovascular steno-occlusive disease wi...

(1)
Dec 2025 41355354
Environmental exposures, epithelial barrier dysfunction, and the evolving landscape of allergic disorders and asthma.

PURPOSE OF REVIEW: Immediate hypersensitivity disorders, such as asthma, food intolerance, and anaph...

Dec 2025 41355466
Effects of Robot-Assisted Upper Extremity Training on Cognitive and Physical Functions in Patients With Stroke: A Randomized Controlled Study.

OBJECTIVE: Primary aim was to investigate the effects of upper extremity robot-assisted training, ap...

Dec 2025 41592339
ELAI-SGCN: An explainable lightweight adaptive information-perceiving spiking graph convolutional network for EEG-based emotion recognition.

BACKGROUND: Emotion recognition is increasingly essential for diagnosing mental disorders like depre...

(2)
Dec 2025 41420938
Saccade Tasks: A Noninvasive Approach for Predicting Postoperative Delirium in Elderly Arthroplasty Patients.

BACKGROUND: Postoperative delirium (POD) is a prevalent complication in elderly surgical patients. I...

(2)
Dec 2025 41344677
Recognizing intentions with body segmental cues of gait cycles before direction change during continuous walking.

BACKGROUND: Gait intention is typically detected using electroencephalogram (EEG) and primarily focu...

Dec 2025 41349427
Artificial intelligence in the detection of multiple sclerosis plaques: Can it influence the treatment decision?

BACKGROUND AND PURPOSE: To monitor multiple sclerosis (MS) progression, follow-up MRIs are used to d...

Dec 2025 41349455
Development of advanced lung cancer inflammation index-based machine learning models for predicting stroke and mortality: A comparative and interpretable study.

BACKGROUND: The Advanced Lung Cancer Inflammation Index (ALI) is a novel composite index that enable...

(1)
Dec 2025 41371087
One Hundred Years Later! The Current Utility of EEG Tools in Psychiatry: Some Insights and Perspectives.

ObjectiveSince the pioneering work of Hans Berger in 1929 introducing the utility of human electroen...

Dec 2025 41329844
Gait analysis and prediction in Parkinson's disease using rhythmic auditory stimulation: A data-driven approach with machine learning models.

BACKGROUND: Gait disturbance is a core feature of Parkinson's disease (PD), contributing to mobility...

Dec 2025 41352275
The AENEAS Project: Intraoperative Anatomical Guidance Through Real-Time Landmark Detection Using Machine Vision.

OBJECTIVE: To investigate the performance of a deep learning machine vision-based model in identifyi...

Dec 2025 41669377
Propagation mapping using iterative independent component analysis for seizure onset zone localization in temporal lobe epilepsy.

BACKGROUND: Epilepsy affects approximately 70 million people worldwide, with a third of them being d...

Nov 2025 41330522
A Causal Validation augmented Temporal Convolutional Framework for Brain Effective Connectivity Networks Estimation.

Advancements in neuroimaging have facilitated unprecedented insights into brain connectivity, making...

Nov 2025 41344108
QENNA: A quantum-enhanced neural network for early Alzheimer's detection using magnetic resonance imaging.

Early detection of Alzheimer's disease (AD) is essential for effective clinical intervention and dis...

Nov 2025 41344072
GCANet: Enhancing EEG-based auditory attention decoding with temporal frequency GCN and cross attention mechanisms.

In complex auditory environments, individuals rely on selective auditory attention to focus on a tar...

Nov 2025 41319803
Electromyography Signal Classification With Artificial Intelligence for Detection of Neuromuscular Disorders Using a Large Clinically-Acquired Database.

INTRODUCTION/AIMS: Artificial intelligence (AI) has shown potential in analyzing electromyography (E...

Nov 2025 41316805
Emerging risk factors for stroke and bleeding in patients with atrial fibrillation and heart failure-a narrative review.

Atrial fibrillation (AF) and heart failure (HF) frequently coexist, which leads to adverse clinical ...

Nov 2025 41318013
Spectral anomaly detection in physiological time-series data: A systematic review.

BACKGROUND: The identification of anomalies in physiological time-series data, specifically ECG and ...

Nov 2025 41411902
Examination of simple artificial intelligence-based analysis of dopamine transporter scintigraphy for supporting a diagnosis of Parkinson's disease.

INTRODUCTION: In the Movement Disorder Society criteria for the diagnosis of Parkinson's disease (PD...

Nov 2025 41296269
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