Neurology

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

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Showing 841-861 of 12,810 articles
Cognitive structure and progression in Parkinson's disease: insights from a tablet-based assessment.

Cognitive impairment is an important constraint for PwPD with Parkinson's disease (PwPD). Digital as...

(2)
Jul 2026 42457903
Endometriosis Unveiled: Innovations in Diagnosis and Management of Endometriosis.

Endometriosis is a chronic inflammatory condition that can result in chronic pain through complex no...

Jul 2026 42442755
Artificial-Intelligence-Driven Electromyography Adaptation for Elderly Assistance at Physiological, Functional, and Behavioral Levels.

Older adults frequently face difficulties in activities of daily living (ADLs) due to age-related de...

Jul 2026 42459710
An explainable artificial intelligence framework for clinical decision support in stroke discharge planning.

BACKGROUND: Stroke, a leading cause of global mortality and disability, requires accurate prediction...

Jul 2026 42455845
Interactions between minimal amount of exercise and low-density lipoprotein cholesterol on incident dementia after stroke.

Cognitive impairment often follows stroke. Regular physical activity has been shown to be associated...

Jul 2026 42519014
The effect of community intervention based on deep learning-established early screening system and model construction for stroke.

BACKGROUND: Stroke is a common cardiovascular complication. The machine learning (ML) algorithms in ...

(2)
Jul 2026 42449251
Optimizing stroke mortality prediction: a comparative study of sampling, cost-sensitive learning, and threshold adjustment.

BACKGROUND: Stroke is a leading cause of mortality and disability worldwide, creating a critical nee...

(2)
Jul 2026 42449330
Artificial Intelligence in Neonatal Care: The Breadth of Promise, the Depth of Challenge-An Overview.

Artificial intelligence (AI) is becoming an integral tool in clinical care. The recent position stat...

(2)
Jul 2026 42444283
Nonverbal AI-Based Communication Robot for Staff in Disaster-Affected Care Facilities: Exploratory ABAB Intervention Study.

BACKGROUND: Medical and welfare facilities in the Noto region of Japan were severely affected by the...

(1)
Jul 2026 42447466
Metabolomic signatures for diagnosis and clinical severity in Parkinson's disease.

BACKGROUND: Parkinson's disease (PD) remains challenging to diagnose at early stages owing to subtle...

(1)
Jul 2026 42447752
Estimating blood-brain barrier exchange rate using diffusion-weighted arterial spin labeling and physics-guided neural networks.

This study proposes physics-guided neural network (PgNN) approaches for estimating perfusion and blo...

(3)
Jul 2026 42448252
Predicting comorbid anxiety in adolescents with major depressive disorder: an EEG-based machine learning approach with SHAP interpretability.

Comorbid anxiety in adolescents with major depressive disorder (adMDD) is linked to higher suicide r...

(1)
Jul 2026 42448661
Integrative multi-omics reveals MHC class II-mediated neuroinflammation and systemic metabolic dysregulation as transdiagnostic drivers in major brain disorders.

Psychiatric, neurodevelopmental, and neurodegenerative disorders, including Alzheimer's disease (AD)...

(3)
Jul 2026 42448663
Spatiotemporal deep learning for early detection of isolated REM sleep behavior disorder and Parkinson's disease using functional MRI data.

This study aimed to develop and evaluate a spatiotemporal deep-neural-network (stDNN) using resting-...

(1)
Jul 2026 42443195
ShuffleLeNet architecture for spinal cord injury classification and level detection.

PURPOSE: To develop an automated and accurate framework for classifying spinal cord injuries (SCI) a...

Jul 2026 42443571
Muscle synergy-driven deep learning for predicting multiphase knee joint loading in ACL-reconstructed patients.

BACKGROUND: Accurate estimation of knee contact force (KCF) is valuable for monitoring joint loading...

(1)
Jul 2026 42470974
Classification of neurodevelopmental disorders and typical development using deep learning and a portable patch-type electroencephalography device.

Autism spectrum disorder (ASD) and attention-deficit/hyperactivity disorder (ADHD) are common neurod...

(3)
Jul 2026 42518329
A Radiomics-Driven Model to Distinguish Between Clinically Similar Myxopapillary Ependymomas and Lumbosacral Schwannomas.

BACKGROUND AND OBJECTIVES: Myxopapillary ependymomas (MPE) and intradural lumbosacral schwannomas ma...

Jul 2026 42434191
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