Neurology

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

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Multimodal MRI radiomics enhances epilepsy prediction in pediatric low-grade glioma patients.

BACKGROUND: Determining whether pediatric patients with low-grade gliomas (pLGGs) have tumor-related...

(2)
May 2025 40402200
Ambient technology in epilepsy clinical practice.

The utilization of large language model-based artificial intelligence (AI) in the field of neurology...

(1)
May 2025 40402540
AlphaGrad: Normalized Gradient Descent for Adaptive Multi-loss Functions in EEG-based Motor Imagery Classification.

In this study, we propose AlphaGrad, a novel adaptive loss blending strategy for optimizing multi-ta...

(2)
May 2025 40402697
NSSI-Net: A Multi-Concept GAN for Non-Suicidal Self-Injury Detection Using High-Dimensional EEG in a Semi-Supervised Framework.

Non-suicidal self-injury (NSSI) is a serious threat to the physical and mental health of adolescents...

May 2025 40402701
Identification of shared mechanisms between Alzheimer's disease and atherosclerosis by integrated bioinformatics analysis.

Alzheimer's disease (AD) and atherosclerosis (AS) are two interacting diseases mostly affecting aged...

May 2025 40405226
Novel Voice Signal Segmentation Based on Clark Distance to Improve Intelligent Parkinson Disease Detection.

This paper presents a novel classifier based on the Clark distance for early detection of Parkinson'...

May 2025 40410058
Random field image representations speed up binary discrimination of brain scans and estimate a phenotype glioblastoma cancer cell model.

MRI brain scans alone are not a definitive measure of dementia. Deep-learning algorithms (DLA) and p...

(1)
May 2025 40470222
Potential Function-Based Molecular Dynamics Simulation of Al-Cu-Li Alloys and Comparison with Experiments.

Due to their excellent specific strength and lightweight characteristics, Al-Cu-Li alloys are widely...

May 2025 40508419
Diagnostic Accuracy of Machine Learning-Assisted MRI for Mild Cognitive Impairment in Parkinson's Disease: A Systematic Review and Meta-Analysis.

To evaluate the diagnostic accuracy of machine learning-assisted magnetic resonance imaging (MRI) in...

May 2025 40443718
Classification of neurodegenerative diseases using brain effective connectivity and machine learning techniques: a systematic review.

BACKGROUND: Effective connectivity (EC) refers to the directional influences or causal relationships...

May 2025 40474923
Older people and stroke: a machine learning approach to personalize the rehabilitation of gait.

INTRODUCTION: Stroke is a significant global public health challenge, ranking as the second leading ...

(1)
May 2025 40485844
Genetic Risk Scores in Stroke Research and Care.

Stroke remains a leading cause of death and disability worldwide. While well-established risk factor...

May 2025 40396275
Can machine learning be a reliable tool for predicting hematoma progression following traumatic brain injury? A systematic review and meta-analysis.

BACKGROUND: Predicting hematoma progression in traumatic brain injury (TBI) is crucial for timely in...

May 2025 40397134
The Role of HbA1c in Parkinson's Disease: An Integrative Analysis by Single-Cell, Bulk Transcriptome and Mendelian Randomization.

Decreased glucose tolerance is recognized as a factor associated with Parkinson's disease (PD) progr...

(1)
May 2025 40397357
UKF-based model parameter estimation to localize the seizure onset zone in ECoG.

Drug-resistant epilepsy (DRE) patients typically require surgical intervention or neurostimulation. ...

May 2025 40397631
Digital Biomarkers and AI for Remote Monitoring of Fatigue Progression in Neurological Disorders: Bridging Mechanisms to Clinical Applications.

Digital biomarkers for fatigue monitoring in neurological disorders represent an innovative approach...

(1)
May 2025 40426703
A pathway-informed disease-related gene identification approach and its application to screen novel risk genes for Alzheimer's disease.

BACKGROUND: Alzheimer's disease (AD) is a severe neurodegenerative disorder, yet its molecular mecha...

May 2025 40406678
Multi-branch GAT-GRU-transformer for explainable EEG-based finger motor imagery classification.

Electroencephalography (EEG) provides a non-invasive and real-time approach to decoding motor imager...

(1)
May 2025 40469097
Exploring the landscape of Parkinson's disease transcriptomics: a quantitative review of research progress and future directions.

INTRODUCTION: This study leverages bibliometric analysis to uncover the research landscape and spotl...

May 2025 40469842
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