Neurology

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

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Showing 3193-3213 of 12,840 articles
Optic nerve sheath diameter in the prognosis of patients with traumatic optic neuropathy: Evaluation and predictive efficacy.

The purpose of this study was to evaluate and predict visual prognosis in patients with traumatic op...

Jul 2025 40615036
Hybrid Transformer for Early Alzheimer's Detection: Integration of Handwriting-Based 2D Images and 1D Signal Features.

Alzheimer's Disease (AD) is a prevalent neurodegenerative condition where early detection is vital. ...

Jul 2025 40601463
An EEG-based seizure prediction model encoding brain network temporal dynamics.

EEG-based seizure prediction enables timely treatment for patients, but its performance is limited b...

Jul 2025 40601467
Design of a Mobile App and a Clinical Trial Management System for Cognitive Health and Dementia Risk Reduction: User-Centered Design Approach.

BACKGROUND: The rising prevalence of dementia is a major concern, with approximately 45% of cases li...

Jul 2025 40601924
Artificial Intelligence and Machine Learning in Neuromodulation for Epilepsy.

Recent advances in artificial intelligence (AI) and machine learning (ML) can revolutionize neuromod...

(1)
Jul 2025 40601969
Advanced multiscale machine learning for nerve conduction velocity analysis.

This paper presents an advanced machine learning (ML) framework for precise nerve conduction velocit...

(1)
Jul 2025 40603452
Multimodal nomogram integrating deep learning radiomics and hemodynamic parameters for early prediction of post-craniotomy intracranial hypertension.

To evaluate the effectiveness of deep learning radiomics nomogram in distinguishing early intracrani...

Jul 2025 40603533
Machine learning-assisted optimization of dietary intervention against dementia risk.

A healthy diet has been associated with a reduced risk of dementia. Here we devised a Machine learni...

(1)
Jul 2025 40603580
A deep learning model for early diagnosis of alzheimer's disease combined with 3D CNN and video Swin transformer.

Alzheimer's disease (AD) constitutes a neurodegenerative disorder predominantly observed in the geri...

Jul 2025 40603911
A dual path graph neural network framework for dementia diagnosis.

Dementia typically results from damage to neural pathways and the consequent degeneration of neurona...

Jul 2025 40604054
A multi-modal graph-based framework for Alzheimer's disease detection.

We propose a compositional graph-based Machine Learning (ML) framework for Alzheimer's disease (AD) ...

Jul 2025 40594200
Advanced machine learning applications in fibromyalgia to assess the relationship between 3D spinal alignment with clinical outcomes.

This study leveraged machine learning (ML) models to explore the relationship between three-dimensio...

Jul 2025 40594489
Classifying and diagnosing Alzheimer's disease with deep learning using 6735 brain MRI images.

Traditional diagnostic methods for Alzheimer's disease often suffer from low accuracy and lengthy pr...

Jul 2025 40594827
A novel neuroimaging based early detection framework for alzheimer disease using deep learning.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that significantly impacts cogn...

(1)
Jul 2025 40596195
A novel ST-GCN model based on homologous microstate for subject-independent seizure prediction.

Due to the lack of validated universal seizure markers, population-level prediction methods often ex...

Jul 2025 40596418
Scalable geometric learning with correlation-based functional brain networks.

Correlation matrices serve as fundamental representations of functional brain networks in neuroimagi...

Jul 2025 40596580
MRI based early Temporal Lobe Epilepsy detection using DGWO based optimized HAETN and Fuzzy-AAL Segmentation Framework (FASF).

This work aims to promote early and accurate diagnosis of Temporal Lobe Epilepsy (TLE) by developing...

(2)
Jul 2025 40601647
Soft Robotics for Parkinson's Disease Supported by Functional Materials and Artificial Intelligence.

Progressive neurodegenerative disease known as Parkinson's disease (PD) is characterized by both mot...

Jul 2025 40606522
Hip surveillance in children with cerebral palsy in the UK : history, challenges, and future directions.

Cerebral palsy (CP) is associated with musculoskeletal complications in children, notably hip migrat...

(2)
Jul 2025 40588239
Fully automated measurement of paediatric cerebral palsy pelvic radiographs with BoneFinder : external validation using a national surveillance database.

AIMS: BoneFinder is a machine-learning tool that can automatically calculate Reimers migration perce...

(2)
Jul 2025 40588249
Automated posture adjustment system for immobilized patients using EEG signals.

This paper presents a Brain Computing Interface (BCI) system utilizing Electroencephalography (EEG) ...

(1)
Jul 2025 40590380
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