Neurology

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

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Alzheimer's disease knowledge graph enhances knowledge discovery and disease prediction.

OBJECTIVE: To construct an Alzheimer's Disease Knowledge Graph (ADKG) by extracting and integrating ...

Apr 2025 40306017
SMANet: A Model Combining SincNet, Multi-Branch Spatial-Temporal CNN, and Attention Mechanism for Motor Imagery BCI.

Building a brain-computer interface (BCI) based on motor imagery (MI) requires accurately decoding M...

(2)
Apr 2025 40232894
Flexor Synergy Assessment and Therapy for Persons With Stroke Using the ULIX Low Impedance Robot.

The flexor synergy after stroke results in involuntary activation of distal muscles when lifting the...

Apr 2025 40249696
Tiny Convolutional Neural Network with Supervised Contrastive Learning for Epileptic Seizure Prediction.

Automatic seizure prediction based on ElectroEncephaloGraphy (EEG) ensures the safety of patients wi...

Apr 2025 40289787
Interictal network dysfunction and cognitive impairment in epilepsy.

Epilepsy is diagnosed when neural networks become capable of generating excessive or hypersynchronou...

Apr 2025 40295879
Enhanced glaucoma classification through advanced segmentation by integrating cup-to-disc ratio and neuro-retinal rim features.

Glaucoma is a progressive eye condition caused by high intraocular fluid pressure, damaging the opti...

Apr 2025 40315660
Retinal Ischemic Perivascular Lesions (RIPLs) as Potential Biomarkers for Systemic Vascular Diseases: A Narrative Review of the Literature.

Retinal ischemic perivascular lesions (RIPLs) are characteristic focal thinning of the inner nuclear...

Apr 2025 40293678
Demonstration of impaired facial emotion perception in temporal lobe epilepsy by theta responses in EEG.

OBJECTIVE: Temporale lobe and occipito-temporal cortical areas play an important role in facial emot...

(1)
Apr 2025 40306371
A novel diagnosis method utilizing MDBO-SVM and imaging genetics for Alzheimer's disease.

Alzheimer's disease (AD) is the most common neurodegenerative disorder, yet its underlying mechanism...

(1)
Apr 2025 40311517
Application and optimization of the U-Net++ model for cerebral artery segmentation based on computed tomographic angiography images.

Accurate segmentation of cerebral arteries on computed tomography angiography (CTA) images is essent...

Apr 2025 40367559
Altered static and dynamic functional network connectivity and combined Machine learning in asthma.

Asthma is a reversible disease characterized by airflow limitation and chronic airway inflammation. ...

Apr 2025 40294842
Therapeutic potential of enzymes, neurosteroids, and synthetic steroids in neurodegenerative disorders: A critical review.

Neurodegenerative disorders present a significant challenge to healthcare systems, mainly due to the...

Apr 2025 40288591
Current and Emerging Precision Therapies for Developmental and Epileptic Encephalopathies.

Developmental and epileptic encephalopathies (DEEs) are severe neurological disorders characterized ...

Apr 2025 40381457
Parkinson's disease detection using inceptionV3: A Deep learning approach.

Parkinson's disease (PD) is a neurodegenerative condition that progressively affects motor function ...

(1)
Apr 2025 40395929
FusionXNet: enhancing EEG-based seizure prediction with integrated convolutional and Transformer architectures.

. Effective seizure prediction can reduce patient burden, improve clinical treatment accuracy, and l...

Apr 2025 40245880
TMNRED, A Chinese Language EEG Dataset for Fuzzy Semantic Target Identification in Natural Reading Environments.

Semantic understanding is central to advanced cognitive functions, and the mechanisms by which the b...

Apr 2025 40280929
Developmental coordination disorder and cerebral visual impairment: What is the association?

INTRODUCTION: Children with Developmental Coordination Disorder (DCD) experience impairments beyond ...

Apr 2025 40279697
Generative artificial intelligence, integrative bioinformatics, and single-cell analysis reveal Alzheimer's genetic and immune landscape.

The research aims to understand Alzheimer's genetic and immune landscapes using the amalgamation of ...

Apr 2025 40496817
Enhanced EEG-based Alzheimer's disease detection using synchrosqueezing transform and deep transfer learning.

The most prevalent type of dementia and a progressive neurodegenerative disease, Alzheimer's disease...

Apr 2025 40286903
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