Neurology

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

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Motor imagery EEG signal classification using novel deep learning algorithm.

Electroencephalography (EEG) signal classification plays a critical role in various biomedical and c...

Jul 2025 40628758
Enhancing stroke risk prediction through class balancing and data augmentation with CBDA-ResNet50.

Accurate prediction of stroke risk at an early stage is essential for timely intervention and preven...

Jul 2025 40628791
The application and discovery of animal models in enterovirus research.

Enterovirus infection remains a significant global public health challenge, causing severe diseases ...

Jul 2025 40629191
Electrophysiological-based automatic subgroups diagnosis of patients with chronic dysimmune polyneuropathies.

BACKGROUND: Chronic Dysimmune Polyneuropathies (CDP) encompass a group of conditions characterized b...

Jul 2025 40624725
Recognition of Parkinson disease using Kriging Empirical Mode Decomposition via deep learning techniques.

UNLABELLED: Parkinson's disorder (PD) is a chronic, irreversible neurological disorder that is hard ...

(1)
Jul 2025 40628146
Speech production as an artificial intelligence-based 'process' measure of cognition sensitive to mild cognitive impairment and Alzheimer's disease.

Process scores in neuropsychological tests add incremental validity for detecting non-normative cog...

Jul 2025 40620004
Feature selection using metaheuristics to predict annual amyotrophic lateral sclerosis progression.

OBJECTIVE: Amyotrophic lateral sclerosis (ALS), a progressive neurodegenerative disease with no cura...

(1)
Jul 2025 40621723
Micrographia in Parkinson's Disease: Automatic Recognition through Artificial Intelligence.

BACKGROUND: Parkinson's disease (PD) leads to handwriting abnormalities primarily characterized by m...

(2)
Jul 2025 40622366
Enhanced particle swarm optimization for feature selection in SVM-based Alzheimer's disease diagnosis.

Alzheimer's Disease (AD) is a progressive neurodegenerative disorder marked by neuronal loss, leadin...

Jul 2025 40624099
Identification and validation of glucocorticoid receptor and programmed cell death-related genes in spinal cord injury using machine learning.

Spinal cord injury (SCI) is a severe neurological disorder, with glucocorticoids like methylpredniso...

(1)
Jul 2025 40624156
Prediction of Motor Symptom Progression of Parkinson's Disease Through Multimodal Imaging-Based Machine Learning.

The unrelenting progression of Parkinson's disease (PD) leads to severely impaired quality of life, ...

Jul 2025 40624388
Evaluation of retrieval-augmented generation and large language models in clinical guidelines for degenerative spine conditions.

PURPOSE: Degenerative spinal diseases often require complex, patient-specific treatment, presenting ...

Jul 2025 40619525
Optimal multimodal feature combination and classifier selection for music-based EEG signal analysis.

PURPOSE: Music perception is a fundamental human experience, integral to cognitive and emotional pro...

Jul 2025 40623363
Automated facial nerve identification in microsurgery with an improved unet.

To develop a deep-learning model that improves the segmentation and detection of Facial Nerve in mic...

Jul 2025 40618308
Biomimetic Analysis of Neurotransmitters for Disease Diagnosis through Light-Driven Nanozyme Sensor Array and Machine Learning.

Neurological diseases, including Alzheimer's disease, Parkinson's disease, and multiple sclerosis, p...

(3)
Jul 2025 40619587
Identification of inflammation-related biomarkers and therapeutic targets for neurogenic bladder fibrosis via multi-omics analysis.

Inflammatory responses play a crucial role in the progression of pediatric neurogenic bladder (NB)-a...

Jul 2025 40618693
MRI-based detection of multiple sclerosis using an optimized attention-based deep learning framework.

BACKGROUND: Multiple Sclerosis (MS) is a chronic neurological disorder affecting millions worldwide....

Jul 2025 40616778
Neuroimaging and biological markers of different paretic hand outcomes after stroke.

BACKGROUND: Hand dysfunction significantly affects independence after stroke, with outcomes varying ...

Jul 2025 40618160
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