Neurology

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

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Virtual Electroencephalogram Acquisition: A Review on Electroencephalogram Generative Methods.

Driven by the remarkable capabilities of machine learning, brain-computer interfaces (BCIs) are carv...

May 2025 40431969
Decision support system based on ensemble models in distinguishing epilepsy types.

This study aimed to classify patients' focal (frontal, temporal, parietal, occipital), multifocal, a...

(1)
May 2025 40382997
MT-RCAF: A Multi-Task Residual Cross Attention Framework for EEG-based emotion recognition and mood disorder detection.

BACKGROUND AND OBJECTIVE: Prolonged abnormal emotions can gradually evolve into mood disorders such ...

(1)
May 2025 40388870
Hybrid machine learning for real-time prediction of edema trajectory in large middle cerebral artery stroke.

In treating malignant cerebral edema after a large middle cerebral artery stroke, clinicians need qu...

May 2025 40379753
Quantitative electroencephalogram and machine learning to predict expired sevoflurane concentration in infants.

Processed electroencephalography (EEG) indices used to guide anesthetic dosing in adults are not val...

May 2025 40381151
Brain metabolic imaging-based model identifies cognitive stability in prodromal Alzheimer's disease.

The recent approval of anti-amyloid pharmaceuticals for the treatment of Alzheimer's disease (AD) ha...

May 2025 40382421
Development and Validation of a Prognostic Model for Independent Walking in Children with Cerebral Palsy Based on Machine Learning.

OBJECTIVE: To develop and validate machine learning-based models for predicting independent walking ...

May 2025 40389194
AI-enhanced telemedicine for personalized antiretroviral therapy in HIV patients with neurological comorbidities: a narrative review.

BACKGROUND: Human immunodeficiency virus (HIV), while now manageable as a chronic health condition w...

May 2025 40377263
Lightweight hybrid transformers-based dyslexia detection using cross-modality data.

Early and precise diagnosis of dyslexia is crucial for implementing timely intervention to reduce it...

May 2025 40379688
Diagnostic challenges of carpal tunnel syndrome in patients with congenital thenar hypoplasia: a comprehensive review.

Carpal Tunnel Syndrome (CTS) is the most common entrapment neuropathy, frequently presenting with pa...

(1)
May 2025 40380192
Research on Machine Learning Models Based on Cranial CT Scan for Assessing Prognosis of Emergency Brain Injury.

BACKGROUND: To evaluate the prognosis of patients with traumatic brain injury according to the Compu...

May 2025 40383267
High-Resolution Spatial Profiling of Microglia Reveals Proximity Associated Immunometabolic Reprogramming in Alzheimer's Disease.

Single-cell RNA sequencing has demonstrated that the presence of parenchymal amyloid plaques and int...

May 2025 40462993
Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types.

This research aims to decode hand grasps from Electroencephalograms (EEGs) for dexterous neuroprosth...

(2)
May 2025 40463690
Transforming Chronic Pain Management: Integrating Neuromodulation with Advanced Technologies to Tackle Cognitive Dysfunction - A Narrative Review.

Chronic pain is a complex and multidimensional condition that disrupts both physical function and co...

May 2025 40395938
Unlocking nerve regeneration: electrical stimulation and bioscaffolds to enhance peripheral nerve regeneration.

Peripheral nerve injury (PNI) is a challenging clinical problem resulting in disabling sensorimotor ...

May 2025 40454247
SyncLearnNet: Generalized Epileptic Seizure Detection Network Based on Brain Signals.

Epilepsy is a prevalent neurological disorder with significant detrimental effects on health. Accura...

May 2025 40372849
Quantifying Sleep Quality Through Delta-Beta Coupling Across Sleep and Wakefulness.

Modern lifestyles contribute to insufficient sleep, impairing cognitive function and weakening the i...

(2)
May 2025 40354211
Early detection of Alzheimer's disease progression stages using hybrid of CNN and transformer encoder models.

Alzheimer's disease (AD) is a neurodegenerative disorder that affects memory and cognitive functions...

May 2025 40368958
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