Neurology

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

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Enrichment of extracellular vesicles using Mag-Net for the analysis of the plasma proteome.

Extracellular vesicles (EVs) in plasma are composed of exosomes, microvesicles, and apoptotic bodies...

Jul 2025 40595564
Machine learning for Parkinson's disease: a comprehensive review of datasets, algorithms, and challenges.

Parkinson's disease (PD) is a devastating neurological ailment affecting both mobility and cognitive...

Jul 2025 40595773
Brain structural features with functional priori to classify Parkinson's disease and multiple system atrophy using diagnostic MRI.

Clinical two-dimensional (2D) MRI data has seen limited application in the early diagnosis of Parkin...

Jul 2025 40595813
AI-based CT assessment of 3117 vertebrae reveals significant sex-specific vertebral height differences.

Predicting vertebral height is complex due to individual factors. AI-based medical imaging analysis ...

(1)
Jul 2025 40595983
EEG based real time classification of consecutive two eye blinks for brain computer interface applications.

Human eye blinks are considered a significant contaminant or artifact in electroencephalogram (EEG),...

(2)
Jul 2025 40596215
Attention-driven hybrid deep learning and SVM model for early Alzheimer's diagnosis using neuroimaging fusion.

Alzheimer's Disease (AD) poses a significant global health challenge, necessitating early and accura...

(1)
Jul 2025 40597079
Evaluating ChatGPT and DeepSeek in postdural puncture headache management: a comparative study with international consensus guidelines.

OBJECTIVE: To evaluate the use of ChatGPT and DeepSeek in clinical practice to provide healthcare pr...

Jul 2025 40597769
Machine learning-based brain magnetic resonance imaging radiomics for identifying rapid eye movement sleep behavior disorder in Parkinson's disease patients.

BACKGROUND: Traditional clinical diagnostic methods of rapid eye movement sleep behavior disorder (R...

(1)
Jul 2025 40597786
Deep learning for automated segmentation of radiation-induced changes in cerebral arteriovenous malformations following radiosurgery.

BACKGROUND: Despite the widespread use of stereotactic radiosurgery (SRS) to treat cerebral arteriov...

(1)
Jul 2025 40597846
Atrophy related neuroimaging biomarkers for neurological and cognitive function in Wilson disease.

BACKGROUND: Although brain atrophy is a prevalent finding in Wilson disease (WD), its role as a cont...

Jul 2025 40598398
Multisensory BCI promotes motor recovery via high-order network-mediated interhemispheric integration in chronic stroke.

BACKGROUND: Chronic stroke patients often experience persistent motor impairments, and current rehab...

Jul 2025 40598460
Identification of plasma proteins associated with seizures in epilepsy: A consensus machine learning approach.

Blood-based biomarkers in epilepsy could constitute important research tools advancing neurobiologic...

Jul 2025 40591616
Revisiting Euclidean alignment for transfer learning in EEG-based brain-computer interfaces.

Due to large intra-subject and inter-subject variabilities of electroencephalogram (EEG) signals, EE...

Jun 2025 40425023
The impact of EEG preprocessing parameters on ultra-low-power seizure detection.

OBJECTIVE: Closed-loop neurostimulation is a promising treatment for drug-resistant focal epilepsy. ...

Jun 2025 40586847
Microstate Analysis of Resting-State EEG Signals for Classifying Tinnitus from Healthy Subjects.

Electroencephalography (EEG) is a noninvasive technique for studying brain electrophysiology with h...

Jun 2025 40583807
Electroencephalogram features support the retrogenesis hypothesis of Alzheimer's disease: Exploratory comparison of brain changes in aging and childhood.

BackgroundThe retrogenesis hypothesis (RH) suggests that the functional and cognitive decline observ...

Jun 2025 40586221
Recent advances in fluid and tissue-based biomarkers for use in Parkinson's disease.

INTRODUCTION: Parkinson's disease (PD) is a common neurodegenerative disease leading to motor and no...

Jun 2025 40454943
Cognition-Eye-Brain Connection in Alzheimer's Disease Spectrum Revealed by Multimodal Imaging.

BACKGROUND: The connection between cognition, eye, and brain remains inconclusive in Alzheimer's dis...

Jun 2025 40583127
An FDG-PET-Based Machine Learning Framework to Support Neurologic Decision-Making in Alzheimer Disease and Related Disorders.

BACKGROUND AND OBJECTIVES: Distinguishing neurodegenerative diseases is a challenging task requiring...

Jun 2025 40577677
Artificial Intelligence-Based Detection of Central Retinal Artery Occlusion Within 4.5 Hours on Standard Fundus Photographs.

BACKGROUND: Prompt diagnosis of acute central retinal artery occlusion (CRAO) is crucial for therape...

Jun 2025 40576025
Investigating the benefits of artificial neural networks over linear approaches to BMI decoding.

Brain-machine interfaces (BMI) aim to restore function to persons living with spinal cord injuries b...

Jun 2025 40527337
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