Neurology

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

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Development and validation of Prediction models for radiation-induced hypoglossal neuropathy in patients with nasopharyngeal carcinoma.

BACKGROUND AND PURPOSE: To establish predictive models for radiation-induced hypoglossal neuropathy ...

Apr 2025 40209855
Advances in MRI optic nerve segmentation.

Understanding optic nerve structure and monitoring changes within it can provide insights into neuro...

Apr 2025 40220726
Subtractive genomics approach: A guide to unveiling therapeutic targets across pathogens.

Subtractive genomics is an adaptable bioinformatics technique that is used to identify potential the...

Apr 2025 40204082
A novel intelligent grade classification architecture for Patent Foramen Ovale by Contrast Transthoracic Echocardiography based on deep learning.

Patent foramen ovale (PFO) is one of the main causes of ischemic stroke. Due to the complex characte...

Apr 2025 40209281
The Cognivue Amyloid Risk Measure (CARM): A Novel Method to Predict the Presence of Amyloid with Cognivue Clarity.

INTRODUCTION: At the present time, clinical detection of individuals who have amyloid in their brain...

Apr 2025 40192926
DP-MP: a novel cross-subject fatigue detection framework with DANN-based prototypical representation and mix-up pairwise learning.

. Electroencephalography (EEG) is widely recognized as an effective method for detecting fatigue. Ho...

(3)
Apr 2025 38986468
Prediction of new-onset migraine using clinical-genotypic data from the HUNT Study: a machine learning analysis.

BACKGROUND: Migraine is associated with a range of symptoms and comorbid disorders and has a strong ...

Apr 2025 40197205
Ensemble deep learning for Alzheimer's disease diagnosis using MRI: Integrating features from VGG16, MobileNet, and InceptionResNetV2 models.

Alzheimer's disease (AD) is a neurodegenerative disorder characterized by the accumulation of amyloi...

(2)
Apr 2025 40193955
Explainable artificial intelligence to diagnose early Parkinson's disease via voice analysis.

Parkinson's disease (PD) is a neurodegenerative disorder affecting motor control, leading to symptom...

Apr 2025 40188263
Interim results of exoskeletal wearable robot for gait recovery in subacute stroke patients.

Exoskeletons have been proposed for potential clinical use to improve ambulatory function in patient...

(1)
Apr 2025 40188310
The impact of Alzheimer's disease on cortical complexity and its underlying biological mechanisms.

BACKGROUND: Alzheimer's disease (AD) might impact the complexity of cerebral cortex, and the underly...

(1)
Apr 2025 40189107
EMG features dataset for arm activity recognition.

This study presents a dataset on hand gesture recognition using electromyography (EMG) signals. The ...

Apr 2025 40275979
A fine-tuned convolutional neural network model for accurate Alzheimer's disease classification.

Alzheimer's disease (AD) is one of the primary causes of dementia in the older population, affecting...

(1)
Apr 2025 40185767
A muscle synergy-based method to improve robot-assisted movements.

There is increasing interest in using assistive robotic devices to support motor re-learning and rec...

(1)
Apr 2025 40185836
A quantum inspired machine learning approach for multimodal Parkinson's disease screening.

Parkinson's disease, currently the fastest-growing neurodegenerative disorder globally, has seen a 5...

Apr 2025 40185909
An effective PO-RSNN and FZCIS based diabetes prediction and stroke analysis in the metaverse environment.

Chronic disease (CD) like diabetes and stroke impacts global healthcare extensively, and continuous ...

Apr 2025 40185954
Artificial neural networks applied to somatosensory evoked potentials for migraine classification.

BACKGROUND: Finding a biomarker to diagnose migraine remains a significant challenge in the headache...

Apr 2025 40186113
Deep Geometric Learning With Monotonicity Constraints for Alzheimer's Disease Progression.

Alzheimer's disease (AD) is a devastating neurodegenerative condition that precedes progressive and ...

(2)
Apr 2025 38771688
An Efficient Graph Learning System for Emotion Recognition Inspired by the Cognitive Prior Graph of EEG Brain Network.

Benefiting from the high-temporal resolution of electroencephalogram (EEG), EEG-based emotion recogn...

(2)
Apr 2025 38837920
DC-ASTGCN: EEG Emotion Recognition Based on Fusion Deep Convolutional and Adaptive Spatio-Temporal Graph Convolutional Networks.

Thanks to advancements in artificial intelligence and brain-computer interface (BCI) research, there...

(1)
Apr 2025 39236139
LGG-NeXt: A Next Generation CNN and Transformer Hybrid Model for the Diagnosis of Alzheimer's Disease Using 2D Structural MRI.

Incurable Alzheimer's disease (AD) plagues many elderly people and families. It is important to accu...

(1)
Apr 2025 39527411
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