Neurology

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

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Showing 442-462 of 12,810 articles
Predicting Nitrogen Narcosis Using the Electroencephalogram (EEG) Recorded From Experienced Divers.

Nitrogen narcosis causes acute cognitive impairment in divers breathing compressed air at depth, inc...

(5)
Aug 2026 42640863
A novel EMG-driven neuromuscular context encoding framework for real-time exoskeleton reference trajectory generation.

Accurate intention-aware joint angle trajectory prediction from surface electromyography (sEMG) is c...

(1)
Aug 2026 42641510
TriGA-Net: A graph attention network for brain-controlled speaker extraction.

OBJECTIVE: Electroencephalography (EEG)-guided target speaker extraction aims to recover the listene...

(2)
Aug 2026 42641659
Manifold representation learning for Alzheimer's disease detection with EEG-based functional brain connectivity.

Alzheimer's disease (AD) is a common neurodegenerative disease characterized by severe cognitive dys...

(1)
Aug 2026 42641910
The Imaging Compass: Navigating Reperfusion in Acute Ischemic Stroke.

The management of acute ischemic stroke has shifted from rigid time-based protocols to imaging-drive...

(1)
Aug 2026 42642837
A Risk Prediction Model for Normal-Tension Glaucoma Progression Integrating Genetic Markers and Corneal Biomechanics.

OBJECTIVE: Normal-tension glaucoma (NTG) is characterized by progressive optic nerve damage despite ...

(1)
Aug 2026 42635405
Reducing Racial Disparities in Stroke Thrombolysis Using Fairness-Aware Machine Learning.

Racial and ethnic disparities in the administration of intravenous thrombolysis (IVT) for acute isch...

(2)
Aug 2026 42635961
Deep Learning-guided Late-Phase Dynamic Frame Prediction for Accelerated Patlak Analysis in 18F-FDG-PET Brain Imaging.

PURPOSE: Dynamic 18F-FDG-PET enables the quantitative assessment of cerebral glucose metabolism but ...

(1)
Aug 2026 42637063
Deep Learning-Based Automated Segmentation of the Suprascapular Nerve and Adjacent Structures in Dynamic Supraclavicular Ultrasound.

OBJECTIVE: The suprascapular nerve (SSN) provides major motor and sensory innervation to the shoulde...

(1)
Aug 2026 42637642
Machine learning for functional outcome prediction after vestibular schwannoma surgery: a systematic review and diagnostic test accuracy meta-analysis.

PURPOSE: Machine learning (ML) models have been increasingly applied to predict postoperative facial...

Aug 2026 42637963
Personalized adaptive virtual reality experience driven by electroencephalography-based pain recognition.

BACKGROUND: Non-pharmacological pain management represents an urgent clinical need. Emerging technol...

(1)
Aug 2026 42636251
3D U-net for volumetric segmentation of spinal cord MRI in degenerative disorders.

The correct identification of spinal cord structures in magnetic resonance imaging (MRI) plays a vit...

(1)
Aug 2026 42633605
Advancing Non-Invasive Diagnosis through Biomarker Detection in Biofluids.

Early and accurate identification of disease-associated biomarkers is essential for timely diagnosis...

(4)
Aug 2026 42633764
Predicting Indwelling Catheter Duration in Spinal Cord Injury Patients With Neurogenic Bladder Using Machine Learning.

OBJECTIVE: To develop and validate interpretable machine learning (ML) survival models for predictin...

(1)
Aug 2026 42634451
Dynamic and Objective Quantification of Facial Nerve Palsy Using Smartphone-Based 3D Facial Geometry.

OBJECTIVE: To test whether smartphone-captured high-resolution 3D facial geometry can objectively qu...

Aug 2026 42626919
A Perovskite Memdiode-Based Neuromorphic in Silico Surrogate Model for Emulating Predictive Coding Failure in Diabetic Neuropathy.

Halide perovskite memdiodes have coupled ionic-electronic dynamics and are promising candidates for ...

(2)
Aug 2026 42627467
Multiple-Classifier Binary Convolutional Siamese Networks for Code-Modulated Visual Evoked Potential Classification.

OBJECTIVE: Non-invasive Brain-Computer Interfaces (BCIs) based on Code-Modulated Visual Evoked Poten...

(1)
Aug 2026 42627741
SPD Matrix Learning for Neuroimaging Analysis: Perspectives, Methods, and Challenges.

Neuroimaging provides essential tools for characterizing brain activity and inter-regional connectiv...

(1)
Aug 2026 42627746
Rapid whole-brain susceptibility source separation using sub-minute three-dimensional multiple overlapping-echo detachment acquisition.

OBJECTIVE: Magnetic susceptibility source separation provides profound insights into tissue pathophy...

Aug 2026 42628565
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