Neurology

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

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Showing 2983-3003 of 12,840 articles
Hermite-type neural network operators: derivative-informed frameworks for functional neuroimaging and signal processing.

This paper introduces Hermite-type Neural Network (HNN) operators and their integral-based extension...

Nov 2025 41344107
Sleep stage classification from ECG using machine learning: Evaluating the impact of signal duration.

Sleep stage flagging is critical for diagnosing conditions like insomnia, sleep apnea, and narcoleps...

(2)
Nov 2025 41404494
Preliminary findings on a deep learning model using electroencephalogram for multi-level neuropathic pain detection in post-stroke patients.

AIM: Neuropathic pain occurs commonly after stroke and represents a major source of disability for a...

Nov 2025 41199478
Imaging of vestibular function and disorders and its clinical relevance.

PURPOSE OF REVIEW: To discuss recent advances in imaging of the structural organization and function...

(1)
Nov 2025 41262047
Deep learning-based image reconstruction significantly improves image quality of MRI examinations of the orbit at 3 Tesla.

PURPOSE: The purpose of this study was to assess the benefit of a deep learning-based image reconstr...

Nov 2025 41276422
Predicting Pharmacological Treatment Response in Migraine Using AI/ML: A Scoping Review of the Evidence and Future Directions.

The treatment of migraine is hampered by inter-individual variability, leading to an inefficient "tr...

(1)
Nov 2025 41276479
Clinically oriented deep learning framework for automated vessel wall segmentation in black-blood MRI: a multi-center study.

OBJECTIVES: To develop and validate a clinically applicable deep learning framework for automated se...

Nov 2025 41273425
Enhanced Visualization of Intracranial Cortical Arteries Using Deep Learning Reconstruction in Vessel Wall MR Imaging.

This study evaluated the utility of deep learning reconstruction (DLR) in vessel wall imaging (VWI) ...

Nov 2025 41285511
Explainable machine learning algorithm for classifying resting-state functional MRI in amyotrophic lateral sclerosis.

BACKGROUND: Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease that affects mu...

Nov 2025 41308261
IsomiR utility in amyotrophic lateral sclerosis prognostication.

BACKGROUND: Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease characterized b...

Nov 2025 41274292
Building a Quantitative Telemedicine Platform for Myasthenia Gravis: Augmenting the Physical Examination.

Myasthenia gravis (MG), a fluctuating autoimmune neuromuscular disease, presents unique challenges f...

Nov 2025 41263248
Learning curve for fenestrated-branched endovascular aortic repair using machine learning: A prospective national multicenter registry study.

OBJECTIVE: Fenestrated-branched endovascular aortic repair (F-BEVAR) is a complex procedure that req...

Nov 2025 41265585
A Novel Morlet Convolutional Neural Network.

Automatic seizure detection holds significant importance for epilepsy diagnosis and treatment. Convo...

Nov 2025 41254886
Efficacy of MRI-based deep learning algorithm for detecting acute ischemic stroke: evaluation among diverse readers.

OBJECTIVES: The efficacy of an MRI-based deep learning algorithm (DLA) for detecting acute ischemic ...

Nov 2025 41249548
Ethics, economics, and patient-centered outcomes of spinal cord stimulation.

PURPOSE OF THE REVIEW: With the widespread integration of spinal cord stimulation (SCS) into clinica...

Nov 2025 41246918
Electroencephalography-Based Machine and Deep Learning Approaches for the Diagnosis of Dissociative Disorders: A Comprehensive Review.

Dissociative disorders (DDs), including dissociative identity disorder and depersonalization disorde...

Nov 2025 41532081
3D printed scaffolds regulated by neural-bone metabolic coupling promote bone unit regeneration.

The bone unit (BU) is a multicellular functional unit composed of neuromodulatory networks, bone tis...

Nov 2025 41323200
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