Neurology

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

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Showing 2731-2751 of 12,840 articles
The association of environmental exposure with multiple sclerosis severity score: A study based on sequential data modeling.

Introduction Multiple Sclerosis (MS) is a chronic neuroinflammatory disease influenced by clinical, ...

Jan 2026 41616738
Early diagnosis of Alzheimer's disease from functional rs-fMRI images based on deep learning networks and transfer learning approach.

Exploiting deep learning methods to accelerate the analysis of medical images and the interpretation...

(2)
Jan 2026 41604985
Advances on the application of the Human Brainnetome Atlas in obsessive-compulsive disorder.

Obsessive-compulsive disorder (OCD) is a chronic psychiatric disorder characterized by persistent in...

Jan 2026 41619544
Generative Artificial Intelligence-Enabled Saliency Analysis of Eye Tracking in Cerebral/Cortical Visual Impairment (SET-CVI).

PURPOSE: Children with cerebral/cortical visual impairment (CVI) have neurological conditions that i...

Jan 2026 41743165
Deep learning architectures for modeling and forecasting stroke cases in Ghana.

INTRODUCTION: Stroke remains a leading cause of global morbidity and mortality, ranking second in de...

Jan 2026 41577309
Spatial and spatiotemporal pattern of stroke relative risk in Ghana using Bayesian modelling approach.

INTRODUCTION: Stroke ranks as the second-leading cause of death and third in combined death and disa...

Jan 2026 41577310
Localization of the Berger effect in human posterior brain regions with simultaneous electroencephalogram (EEG) and stereo-EEG (SEEG) recordings.

The Berger effect, characterized by a marked increase in alpha power (8-13 Hz) upon eye closure, is ...

Jan 2026 41577097
The Contribution of the Locus Ceruleus-Norepinephrine System to the Coupling between Pupil-Linked Arousal and Cortical State.

Understanding how pupil-linked arousal couples with cortical state is crucial for uncovering the neu...

Jan 2026 41330637
An integrative multiomics random forest framework for robust biomarker discovery.

BACKGROUND: High-throughput technologies now produce a wide array of omics data, from genomic and tr...

Jan 2026 41363728
[Artificial intelligence in spinal surgery: current applications and future perspectives].

BACKGROUND: Spinal surgery is a highly complex field increasingly shaped by digital innovation. Arti...

Jan 2026 41563474
Large Language Models Improve Scene Invariant Detection of Behaviours of Risk in Dementia Residential Care Across Multiple Surveillance Camera Views.

Behavioural and psychological symptoms of dementia pose challenges to the safety and well-being of i...

Jan 2026 41564063
A multi-view DTI feature fusion framework for enhanced diagnosis of Alzheimer's disease.

Alzheimer's disease (AD) is an irreversible neurodegenerative disorder. Diffusion tensor imaging (DT...

Jan 2026 41571079
Decoding lower-limb movement attempts from electro-encephalographic signals in spinal cord injury patients.

Restoring lower-limb function in patients with severe spinal cord injury (SCI) remains challenging. ...

(1)
Jan 2026 41574095
Exploring potential biomarkers of NETosis-Related genes in spinal cord injury through machine learning and multi-omics analysis.

Spinal cord injury (SCI) is a serious condition typically caused by mechanical trauma, often resulti...

(1)
Jan 2026 41625596
Neural-linguistic analysis for Alzheimer's detection: A deep learning approach informed by cognitive neuroscience.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that disrupts cognitive functio...

(5)
Jan 2026 41570955
[Advanced imaging diagnosis and therapeutic strategies for ischemic stroke].

In recent years, advances in imaging analysis technologies, including CT perfusion, MRI, and AI anal...

Jan 2026 41565300
Automated 3D segmentation of human vagus nerve fascicles and epineurium from micro-computed tomography images using anatomy-aware neural networks.

Objective.Precise segmentation and quantification of nerve morphology from imaging data are critical...

Jan 2026 41494208
CTSSP: A temporal-spectral-spatial joint optimization algorithm for motor imagery EEG decoding.

Objective.Motor imagery brain-computer interfaces hold significant promise for neurorehabilitation, ...

Jan 2026 41499961
Explainable End-to-End Seizure Prediction via Dynamic Multiscale Cross-Band Fusion Filter Network.

Epileptic seizure prediction based on electroencephalogram (EEG) signals is one of the critical appl...

Jan 2026 41555204
Novel Aggressive Subtype of Multiple System Atrophy Identified by Unsupervised Machine Learning.

OBJECTIVES: Multiple system atrophy (MSA) is classified into parkinsonian (MSA-P) and cerebellar (MS...

(2)
Jan 2026 41556315
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