Neurology

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

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Showing 190-210 of 12,810 articles
Splice-site variants in neurology: from molecular mechanisms to clinical interpretation - a focused review.

Variants that disrupt pre-mRNA splicing represent a historically underrecognized proportion of patho...

(1)
Sep 2026 42799960
Mapping the Intelligence: A Bibliometric Analysis of Artificial Intelligence and Machine Learning Applications in Retinal OCT for Neurodegenerative Diseases.

BACKGROUND: Retinal optical coherence tomography (OCT) combined with artificial intelligence (AI) is...

(1)
Sep 2026 42800653
A review of FDG-PET biomarker analysis methods in Parkinson's disease.

Despite well-established clinical diagnostic criteria for Parkinson's disease (PD), challenges remai...

Sep 2026 42798283
Multidomain Electroencephalography Biomarker Fusion for Machine Learning-Based Dementia Classification.

Electroencephalography (EEG) has been investigated as a noninvasive approach for characterizing brai...

(1)
Sep 2026 42801300
Propylene Glycol-Assisted Printing of Graphene Piezoresistive Sensor Array for Analytical Motion Tracking and Spinal Kinetics Monitoring.

Continuous monitoring of spinal kinematics is crucial for posture correction and rehabilitation, yet...

(1)
Sep 2026 42788188
Histopathological proof-of-concept validation of AI-assisted peripheral neural track recognition during laparoscopic gastrointestinal surgery.

BACKGROUND: Nerve injury remains a major cause of functional impairment after gastrointestinal surge...

(2)
Sep 2026 42789066
Evolution of Endoscopic Spine Surgery: Contemporary Advances and Future Directions.

PURPOSE OF REVIEW: Endoscopic spine surgery has evolved from non-visualized percutaneous discectomy ...

(2)
Sep 2026 42789134
Vibrational Spectroscopy in Alzheimer's Disease Research and Diagnostics: From Molecular Biomarkers to Spectral Fingerprints.

Alzheimer's disease (AD) research is increasingly shaped by biologically anchored criteria and blood...

(2)
Sep 2026 42789261
SARM: Benchtop Evaluation of a Task-Driven Two-Stage Deep Learning Framework for Stimulation Artifact Removal in Peripheral Neural Decoding.

OBJECTIVE: This manuscript introduces a novel two-stage training framework and deep-learning model f...

(3)
Sep 2026 42789438
Feasibility and image quality evaluation of accelerated T2-weighted and time-of-flight MRI using AI-assisted compressed sensing and deep reconstruction.

BACKGROUND: Magnetic Resonance Imaging (MRI) provides high-resolution, non-invasive diagnostic image...

(1)
Sep 2026 42790109
The challenge of out-of-distribution detection in motor imagery BCIs.

Objective Machine Learning classifiers used in Brain-Computer Interfaces make classifications ba...

(5)
Sep 2026 42790484
Single-Cell and Bulk RNA-Seq Profiling Identifies Cell Adhesion-Related Gene Signatures in Cerebral Ischemia-Reperfusion Injury.

Cerebral ischemia-reperfusion injury (CIRI) involves complex secondary damage mechanisms, including ...

(4)
Sep 2026 42791187
Hippocampal Radiomic Signatures in Multiple Sclerosis Subtypes: A Machine Learning-Based MRI Study.

This study aimed to investigate whether three-dimensional (3D) hippocampal magnetic resonance imagin...

(1)
Sep 2026 42791470
Neuroimaging Biomarkers for Brain Disorder Diagnosis Using Advanced Learning Techniques.

Mental illness is becoming increasingly common in everyday life, affecting a growing number of peopl...

Sep 2026 42786613
Associations of Brain Structure and Neuropsychological Function With Artificial Intelligence Estimates of Biological Vascular Age.

BACKGROUND: Accelerated vascular aging, assessed as artificial intelligence-based vascular age (AIVA...

(1)
Sep 2026 42779540
Machine Learning-Assisted Multiplex Profiling of Plasma-Derived Exosomal miRNAs for Alzheimer's Disease Classification.

Accurate diagnosis of Alzheimer's disease (AD) remains challenging due to its multifactorial nature ...

(1)
Sep 2026 42784246
A Deep Learning-Powered Framework for the Early Prediction of Alzheimer's Disease through Advanced Magnetic Resonance Imaging and Analysis.

BACKGROUND: Alzheimer's disease (AD) is a progressive neurodegenerative disorder that severely impai...

(1)
Sep 2026 42785124
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