Neurology

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

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Multimodal machine learning model integrating electroencephalography, heart rate variability and clinical measures for distinguishing major psychiatric disorders.

BACKGROUND: This study aimed to develop and evaluate multimodal machine learning (ML) approaches for...

(2)
Sep 2026 42785390
Toward precision acupuncture for depression: EEG microstate biomarkers and explainable machine learning for TECAS response.

BACKGROUND: Transcutaneous electrical cranial-auricular acupoint stimulation (TECAS) is an effective...

(4)
Sep 2026 42785392
An enhanced grey wolf optimizer-based Facebook artificial intelligence similarity search for Alzheimer's disease diagnosis.

Early diagnosis of Alzheimer's disease (AD) and its prodromal stage, mild cognitive impairment (MCI)...

(2)
Sep 2026 42785468
GOAT-NET model: Glioma-Oligodendro astrocytoma tumor network model based on the optimization-based few-shot learning technique.

The diagnostic challenges linked to rare neurological diseases, including Glioblastoma, remain a sig...

(1)
Sep 2026 42785543
AI in Neurological Health Care: Qualitative Study of Patient and Public Perceptions.

BACKGROUND: Globally, health systems face increasing challenges due to improved life expectancy, ris...

(2)
Sep 2026 42785740
ADHD classification using spherical phase space partitioning and symbolic time series analysis of multi-channel EEG signals.

Attention Deficit Hyperactivity Disorder (ADHD) is one of the most common neurodevelopmental disorde...

(2)
Sep 2026 42786530
CRCS-K Imaging Repository: Architecture, Data Characteristics, and a Proof-of-Concept Analysis of Pretreatment Imaging Workflow.

BACKGROUND: Stroke registries have advanced cerebrovascular research but usually reduce neuroimaging...

(1)
Sep 2026 42786623
Artificial Intelligence-Driven Gene Delivery Systems in Dementia: A Comprehensive Review of Mechanisms, Tools, and Therapeutic Strategies.

INTRODUCTION/OBJECTIVE: The progressive nature of dementia is represented by a reduction in two or m...

(3)
Sep 2026 42786821
Deep learning-based classification of cortical and subcortical ischemic stroke infarction using fNIRS signals.

Distinguishing cortical from subcortical ischemic stroke may help guide management. We developed DBT...

(2)
Sep 2026 42775531
APOE-centered transcriptional convergence underlying diverse dementia subtypes.

BackgroundDementia subtypes exhibit diverse clinical and pathological features, yet may share conver...

(2)
Sep 2026 42775787
Deep Learning-Based Image Reconstruction in Ultra-High-Resolution CT Venography for Improved Visualization of Cerebral Venous Drainage.

PURPOSE: To evaluate the diagnostic confidence and image quality of deep-learning-enhanced ultra-hig...

(2)
Sep 2026 42776197
A novel real-time computer vision and artificial intelligence based hand function rehabilitation program for children with cerebral palsy.

PURPOSE: To evaluate the effectiveness of a real-time computer vision and artificial intelligence(AI...

(2)
Sep 2026 42776790
Advances in Machine Learning for Drug Repurposing: From Methodologies to Precision Medicine with Case Studies in COVID-19, Parkinson's Disease, and Cancer.

This review investigates recent advances in machine learning (ML) for drug repurposing, with applica...

(1)
Sep 2026 42776876
Research Priorities for Neuroscience Nursing: 2026 Update.

BACKGROUND: The American Association of Neuroscience Nurses established a 6-member Research Agenda T...

(1)
Sep 2026 42777688
Long-term recovery and microbiota-gut-brain axis disruption after traumatic brain injury (OVERCOME-TBI): protocol for a prospective, observational clinical study.

INTRODUCTION: Traumatic brain injury (TBI) is a major cause of long-term disability worldwide, but t...

(3)
Sep 2026 42778239
Identification of rs28362336 as a risk SNP for generalized myasthenia gravis and its impact on HCG27 regulation.

Myasthenia gravis (MG) is an antibody-mediated autoimmune disease of the neuromuscular junctions. Ac...

(1)
Sep 2026 42776983
Identification of Gene Signatures and Molecular Mechanisms Underlying the Comorbidity of Alzheimer's Disease and Crohn's Disease Using Machine Learning.

OBJECTIVE: Alzheimer's disease (AD) and Crohn's disease (CD) both involve inflammation and immune dy...

(1)
Sep 2026 42765175
Multimodal prediction of MCI-to-dementia conversion over a two-year window.

Mild cognitive impairment (MCI) represents a heterogeneous clinical state where some individuals rem...

(1)
Sep 2026 42768165
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