Neurology

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

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Assessing the accuracy of ChatGPT responses to caregiver questions in pediatric neurology: an observational study.

ChatGPT has seen increased use by caregivers as a source of medical information. Pediatric neurology...

Jul 2026 42436249
Semi-supervised ensemble learning with interval type-2 fuzzy-rough sets for Parkinson's disease prediction from multi-omics.

Parkinson's disease (PD) is a disorder involving progressive degeneration of the nervous system. Its...

(1)
Jul 2026 42436345
Bioinformatic analysis of differentially expressed mitochondrion-related genes, immune cell infiltration, and diagnostic value in Alzheimer's disease.

BACKGROUND: Mitochondrial dysfunction and neuroinflammation are critically implicated in the pathoge...

(1)
Jul 2026 42436416
Machine learning driven modeling of synergistic perinatal risk profiles in early onset pediatric cerebral palsy.

AIM: To develop and evaluate machine learning (ML) models for early cerebral palsy (CP) prediction a...

Jul 2026 42436466
[Artificial intelligence in neuro-ophthalmology: prospects, challenges and countermeasures].

Neuro-ophthalmic disorders feature complex etiology. Certain ocular manifestations may hint at sever...

(1)
Jul 2026 42379861
Clarifying Neuroplasticity Claims in Parent-Led Early Stuttering Intervention: A Response to Onslow et al. (2026).

PURPOSE: Onslow et al. propose a simplified, parent-led early intervention for childhood stuttering ...

(1)
Jul 2026 42429771
Green MRI for neuroimaging: monitoring brain tumors using non-contrast sequences.

The emerging concept of "Green Radiology" aims to mitigate the environmental impact of medical imagi...

(4)
Jul 2026 42429897
Artificial Intelligence-Based CTA Software for Real-World Detection of Large Vessel Occlusion in Acute Ischemic Stroke.

Background and purpose Artificial intelligence (AI)-based tools for CT angiography (CTA) have been i...

(3)
Jul 2026 42430274
Preliminary Investigation of Myoelectric Control of an Assistive Neck Exoskeleton by Individuals with Amyotrophic Lateral Sclerosis.

Neck weakness limits head control and quality of life for individuals with Amyotrophic Lateral Scler...

(1)
Jul 2026 42430317
The brain structure and immunometabolic mechanisms underlying the association between frailty and dementia.

BACKGROUND: Physical frailty, characterized by heightened sensitivity to stressors and decreased phy...

Jul 2026 42430904
Role of MRI-based synthetic CT and low-dose CT for the assessment of structural damage in axial spondyloarthritis - a review.

Structural lesions, including erosions, sclerosis, and pathological new bone formation, are key feat...

Jul 2026 42431590
An interpretable multimodal framework using compact biomarkers and Kolmogorov-Arnold networks improves the early diagnosis of Alzheimer's disease.

Early diagnosis of Alzheimer's disease (AD), especially accurate identification at the mild cognitiv...

(3)
Jul 2026 42431966
Detection of early-stage Parkinson's disease using wearable sensors at multiple body locations and convolutional neural networks.

Early-stage Parkinson's disease (PD) presents with subtle motor symptoms that complicate timely diag...

(6)
Jul 2026 42432239
Health system learning enables generalist neuroimaging models.

Frontier artificial intelligence (AI) models have advanced rapidly through training on internet-scal...

(3)
Jul 2026 42432292
Artificial intelligence for detection, prediction, and severity classification of diabetic peripheral neuropathy: a systematic review.

BACKGROUND: Diabetic peripheral neuropathy (DPN) is a common complication of diabetes and an importa...

(3)
Jul 2026 42432651
Prediction model for recurrent laryngeal nerve injury in microwave ablation of thyroid nodules.

OBJECTIVE: This study aims to develop an explainable machine learning (ML) framework integrating cli...

(2)
Jul 2026 42432667
The role of AI-assisted drug repurposing in neurological disorders: a systematic review of validation strategies, challenges and opportunities.

Neurological disorders refer to a diverse group of conditions that affect the brain, peripheral nerv...

(2)
Jul 2026 42432671
Development of a spatial radiomics nomogram for predicting unfavorable outcomes after acute ischemic stroke: A multicenter study.

OBJECTIVE: To develop and externally validate a spatial radiomics nomogram integrating infarct locat...

Jul 2026 42435575
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