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M. S. Al-Jebur

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Review Open access Sep 2026

Revascularization Plus Medical Therapy Versus Medical Therapy Alone for Asymptomatic Carotid Stenosis: A Meta-Analysis.

BACKGROUND Management of asymptomatic carotid stenosis (ACS) remains controversial, particularly as contemporary optimal medical therapy (OMT) has evolved beyond the aspirin-based regimens used in earlier trials. We performed a meta-analysis comparing carotid revascularization plus OMT versus OMT alone in patients with...

M. M. Al-Salihi, M. S. Al-Jebur, Adam Rizvi et al. · 0 citations
Review Open access Aug 2026

How Often Do Large Language Models Agree with Each Other—And with the Truth? A Consensus- and Complexity-Stratified Analysis of Data Extraction for Neuroimaging AI

It is shown that LLM-assisted extraction in neuroimaging AI is a complexity-stratified workflow design problem: low-complexity neuroimaging variables may be selectively automated, while medium-complexity variables require rapid verification, and high-complexity methodological variables should remain human-led.

Nafiye Şanlıer, Umid Sulaimanov, Ariorad Moniri et al. · 0 citations

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