Key result
AI-driven LV geometry predicts sex-specific cardiac remodeling following TAVR.
Why the study?
Does AI-driven left ventricular geometry analysis improve personalized sex-specific post-TAVR remodeling prediction in patients with aortic stenosis?
Does AI-driven left ventricular geometry analysis improve personalized sex-specific post-TAVR remodeling prediction in patients with aortic stenosis?
The study aims to address the lack of precision in personalized risk stratification and intervention timing for aortic stenosis by using AI-driven 3D LV geometry, particularly focusing on sex-specific adaptations.
Aortic stenosis (AS) causes chronic pressure overload, leading to left ventricular (LV) remodeling and fibrosis associated with poor outcomes. Current intervention strategies rely on 2D, valve-centric metrics from male-dominated cohorts, overlooking complex 3D geometry and sex-specific adaptations and lack the precision necessary for personalized risk stratification and optimal intervention timing, particularly in women.
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Masoumi et al. (2026) studied Aortic stenosis. AI-Driven Left Ventricular Geometry was evaluated on Post-TAVR Remodeling. AI-driven left ventricular geometry for personalized sex-specific post-TAVR remodeling prediction in aortic stenosis was introduced, but no quantitative results were reported in the abstract.
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