An image-based whole-heart CFD framework with ML segmentation and RIS valve modeling reproduces physiologic pressures, valve timing, and flow structures in healthy and pediatric CHD patients, showing qualitative agreement with imaging and quantitative agreement with catheterization.
Hemodynamics in the Left Atrium and Its Effect on Ventricular Flow Patterns.Journal of Biomechanical Engineering, 137(11):111003, November 2015
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Image-Based Whole-Heart Cardiac Flow Simulations in Health and Congenital Heart Disease
An image-based whole-heart CFD framework with ML segmentation and RIS valve modeling reproduces physiologic pressures, valve timing, and flow structures in healthy and pediatric CHD patients, showing qualitative agreement with imaging and quantitative agreement with catheterization.