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.
Intracardiac flow visualization: current status and future directions.European Heart Journal - Cardiovascular Imaging, 14(11):1029–1038, November 2013
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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.