Robust Automated Calcification Meshing For Personalized Cardiovascular Biomechanics

This article discusses a novel algorithm for automated meshing of calcified cardiovascular structures, specifically focusing on the native tissue and calcification components. The algorithm utilizes a modified version of DeepCarve and incorporates deep learning and deformation gradient-based energies to generate patient-specific meshes. The algorithm has been tested on aortic valve meshing and has shown promising results.