no code implementations • 28 Feb 2024 • Tina Yao, Endrit Pajaziti, Michael Quail, Silvia Schievano, Jennifer A Steeden, Vivek Muthurangu
This study aims to train a deep learning model to both generate patient-specific volume-meshes of the pulmonary artery from 3D cardiac MRI data and directly estimate CFD flow fields.
no code implementations • 25 Aug 2022 • Endrit Pajaziti, Javier Montalt-Tordera, Claudio Capelli, Raphael Sivera, Emilie Sauvage, Silvia Schievano, Vivek Muthurangu
Data used to train/test the model consisted of 3, 000 CFD simulations performed on synthetically generated 3D aortic shapes.