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 • 5 Sep 2023 • Simone Foti, Alexander J. Rickart, Bongjin Koo, Eimear O' Sullivan, Lara S. van de Lande, Athanasios Papaioannou, Roman Khonsari, Danail Stoyanov, N. u. Owase Jeelani, Silvia Schievano, David J. Dunaway, Matthew J. Clarkson
The use of deep learning to undertake shape analysis of the complexities of the human head holds great promise.
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.