no code implementations • 13 Jul 2022 • Alberto Gomez, Mihaela Porumb, Angela Mumith, Thierry Judge, Shan Gao, Woo-Jin Cho Kim, Jorge Oliveira, Agis Chartsias
We propose a new method to automatically contour the left ventricle on 2D echocardiographic images.
no code implementations • 15 Jun 2022 • Thierry Judge, Olivier Bernard, Mihaela Porumb, Agis Chartsias, Arian Beqiri, Pierre-Marc Jodoin
For this reason, we propose CRISP a ContRastive Image Segmentation for uncertainty Prediction method.
1 code implementation • 2 Dec 2020 • Marco Armenta, Thierry Judge, Nathan Painchaud, Youssef Skandarani, Carl Lemaire, Gabriel Gibeau Sanchez, Philippe Spino, Pierre-Marc Jodoin
In this paper, we explore a process called neural teleportation, a mathematical consequence of applying quiver representation theory to neural networks.
1 code implementation • 15 Jun 2020 • Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
In this paper, we present a framework for producing cardiac image segmentation maps that are guaranteed to respect pre-defined anatomical criteria, while remaining within the inter-expert variability.
1 code implementation • 5 Jul 2019 • Nathan Painchaud, Youssef Skandarani, Thierry Judge, Olivier Bernard, Alain Lalande, Pierre-Marc Jodoin
In this paper, we propose a cardiac MRI segmentation method which always produces anatomically plausible results.