1 code implementation • 2 Jan 2024 • Anton François, Raphaël Tinarrage
We describe a new general method for segmentation in MRI scans using Topological Data Analysis (TDA), offering several advantages over traditional machine learning approaches.
no code implementations • 1 Feb 2022 • Matthis Maillard, Anton François, Joan Glaunès, Isabelle Bloch, Pietro Gori
In medical imaging, most of the image registration methods implicitly assume a one-to-one correspondence between the source and target images (i. e., diffeomorphism).
1 code implementation • 16 Jun 2021 • Anton François, Pietro Gori, Joan Glaunès
In this paper, we propose an implementation of both Large Deformation Diffeomorphic Metric Mapping (LDDMM) and Metamorphosis image registration using a semi-Lagrangian scheme for geodesic shooting.