1 code implementation • 8 Nov 2023 • Thomas Sanchez, Oscar Esteban, Yvan Gomez, Alexandre Pron, Mériam Koob, Vincent Dunet, Nadine Girard, Andras Jakab, Elisenda Eixarch, Guillaume Auzias, Meritxell Bach Cuadra
We present FetMRQC, an open-source machine-learning framework for automated image quality assessment and quality control that is robust to domain shifts induced by the heterogeneity of clinical data.
1 code implementation • 31 Jan 2023 • Rohit Yadav, François-Xavier Dupé, S. Takerkart, Guillaume Auzias
In particular, representing cortical folding patterns as graphs of sulcal basins-termed sulcal graphs-enables to formalize the task as a graph-matching problem.
no code implementations • 11 Oct 2022 • François-Xavier Dupé, Rohit Yadav, Guillaume Auzias, S. Takerkart
The matching problem can then be formulated as a non-convex quadratic optimization problem (QAP) under constraints imposed on the rank and the permutations.
no code implementations • 14 Jun 2021 • Amine Bohi, Guillaume Auzias, Julien Lefèvre
Vectors fields defined on surfaces constitute relevant and useful representations but are rarely used.