1 code implementation • 16 Apr 2024 • Sophie Carneiro-Esteves, Antoine Vacavant, Odyssée Merveille
Accurate segmentation of vascular networks is essential for computer-aided tools designed to address cardiovascular diseases.
no code implementations • 2 Apr 2024 • Pierre Rougé, Pierre-Henri Conze, Nicolas Passat, Odyssée Merveille
Based on these experiments, we provide guidelines for the annotation and training of cerebrovascular segmentation models.
1 code implementation • 21 Jul 2023 • Pierre Rougé, Nicolas Passat, Odyssée Merveille
To overcome these limitations, the clDice loss, a topological loss that focuses on the vessel centerlines, has been recently proposed.
no code implementations • 17 Oct 2018 • Thomas Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
By training the network on one commonly used staining modality and applying it to images that include corresponding but differently stained tissue structures, the presented unsupervised strategies demonstrate significant improvements over standard training strategies.