Vincent Couteaux

According to our database, Vincent Couteaux authored at least 4 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Apprentissage profond pour la segmentation et la détection automatique en imagerie multi-modale : application à l'oncologie hépatique. (Deep learning for automatic segmentation and detection in multi-modal imaging : application to hepatic oncology).

Vincent Couteaux

PhD thesis, 2021

Comparing Deep Learning strategies for paired but unregistered multimodal segmentation of the liver in T1 and T2-weighted MRI.

Vincent Couteaux, Mathilde Trintignac, Olivier Nempont, Guillaume Pizaine, Anna Sesilia Vlachomitrou, Pierre-Jean Valette, Laurent Milot, Isabelle Bloch

CoRR, 2021

Cooperating Networks To Enforce A Similarity Constraint In Paired But Unregistered Multimodal Liver Segmentation.

Vincent Couteaux, Mathilde Trintignac, Olivier Nempont, Guillaume Pizaine, Anna Sesilia Vlachomitrou, Pierre-Jean Valette, Laurent Milot, Isabelle Bloch

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2019

Towards Interpretability of Segmentation Networks by Analyzing DeepDreams.

Vincent Couteaux, Olivier Nempont, Guillaume Pizaine, Isabelle Bloch

Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support, 2019