Vessel geometry modeling and segmentation using convolution surfaces and an implicit medial axis. - Guillaume Pizaine; Elsa D. Angelini; Isabelle Bloch; Shérif Makram-Ebeid (ISBI, 2011)

Simultaneous image segmentation and medial structure estimation: application to 2D and 3D vessel tree extraction. - Shérif Makram-Ebeid; Jean Stawiaski; Guillaume Pizaine (Image Processing, 2011)

Implicit medial representation for vessel segmentation. - Guillaume Pizaine; Elsa D. Angelini; Isabelle Bloch; Shérif Makram-Ebeid (Image Processing, 2011)

Segmentation-free and multiscale-free extraction of medial information using Gradient Vector Flow - Application to vascular structures. - Guillaume Pizaine; Raphael Prevost; Elsa D. Angelini; Isabelle Bloch; Shérif Makram-Ebeid (ISBI, 2012)

Fast solver for some computational imaging problems: A regularized weighted least-squares approach. - Bo Zhang; Shérif Makram-Ebeid; Raphael Prevost; Guillaume Pizaine (Digit. Signal Process., 2014)

Virtual parenchymal perfusion for selective intra-arterial therapy of liver cancer. - David Lesage; Guillaume Pizaine; Shiro Miyayama; Hicham Kobeiter; Bradford J. Wood; Peter Mielekamp; William van der Sterren; Alessandro Radaelli (ISBI, 2016)

Towards Interpretability of Segmentation Networks by Analyzing DeepDreams. - Vincent Couteaux; Olivier Nempont; Guillaume Pizaine; Isabelle Bloch (iMIMIC/ML-CDS@MICCAI, 2019)

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 (ISBI, 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)