Guillaume Pizaine

According to our database, Guillaume Pizaine authored at least 9 papers between 2011 and 2021.

Collaborative distances:

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

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

2016

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

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2014

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

2012

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

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Implicit medial representation for vessel segmentation.

Guillaume Pizaine, Elsa D. Angelini, Isabelle Bloch, Shérif Makram-Ebeid

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Simultaneous image segmentation and medial structure estimation: application to 2D and 3D vessel tree extraction.

Shérif Makram-Ebeid, Jean Stawiaski, Guillaume Pizaine

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Vessel geometry modeling and segmentation using convolution surfaces and an implicit medial axis.

Guillaume Pizaine, Elsa D. Angelini, Isabelle Bloch, Shérif Makram-Ebeid

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011