Publications

January 1, 2019
The liver tumor segmentation benchmark (lits)
P Bilic, PF Christ, E Vorontsov, {...}, Gabriel Chartrand, et al.
September 27, 2018
LAttentive Task-Agnostic Meta-Learning for Few-Shot Text Classification
Xiang Jiang, Mohammad Havaei, Gabriel Chartrand, Hassan Chouaib, Thomas Vincent, Andrew Jesson, Nicolas Chapados, Stan Matwin
September 27, 2018
Learning to learn with conditional class dependencies
Xiang Jiang, Mohammad Havaei, Farshid Varno, Gabriel Chartrand, Nicolas Chapados, Stan Matwin
June 3, 2018
On the Importance of Attention in Meta-Learning for Few-Shot Text Classification
Xiang Jiang, Mohammad Havaei, Gabriel Chartrand, Hassan Chouaib, Thomas Vincent, Andrew Jesson, Nicolas Chapados, Stan Matwin
February 1, 2018
Learning normalized inputs for iterative estimation in medical image segmentation
Michal Drozdzal, Gabriel Chartrand, Eugene Vorontsov, Mahsa Shakeri, Lisa Di Jorio, An Tang, Adriana Romero, Yoshua Bengio, Chris Pal, Samuel Kadoury
November 13, 2017
Deep learning: a primer for radiologists
Gabriel Chartrand, Phillip M Cheng, Eugene Vorontsov, Michal Drozdzal, Simon Turcotte, Christopher J Pal, Samuel Kadoury, An Tang
August 1, 2017
Liver segmentation: indications, techniques and future directions
Akshat Gotra, Lojan Sivakumaran, Gabriel Chartrand, Kim-Nhien Vu, Franck Vandenbroucke-Menu, Claude Kauffmann, Samuel Kadoury, Benoît Gallix, Jacques A de Guise, An Tang
February 1, 2017
Comparison of MRI-and CT-based semiautomated liver segmentation: a validation study
Akshat Gotra, Gabriel Chartrand, Kim-Nhien Vu, Franck Vandenbroucke-Menu, Karine Massicotte-Tisluck, Jacques A de Guise, An Tang
November 21, 2016
Liver segmentation on CT and MR using Laplacian mesh optimization
Gabriel Chartrand, Thierry Cresson, Ramnada Chav, Akshat Gotra, An Tang, Jacques A De Guise
October 21, 2016
The importance of skip connections in biomedical image segmentation
Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, Chris Pal
May 1, 2016
MRI‐determined liver proton density fat fraction, with MRS validation: Comparison of regions of interest sampling methods in patients with type 2 diabetes
Kim‐Nhien Vu, Guillaume Gilbert, Marianne Chalut, Miguel Chagnon, Gabriel Chartrand, An Tang
September 1, 2015
Validation of a semiautomated liver segmentation method using CT for accurate volumetry
Akshat Gotra, Gabriel Chartrand, Karine Massicotte-Tisluck, Florence Morin-Roy, Franck Vandenbroucke-Menu, Jacques A de Guise, An Tang
June 1, 2015
[18F]-fluorodeoxyglucose positron emission tomography of the cat brain: a feasibility study to investigate osteoarthritis-associated pain
Martin Guillot, Gabriel Chartrand, Ramnada Chav, Jacques Rousseau, Jean-François Beaudoin, Johanne Martel-Pelletier, Jean-Pierre Pelletier, Roger Lecomte, Jacques A de Guise, Eric Troncy
April 29, 2014
Kidney segmentation from a single prior shape in MRI
Ramnada Chav, Thierry Cresson, Gabriel Chartrand, Claude Kauffmann, Gilles Soulez, Jacques A de Guise