Emmanuel Montagnon

According to our database, Emmanuel Montagnon authored at least 9 papers between 2012 and 2025.

Collaborative distances:

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

2025

Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction.

Mohamed El Amine Elforaici, Emmanuel Montagnon, Francisco Perdigón Romero, William Trung Le, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang, Samuel Kadoury

Medical Image Anal., 2025

2024

Cell-Level GNN-Based Prediction of Tumor Regression Grade in Colorectal Liver Metastases From Histopathology Images.

Mohamed El Amine Elforaici, Feryel Azzi, Dominique Trudel, Bich Nguyen, Emmanuel Montagnon, An Tang, Simon Turcotte, Samuel Kadoury

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Interpretable clinical phenotypes among patients hospitalized with COVID-19 using cluster analysis.

Eric Yamga, Louis Mullie, Madeleine Durand, Alexandre Cadrin-Chenevert, An Tang, Emmanuel Montagnon, Carl Chartrand-Lefebvre, Michael Chassé

Frontiers Digit. Health, March, 2023

Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA.

Kaiyuan Yang, Fabio Musio, Yihui Ma, Norman Juchler, Johannes C. Paetzold, Rami Al-Maskari, Luciano Höher, Hongwei Bran Li, Ibrahim Ethem Hamamci, Anjany Sekuboyina, Suprosanna Shit, Houjing Huang, Diana Waldmannstetter, Florian Kofler, Fernando Navarro, Martin J. Menten, Ivan Ezhov, Daniel Rueckert, Iris N. Vos, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf, Julien Hämmerli, Catherine Wurster, Philippe Bijlenga, Laura Westphal, Jeroen Bisschop, Elisa Colombo, Hakim Baazaoui, Andrew Makmur, James Hallinan, Benedikt Wiestler, Jan S. Kirschke, Roland Wiest, Emmanuel Montagnon, Laurent Létourneau-Guillon, Adrian Galdran, Francesco Galati, Daniele Falcetta, Maria A. Zuluaga, Chaolong Lin, Haoran Zhao, Zehan Zhang, Sinyoung Ra, Jongyun Hwang, Hyunjin Park, Junqiang Chen, Marek Wodzinski, Henning Müller, et al.

CoRR, 2023

2022

Prediction of CD3 T-cell infiltration status in colorectal liver metastases: a radiomics-based imaging biomarker.

Ralph Saber, David Henault, Eugene Vorontsov, Emmanuel Montagnon, An Tang, Simon Turcotte, Samuel Kadoury

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, San Diego, 2022

Semi-Supervised Tumor Response Grade Classification from Histology Images of Colorectal Liver Metastases.

Mohamed El Amine Elforaici, Emmanuel Montagnon, Feryel Azzi, Dominique Trudel, Bich Nguyen, Simon Turcotte, An Tang, Samuel Kadoury

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2020

Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach.

Ahmad Maaref, Francisco Perdigón Romero, Emmanuel Montagnon, Milena Cerny, Bich Nguyen, Franck Vandenbroucke-Menu, Geneviève Soucy, Simon Turcotte, An Tang, Samuel Kadoury

J. Digit. Imaging, 2020

2013

Shear Wave Induced Resonance Elastography of Venous Thrombi: A Proof-of-Concept.

Cédric Schmitt, Emmanuel Montagnon, Anis Hadj Henni, Shijie Qi, Guy Cloutier

IEEE Trans. Medical Imaging, 2013

2012

Real-time processing in dynamic ultrasound elastography: A GPU-based implementation using CUDA.

Emmanuel Montagnon, Sami Hissoiny, Philippe Després, Guy Cloutier

Proceedings of the 11th International Conference on Information Science, 2012