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Samuel Kadoury

Polytechnique Montreal, Canada, CHU Sainte-Justine Research Center, Montreal, Canada

Label noise in segmentation networks : mitigation must deal with bias

Jul 05, 2021
Eugene Vorontsov, Samuel Kadoury

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3D B-mode ultrasound speckle reduction using deep learning for 3D registration applications

Aug 03, 2020
Hongliang Li, Tal Mezheritsky, Liset Vazquez Romaguera, Samuel Kadoury

* 10 pages, 3 figures and 3 tables 

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A Normalized Fully Convolutional Approach to Head and Neck Cancer Outcome Prediction

May 29, 2020
William Le, Francisco Perdigón Romero, Samuel Kadoury

* 6 pages, 1 figure, 1 table, Medical Imaging with Deep Learning 2020 conference 

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Boosting segmentation with weak supervision from image-to-image translation

Apr 04, 2019
Eugene Vorontsov, Pavlo Molchanov, Wonmin Byeon, Shalini De Mello, Varun Jampani, Ming-Yu Liu, Samuel Kadoury, Jan Kautz

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End-to-End Discriminative Deep Network for Liver Lesion Classification

Jan 28, 2019
Francisco Perdigon Romero, Andre Diler, Gabriel Bisson-Gregoire, Simon Turcotte, Real Lapointe, Franck Vandenbroucke-Menu, An Tang, Samuel Kadoury

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The Liver Tumor Segmentation Benchmark (LiTS)

Jan 13, 2019
Patrick Bilic, Patrick Ferdinand Christ, Eugene Vorontsov, Grzegorz Chlebus, Hao Chen, Qi Dou, Chi-Wing Fu, Xiao Han, Pheng-Ann Heng, Jürgen Hesser, Samuel Kadoury, Tomasz Konopczynski, Miao Le, Chunming Li, Xiaomeng Li, Jana Lipkovà, John Lowengrub, Hans Meine, Jan Hendrik Moltz, Chris Pal, Marie Piraud, Xiaojuan Qi, Jin Qi, Markus Rempfler, Karsten Roth, Andrea Schenk, Anjany Sekuboyina, Eugene Vorontsov, Ping Zhou, Christian Hülsemeyer, Marcel Beetz, Florian Ettlinger, Felix Gruen, Georgios Kaissis, Fabian Lohöfer, Rickmer Braren, Julian Holch, Felix Hofmann, Wieland Sommer, Volker Heinemann, Colin Jacobs, Gabriel Efrain Humpire Mamani, Bram van Ginneken, Gabriel Chartrand, An Tang, Michal Drozdzal, Avi Ben-Cohen, Eyal Klang, Marianne M. Amitai, Eli Konen, Hayit Greenspan, Johan Moreau, Alexandre Hostettler, Luc Soler, Refael Vivanti, Adi Szeskin, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz, Bjoern H. Menze

* conference 

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Multi-Level Batch Normalization In Deep Networks For Invasive Ductal Carcinoma Cell Discrimination In Histopathology Images

Jan 11, 2019
Francisco Perdigon Romero, An Tang, Samuel Kadoury

* 4 pages, 5 figures 

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Liver lesion segmentation informed by joint liver segmentation

Aug 11, 2018
Eugene Vorontsov, An Tang, Chris Pal, Samuel Kadoury

* Late upload of conference version (ISBI) 

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Dilatation of Lateral Ventricles with Brain Volumes in Infants with 3D Transfontanelle US

Jun 06, 2018
Marc-Antoine Boucher, Sarah Lippe, Amelie Damphousse, Ramy El-Jalbout, Samuel Kadoury

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Spatiotemporal Manifold Prediction Model for Anterior Vertebral Body Growth Modulation Surgery in Idiopathic Scoliosis

Jun 06, 2018
William Mandel, Olivier Turcot, Dejan Knez, Stefan Parent, Samuel Kadoury

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On orthogonality and learning recurrent networks with long term dependencies

Oct 12, 2017
Eugene Vorontsov, Chiheb Trabelsi, Samuel Kadoury, Chris Pal

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Learning Normalized Inputs for Iterative Estimation in Medical Image Segmentation

Feb 16, 2017
Michal Drozdzal, Gabriel Chartrand, Eugene Vorontsov, Lisa Di Jorio, An Tang, Adriana Romero, Yoshua Bengio, Chris Pal, Samuel Kadoury

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3D Morphology Prediction of Progressive Spinal Deformities from Probabilistic Modeling of Discriminant Manifolds

Jan 23, 2017
Samuel Kadoury, William Mandel, Marjolaine Roy-Beaudry, Marie-Lyne Nault, Stefan Parent

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The Importance of Skip Connections in Biomedical Image Segmentation

Sep 22, 2016
Michal Drozdzal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, Chris Pal

* Accepted to 2nd Workshop on Deep Learning in Medical Image Analysis (DLMIA 2016); Added references 

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Prior-based Coregistration and Cosegmentation

Jul 22, 2016
Mahsa Shakeri, Enzo Ferrante, Stavros Tsogkas, Sarah Lippe, Samuel Kadoury, Iasonas Kokkinos, Nikos Paragios

* MICCAI 2016 
* The first two authors contributed equally 

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Sub-cortical brain structure segmentation using F-CNN's

Feb 05, 2016
Mahsa Shakeri, Stavros Tsogkas, Enzo Ferrante, Sarah Lippe, Samuel Kadoury, Nikos Paragios, Iasonas Kokkinos

* ISBI 2016: International Symposium on Biomedical Imaging, Apr 2016, Prague, Czech Republic 

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Metastatic liver tumour segmentation from discriminant Grassmannian manifolds

Aug 31, 2015
Samuel Kadoury, Eugene Vorontsov, An Tang

* Physics in Medicine and Biology 60 (2015) 

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