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M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision


Dec 14, 2022
Malo Alefsen de Boisredon d'Assier, Eugene Vorontsov, Samuel Kadoury

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* 12 pages and 7 figures 

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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

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* 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

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* 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

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* 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

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* 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

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* 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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