Publications

Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Sep 1, 2017

CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance.

Publication:  International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 639-646. Springer, Cham.

Andrew Jesson, Nicolas Guizard, Sina Hamidi Ghalehjegh, Damien Goblot, Florian Soudan, and Nicolas Chapados.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Aug 1, 2017

Liver lesion segmentation informed by joint liver segmentation.

Eugene Vorontsov, An Tang, Chris Pal, Samuel Kadouryblot, Florian Soudan, and Nicolas Chapados.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Aug 1, 2017

Image Segmentation by Iterative Inference from Conditional Score Estimation.

Adriana Romero, Michal Drozdzal, Akram Erraqabi, Simon Jégou, Yoshua Bengio.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Jan 1, 2016

Learning latent state representations from partial observations.

Michal Drozdzal*, Mohammad Havaei*, Chin-Wei Huang, Nicolas Chapados, Laurent Charlin, Aaron Courville.

*equal contribution

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Publications

ARTIFICIAL INTELLIGENCE ENDPOIN

Nov 16, 2016

Automated Segmentation of Liver Metastases with Deep Convolutional Neural Networks

Radiological Society of North America 2016 Scientific Assembly and Annual Meeting. Chicago, Il, 2016.

Vorontsov, Eugene, Gabriel Chartrand, Olina Dagher, Vi Thuy Tran, Mathieu Flamand, Aline Khatchikian, Amine Smouk, et al.

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Publications

POSITION PAPER

Nov 1, 2016

Deep Learning: A Primer for Radiologists

Publication: Radiological Society of North America 2016 Scientific Assembly and Annual Meeting. Chicago, Il

Chartrand, Gabriel, Eugene Vorontsov, Mathieu Flamand, Simon Turcotte, Christopher Pal, Samuel Kadoury, and An Tang.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Nov 1, 2016

The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation.

Jégou, Simon, Michal Drozdzal, David Vazquez, Adriana Romero, and Yoshua Bengio.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Aug 1, 2016

The Importance of Skip Connections in Biomedical Image Segmentation.

Drozdzal, Michal, Eugene Vorontsov, Gabriel Chartrand, Samuel Kadoury, and Chris Pal.

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