Publications

Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Mar 1, 2019

InfoMask: Masked Variational Latent Representation to Localize Chest Disease

SA  Taghanaki, M Havaei, T Berthier, F Dutil, L Di Jorio, G Hamarneh, Yoshua Bengio. arXiv preprint

 


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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Jul 16, 2018

Adversarial Mixture Model

Andrew Jesson, Cecile Low-Kam, Tanya Nair, Florian Soudan, Florent Chandelier, Nicolas Chapados.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Jun 1, 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.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Apr 1, 2018

Iteratively unveiling new regions of interest in Deep Learning models

Publication: Submitted to International Conference on Medical Imaging with Deep Learning

Florian Bordes, Tess Berthier, Lisa Di Jorio, Pascal Vincent, Yoshua Bengio

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Publications

POSITION PAPER

Feb 1, 2018

Role of artificial intelligence in the care of patients with non-small cell lung cancer

Publication: European Journal of Clinical Investigation

Rabbani M, Kanevsky J, Kafi K, Chandelier F, Giles FJ

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Jan 1, 2018

Deep Learning for Automated Segmentation of Colorectal Cancer Liver Metastases on Computed Tomography

Publication: Submitted to Radiological Society of North America 2018 Scientific Assembly and Annual Meeting

Milena Cerny, Eugene Vorontsov, Philippe Régnier, Lisa Di Jorio, Chris Pal, Réal Lapointe, Franck Vanderbroucke, Simon Turcotte, Samuel

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Publications

Nov 1, 2017

Deep Learning: A Primer for Radiologists

Publication: Radiographics

Gabriel Chartrand, PhD, Phillip M. Cheng, MD, MS, Eugene Vorontsov, BASc Eng Sci, Michal Drozdzal, PhD, Simon Turcotte, MD, MSc, Christopher J. Pal, PhD, Samuel Kadoury, PhD, An Tang, MD, MSc.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Oct 6, 2017

Learnable Explicit Density for Continuous Latent Space and Variational Inference.

Chin-Wei Huang, Ahmed Touati, Laurent Dinh, Michal Drozdzal, Mohammad Havaei, Laurent Charlin, Aaron Courville.

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Publications

Oct 1, 2017

Real-time differentiation of adenomatous and hyperplastic diminutive colorectal polyps during analysis of unaltered videos of standard colonoscopy using a deep learning mode

Publication: Gut

Michael F Byrne, Nicolas Chapados, Florian Soudan, Clemens Oertel, Milagros Linares Pérez, Raymond Kelly, Nadeem Iqbal, Florent Chandelier, Douglas K Rex

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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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