Publications

Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Oct 15, 2021

Application of Homomorphic Encryption in Medical Imaging

A technical 20-page report for next-generation data governance models. Authors: Francis Dutil, Alexandre See, Lisa Di Jorio and Florent Chandelier.

 

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

May 16, 2021

Conditional Generation of Medical Images via Disentangled Adversarial Inference

Mohammad Havaei, Ximeng Mao, Yiping Wang, Qicheng Lao. Medical Image Analysis, 2021, 102106, ISSN 1361-8415.


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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Mar 3, 2021

A Two-Stream Continual Learning System With Variational Domain-Agnostic Feature Replay

Lao, Qicheng, Xiang Jiang, Mohammad Havaei, and Yoshua Bengio.IEEE Transactions on Neural Networks and Learning Systems (2021).


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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Feb 1, 2021

Cross-Modal Information Maximization for Medical Imaging: CMIM

Sylvain, Tristan, Francis Dutil, Tess Berthier, Lisa Di Jorio, Margaux Luck, Devon Hjelm, and Yoshua Bengio. In 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Dec 15, 2020

Hypothesis Disparity Regularized Mutual Information Maximization

Lao, Qicheng, Xiang Jiang, and Mohammad Havaei.In Proceedings of the AAAI Conference on Artificial Intelligence (2021).


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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Dec 8, 2020

Conditional Generation of Medical Images via Disentangled Adversarial Inference

Havaei, Mohammad, Ximeng Mao, Yiping Wang, and Qicheng Lao. Submitted to medical image analysis. arXiv preprint arXiv:2012.04764 (2020).

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Publications

Sep 17, 2020

Deep learning model to predict clinical outcomes in patients with advanced non-small cell lung cancer treated with immune checkpoint inhibitors

A. Elkrief, K. Phan, L. Di Jorio, R. Simpson, M. Chassé, J. Malo, C. Richard, M. Kosyakov, F. Chandelier, K. Kafi, B. Routy

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Jul 1, 2020

CAGNet: Content-Aware Guidance for Salient Object Detection

Sina Mohammadi, Mehrdad Noori, Ali Bahri, Sina Ghofrani Majelan, Mohammad Havaei. Pattern Recognition 2020;103:107303.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Jun 9, 2020

Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation

Jiang, Xiang, Qicheng Lao, Stan Matwin, and Mohammad Havaei. In International Conference on Machine Learning, pp. 4816-4827. PMLR, 2020.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

May 12, 2020

Jigsaw-VAE: Towards Balancing Features in Variational Autoencoders

Saeid Asgari Taghanaki, Mohammad Havaei, Alex Lamb, Aditya Sanghi, Ara Danielyan, Tonya Custis. arXiv preprint 2005.05496.

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