Insights, highlights and the latest news from inside Imagia

Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Mar 9, 2020

FoCL: Feature-Oriented Continual Learning for Generative Models

Qicheng Lao, Mehrzad Mortazavi, Marzieh Tahaei, Francis Dutil, Thomas Fevens, Mohammad Havaei. arXiv preprint 2003.03877.

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Mar 9, 2020

Continuous Domain Adaptation with Variational Domain-Agnostic Feature Replay

Qicheng Lao, Xiang Jiang, Mohammad Havaei, Yoshua Bengio. arXiv preprint 2003.04382.

 

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Mar 4, 2020

DFNet: Discriminative feature extraction and integration network for salient object detection

Noori, Mehrdad, Sina Mohammadi, Sina Ghofrani Majelan, Ali Bahri, and Mohammad Havaei. Engineering Applications of Artificial Intelligence 89 (2020): 103419.

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Press

Dec 17, 2019

Imagia Partners with Top US and Canadian Hospitals to Facilitate AI Accelerated Healthcare Discoveries

New partnerships enable hospitals to access the Imagia EVIDENS™ AI platform, empowering clinicians to utilize cohorted and structured real world data to achieve new medical insights via federated learning.

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General

Dec 11, 2019

$2.6M to fight cancer using innovative technologies and artificial intelligence

Created by leading financiers wanting to combine academic research and industry expertise, the Onco-Tech Competition is an opportunity for Quebec investigators to accelerate the development, validation and marketing of new medical technologies i

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Blog

Nov 1, 2019

The Promise of Prescribing AI to Cure Lung Cancer

In a forest of data, AI can find abnormalities within seconds. Now apply this principle to finding atypical cancer cells among the healthy ones, and truly see where the promise of AI in lung cancer lies.

The entire month of November is Lung Canc

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Oct 17, 2019

UBS: A Dimension-Agnostic Metric for Concept Vector Interpretability Applied to Radiomics

Yeche, Hugo, Harrison, Justin, Berthier, and Tess Berthier. Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support, Second International Workshop, iMIMIC 2019, and 9th Internatio

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

Oct 10, 2019

Task Adaptive Metric Space for Medium-Shot Medical Image Classification

Jiang, Xiang, Liqiang Ding, Mohammad Havaei, Andrew Jesson, and Stan Matwin. In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 147-155. Springer, Cham, 2019.

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Press

May 28, 2019

Canadian Government Awards $49M Grant to Establish Canada-wide AI Health Data Platform

Led by Imagia and The Terry Fox Research Institute, the network with $108M in-cash and $165M in-kind contributions will connect almost 100 partners across Canada, including health care institutions; small, medium-sized and large companies; uni

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Publications

ARTIFICIAL INTELLIGENCE ENDPOINT

May 25, 2019

Efficient Neural Task Adaptation by Maximum Entropy Initialisation

Farshid Varno, Behrouz Haji Soleimani, Marzie Saghayi, Lisa Di Jorio, and Stan Matwin. Submitted to ECML / PKDD 2019.

 

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