Hematopoietic stem cells (HSCs) are the parent cells that give rise to all of the different kinds of cells present in blood. Any problems or abnormalities in the different types of blood cells can lead to different type of blood related diseases corresponding to the specific type of cell. Usually, blood cancers also known as […]

This project is part of a larger effort towards the decarbonization of our energy by focussing more on renewable energy (eg. solar, wind). Hydro-Quebec is invested in this effort as it is a major provider of electricity throughout Northeastern America. Many renewable energy sources are highly variable; it is therefore important to be able to […]

Le présent projet innove en développant et en implantant un système d’évaluation de la fluidité graphique. En faisant appel aux technologies de l’information et à l’intelligence artificielle, le système d’évaluation permettra la saisie, l’analyse et l’interprétation de résultats d’évaluations conduites auprès d’enfants en milieu clinique. Pour ce faire, une version exploitable du Five-Point Test (e-5PT; […]

In Canada, 8% of youth are born preterm (

The rate of unemployment among the visually impaired is dramatically higher compared to the rest of the population. Even though much research and development has been achived to ,maximize the employability of persons living with a visual impairment, and to make them competitive in the employment market, the same cannot be said for employers themselves. […]

Jumio is constantly facing fraudulent attacks of repeated nature when a series of similar images with minor changes are submitted. To be able to respond effectively it is necessary to be able to learn previously seen fraudulent data. At the same time we have to deal with very sensitive private data and therefore it’s becoming […]

Humanware develops since 2003 a GPS-based dedicated device which helps a blind person to orient himself and guide him to his destination. In this project, we want to enhance the user’s experience by providing a better understanding of the environment by interacting with the device in a more natural manner. This project addresses two types […]

Phyla’s vision is to be the world’s first integrated solution for gut health through a digital health platform for those affected by Inflammatory Bowel Disease (IBD) and Irritable Bowel Syndrome (IBS). Phyla’s platform combines an at-home gut microbiome (intestinal bacteria) stool testing subscription and a mobile application for self-reported disease and lifestyle parameter tracking. It […]

L’objectif du projet est d’automatiser la reconnaissance des signaux acoustiques et vibratoires d’une part, et des signaux de décharges partielles d’autres part, et ceci à l’aide d’un modèle d’apprentissage profond. Cette reconnaissance est la première étape du développement d’un modèle de pronostic et de suivi de l’évolution de la dégradation des alternateurs. Ces signaux sont […]

The project aims to facilitate the research and development of new drugs by applying machine learning and deep learning to further develop an AI-assisted molecular search database. The company has an internal dataset holding more than a billion molecules. Two main challenges are keeping the molecule catalog updated and Searching for the desired molecule or […]

Molecular generative methods are at the heart of our computational platform. We use cutting edge deep neural networks in order to generate unseen molecules based on existing conditions or molecular space. Since external projects typically require different architectures, we are continuously expanding our generative methods toolbox with new approaches. This project aims to augment our […]

In this project, the main purpose is to develop a tool for facial image anonymization by replacing the face in an image with a fake, generated face. To have realistic looking generated images, it is essential for the generated face to have a similar pose to the original one and to be seamlessly harmonic to […]