Faculty profile
Christian Gagné
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Université Laval directory, so their courses and email address may be missing. Find their university profile.
Research
Latest papers
Explainable artificial intelligence models for predicting risk of suicide using health administrative data in Quebec.
PloS one · 2024
Latest funding
- $283,672
Re-penser la découvrabilité, ou comment garantir l'accès à des contenus culturels canadiens dans l'environnement numérique
SSHRC · 2020 · Co-investigator
- $578,606
Déterminer la qualité de la polypharmacie chez les aînés : une approche basée sur l'intelligence artificielle
CIHR · 2019 · Co-investigator
- $246,000
Deep Learning with Little Labelled Data
NSERC · 2019 · Principal investigator
1 publications.
Explainable artificial intelligence models for predicting risk of suicide using health administrative data in Quebec.
Gholi Zadeh Kharrat F, Gagne C, Lesage A, Gariépy G, Pelletier JF, Brousseau-Paradis C, Rochette L, Pelletier E, Lévesque P, Mohammed M, Wang J
Re-penser la découvrabilité, ou comment garantir l'accès à des contenus culturels canadiens dans l'environnement numérique
Principal investigators: Guèvremont, Véronique
Keywords: droit; diversité culturelle; expressions culturelles; souveraineté; politiques culturelles; découvrabilité; numérique; algorithmes; intelligence artificielle; libre-échange
Déterminer la qualité de la polypharmacie chez les aînés : une approche basée sur l'intelligence artificielle
Principal investigators: Sirois, Caroline; Émond, Valérie; Durand, Audrey; Khoury, Richard
Keywords: Hospitalisation; Indicateurs; Intelligence Artificielle; Mortalité; Multimorbidité; Médicaments; Personnes Âgées; Polypharmacie; Surveillance
Deep Learning with Little Labelled Data
Principal investigators: Gagné, Christian
Keywords: Anticipatory Learning; AutoML; Deep Learning; Machine Learning; Meta-learning; Multitask Learning; Representation Learning; Super-resolution Microscopy; Transfer Learning; Visual Place Recognition
DRIFTERS: Deep Radar Interpretation For Tracking and Enhancement of Raw Signal
Principal investigators: Gagné, Christian
DEEL DEpendable & Explainable Learning
Principal investigators: Gagné, Christian C
Keywords: artificial intelligence; certifiability; explainability; fairness; interpretability; machine learning; privacy by design; robustness; security; software engineering
Machine learning for the insurance industry: predictive models, fraud detection, and fairness
Principal investigators: Marchand, Mario M
Big data analytics in insurance
Principal investigators: Badard, Thierry T
Nouvelles approches pour le pilotage d'un atelier d'usinage de pièces métalliques de précision basées sur les données
Principal investigators: Gaudreault, Jonathan
BRITE: bus rapid transit system
Principal investigators: Laurendeau, Denis
Personalized Recommendations for a Social Network of Photographers
Principal investigators: Gagné, Christian
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Alain Lesage and JianLi Wang: 18 shared papers
- Alain Lesage and Christian Gagné: 1 shared paper
- JianLi Wang and Christian Gagné: 1 shared paper
- Génie électrique et génie informatique
- Psychiatrie
- Psychiatry
Co-authors at Université Laval, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.