Faculty profile
François Laviolette
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Research
Latest papers
On the robustness of generalization of drug-drug interaction models.
BMC bioinformatics · 2021
Latest funding
- $110,000
Interpretable Machine Learning for life science data
NSERC · 2020 · Principal investigator
- $80,000
Interpretable Machine Learning for life science data
NSERC · 2020 · Principal investigator
- $380,593
A multimodal seizure detection artificial intelligence-based smart wear
NSERC · 2019 · Co-investigator
1 publications.
On the robustness of generalization of drug-drug interaction models.
Kpanou R, Osseni MA, Tossou P, Laviolette F, Corbeil J
Interpretable Machine Learning for life science data
Principal investigators: Laviolette, François
Interpretable Machine Learning for life science data
Principal investigators: Laviolette, François
A multimodal seizure detection artificial intelligence-based smart wear
Principal investigators: Nguyen, Dang Khoa
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
NSERC CREATE in Responsible Health and Healthcare Data Science
Principal investigators: Després, Philippe P
Keywords: clinical decision support systems; confidentiality; data science; ethics; health and healthcare data; legal and social issues; non disclosive analysis; patient facing applications; privacy by design; responsible artificial intelligence
Decision making in the forest value chain
Principal investigators: Rönnqvist, Mikael ME
Keywords: Analytics; Big Data; Decision support system; Forestry; Logistics; Operations Research; Optimization; Routing; Transportation; Value chain management
Prédire l'évolution de l'hépatite C par la fédération de données et l'intelligence artificielle : enjeux éthiques, juridiques, sociaux et de vie privée
Principal investigators: Després, Philippe; Longtin, Jean; BERAUD, Guillaume; Déziel, Pierre-Luc
Keywords: Apprentissage Automatique; Données Non-Structurées; Dossiers Médicaux Électroniques; Hépatite C; Intelligence Artificielle; Interprétabilité Des Modèles; Maladie À Déclaration Obligatoire; Réseau De Neurones Artificiel; Santé Publique; Vie Privée
Gestion des connaissances d'un système de question-réponse pour le domaine des villes intelligentes
Principal investigators: Lamontagne, Luc
Évaluation de l'incertitude épistémique en apprentissage profond**
Principal investigators: Laviolette, François
Canadian Microbiome Resource (CanMoR)
Principal investigators: Corbeil, Jacques; Figeys, Daniel; Langille, Morgan G
Keywords: Bioinformatics; Community Service; Ethic Research; Genomic; Knowledge Translation; Metabolomic; Microbiome; Proteomic; Transcriptomic
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
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