1 code implementation • 7 Jun 2023 • Thibaud Godon, Baptiste Bauvin, Pascal Germain, Jacques Corbeil, Alexandre Drouin
Rule-based models, such as decision trees, appeal to practitioners due to their interpretable nature.
1 code implementation • 11 Aug 2022 • Thibaud Godon, Pier-Luc Plante, Baptiste Bauvin, Elina Francovic-Fontaine, Alexandre Drouin, Jacques Corbeil
Background: Understanding the relationship between the Omics and the phenotype is a central problem in precision medicine.
1 code implementation • 3 Dec 2016 • Alexandre Drouin, Frédéric Raymond, Gaël Letarte St-Pierre, Mario Marchand, Jacques Corbeil, François Laviolette
Antimicrobial resistance is an important public health concern that has implications in the practice of medicine worldwide.
no code implementations • 22 May 2015 • Alexandre Drouin, Sébastien Giguère, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil
The Set Covering Machine (SCM) is a greedy learning algorithm that produces sparse classifiers.
no code implementations • 2 Dec 2014 • Alexandre Drouin, Sébastien Giguère, Vladana Sagatovich, Maxime Déraspe, François Laviolette, Mario Marchand, Jacques Corbeil
The increased affordability of whole genome sequencing has motivated its use for phenotypic studies.