Marc-André Legault

11 papers A* 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Do machine learning methods make better predictions than conventional ones in pharmacoepidemiology? A systematic review, meta-analysis, and network meta-analysis.
Artif. Intell. Medicine
Ana Paula Bruno Pena-Gralle, Mireille E. Schnitzer, Sofia-Nada Boureguaa, Félix Morin, Marc-André Legault, Caroline Sirois, Alice Dragomir, Lucie Blais
2026 J jnl
Medication-based mortality prediction in COPD using machine learning and conventional statistical methods.
Int. J. Medical Informatics
Ana Paula Bruno Pena-Gralle, Amélie Forget, Yohann Moanahere Chiu, Marc-André Legault, Marie-France Beauchesne, Lucie Blais
2026 J jnl
Reply to comment on "medication-based mortality prediction in COPD using machine learning and conventional statistical methods".
Int. J. Medical Informatics
Ana Paula Bruno Pena-Gralle, Amélie Forget, Yohann Moanahere Chiu, Marc-André Legault, Marie-France Beauchesne, Lucie Blais
2023 A* conf
On the Challenges of Using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects.
AAAI
Sumana Basu, Marc-André Legault, Adriana Romero-Soriano, Doina Precup
2023 J jnl
On the Challenges of using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects.
CoRR
Sumana Basu, Marc-André Legault, Adriana Romero-Soriano, Doina Precup
2022 J jnl
ExPheWas: a platform for
Nucleic Acids Res.
Marc-André Legault, Louis-Philippe Lemieux Perreault, Jean-Claude Tardif, Marie-Pierre Dubé
2020 J jnl
Deep interpretability for GWAS.
CoRR
Deepak Sharma, Audrey Durand, Marc-André Legault, Louis-Philippe Lemieux Perreault, Audrey Lemaçon, Marie-Pierre Dubé, Joelle Pineau
2017 — conf
Diet Networks: Thin Parameters for Fat Genomics.
ICLR (Poster)
Adriana Romero, Pierre Luc Carrier, Akram Erraqabi, Tristan Sylvain, Alex Auvolat, Etienne Dejoie, Marc-André Legault, Marie-Pierre Dubé, Julie G. Hussin, Yoshua Bengio
2016 J jnl
Diet Networks: Thin Parameters for Fat Genomic.
CoRR
Adriana Romero, Pierre Luc Carrier, Akram Erraqabi, Tristan Sylvain, Alex Auvolat, Etienne Dejoie, Marc-André Legault, Marie-Pierre Dubé, Julie G. Hussin, Yoshua Bengio
2014 J jnl
Comparison of genotype clustering tools with rare variants.
BMC Bioinform.
Louis-Philippe Lemieux Perreault, Marc-André Legault, Amina Barhdadi, Sylvie Provost, Valérie Normand, Jean-Claude Tardif, Marie-Pierre Dubé
2013 J jnl
pyGenClean: efficient tool for genetic data clean up before association testing.
Bioinform.
Louis-Philippe Lemieux Perreault, Sylvie Provost, Marc-André Legault, Amina Barhdadi, Marie-Pierre Dubé