Marc-André Legault
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Diet networks: thin parameters for fat genomics
A Romero, PL Carrier, A Erraqabi, T Sylvain, A Auvolat, E Dejoie, ...
International Conference on Learning Representations (ICLR) 2017, 2016
Paternal Age Explains a Major Portion of De Novo Germline Mutation Rate Variability in Healthy Individuals
SL Girard, CV Bourassa, LP Lemieux Perreault, MA Legault, A Barhdadi, ...
PLoS One 11 (10), e0164212, 2016
genipe: an automated genome-wide imputation pipeline with automatic reporting and statistical tools
LP Lemieux Perreault, MA Legault, G Asselin, MP Dubé
Bioinformatics 32 (23), 3661-3663, 2016
pyGenClean: efficient tool for genetic data clean up before association testing
LP Lemieux Perreault, S Provost, MA Legault, A Barhdadi, MP Dube
Bioinformatics 29 (13), 1704-1705, 2013
Comparison of sequencing based CNV discovery methods using monozygotic twin quartets
MA Legault, S Girard, LP Lemieux Perreault, GA Rouleau, MP Dube
PLoS One 10 (3), e0122287, 2015
Machine learning and data mining in complex genomic data—a review on the lessons learned in Genetic Analysis Workshop 19
IR König, J Auerbach, D Gola, E Held, ER Holzinger, MA Legault, R Sun, ...
BMC genetics 17, 49-56, 2016
Comparison of genotype clustering tools with rare variants
LPL Perreault, MA Legault, A Barhdadi, S Provost, V Normand, JC Tardif, ...
BMC bioinformatics 15, 1-12, 2014
Pharmacogenomics of the Efficacy and Safety of Colchicine in COLCOT
MP Dubé, MA Legault, A Lemaçon, LP Lemieux Perreault, R Fouodjio, ...
Circulation: Genomic and Precision Medicine 14 (2), e003183, 2021
Genetics of symptom remission in outpatients with COVID-19
MP Dubé, A Lemaçon, A Barhdadi, LP Lemieux Perreault, E Oussaïd, ...
Scientific Reports 11 (1), 10847, 2021
A sex-specific evolutionary interaction between ADCY9 and CETP
I Gamache, MA Legault, JC Grenier, R Sanchez, E Rhéaume, S Asgari, ...
Elife 10, e69198, 2021
Deep interpretability for GWAS
D Sharma, A Durand, MA Legault, LPL Perreault, A Lemaçon, MP Dubé, ...
arXiv preprint arXiv:2007.01516, 2020
Simultaneous electrophysiological recording and micro-injections of inhibitory agents in the rodent brain
J Lai, MA Legault, S Thomas, C Casanova
JoVE (Journal of Visualized Experiments), e52271, 2015
Genetic meta-analysis of cancer diagnosis following statin use identifies new associations and implicates human leukocyte antigen (HLA) in women
M Sun, A Lemacon, MA Legault, G Asselin, S Provost, H Aschard, ...
The Pharmacogenomics Journal 21 (4), 446-457, 2021
Pharmacogenomics of blood lipid regulation
MA Legault, JC Tardif, MP Dubé
Pharmacogenomics 19 (7), 651-665, 2018
ExPheWas: a platform for cis-Mendelian randomization and gene-based association scans
MA Legault, LPL Perreault, JC Tardif, MP Dubé
Nucleic Acids Research 50 (W1), W305-W311, 2022
A genetic model of ivabradine recapitulates results from randomized clinical trials
MA Legault, J Sandoval, S Provost, A Barhdadi, LP Lemieux Perreault, ...
Plos one 15 (7), e0236193, 2020
A novel and efficient machine learning Mendelian randomization estimator applied to predict the safety and efficacy of sclerostin inhibition
MA Legault, J Hartford, BJ Arsenault, AY Yang, J Pineau
medRxiv, 2024.01. 30.24302021, 2024
Study of effect modifiers of genetically predicted CETP reduction
MA Legault, A Barhdadi, I Gamache, A Lemaçon, LP Lemieux Perreault, ...
Genetic Epidemiology, 2023
On the Challenges of using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects
S Basu, MA Legault, A Romero-Soriano, D Precup
Proceedings of the AAAI conference on artificial intelligence, 2023
La génétique humaine pour l'étude de cibles pharmacologiques
MA Legault
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