Sébastien Lemieux

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 8

Top Topics

Gene Expression Profiles

Neural Architectures

Bayesian Inference

Top Venues

Adv. Bioinformatics

PLoS Comput. Biol.

Publications

Tariq Daouda, Maude Dumont-Lagacé, Albert Feghaly, Yahya Benslimane, Rébecca Panes, Mathieu Courcelles, Mohamed Benhammadi, Lea Harrington, Pierre Thibault, François Major, Yoshua Bengio, Etienne Gagnon, Sébastien Lemieux, Claude Perreault
CAMAP: Artificial neural networks unveil the role of codon arrangement in modulating MHC-I peptides presentation. PLoS Comput. Biol. 17 (10) (2021)
Assya Trofimov, Joseph Paul Cohen, Yoshua Bengio, Claude Perreault, Sébastien Lemieux
Factorized embeddings learns rich and biologically meaningful embedding spaces using factorized tensor decomposition. Bioinform. 36 (Supplement-1) (2020)
Mandana Samiei, Tobias Würfl, Tristan Deleu, Martin Weiss, Francis Dutil, Thomas Fevens, Geneviève Boucher, Sébastien Lemieux, Joseph Paul Cohen
The TCGA Meta-Dataset Clinical Benchmark. CoRR (2019)
Caroline Labelle, Anne Marinier, Sébastien Lemieux
Enhancing the drug discovery process: Bayesian inference for the analysis and comparison of dose-response experiments. Bioinform. 35 (14) (2019)
Assya Trofimov, Francis Dutil, Claude Perreault, Sébastien Lemieux, Yoshua Bengio, Joseph Paul Cohen
Towards the Latent Transcriptome. CoRR (2018)
Tariq Daouda, Jeremie Zumer, Claude Perreault, Sébastien Lemieux
Holographic Neural Architectures. CoRR (2018)
Assya Trofimov, Sébastien Lemieux, Claude Perreault
Warp: a method for neural network interpretability applied to gene expression profiles. CoRR (2017)
Tariq Daouda, Claude Perreault, Sébastien Lemieux
pyGeno: A Python package for precision medicine and proteogenomics. F1000Research 5 (2016)
Philippe Serhal, Sébastien Lemieux
Correction of Spatial Bias in Oligonucleotide Array Data. Adv. Bioinformatics 2013 (2013)
Julie Nocq, Magalie Celton, Patrick Gendron, Sébastien Lemieux, Brian T. Wilhelm
Harnessing virtual machines to simplify next-generation DNA sequencing analysis. Bioinform. 29 (17) (2013)
Wassim Jerbi, Jonathan Gaudreault, Sophie D'Amours, Mustapha Nourelfath, Sébastien Lemieux, Philippe Marier, Mathieu Bouchard
Optimization/simulation-based framework for the evaluation of supply chain management policies in the forest product industry. SMC (2012)
Sébastien Lemieux
Probe-level linear model fitting and mixture modeling results in high accuracy detection of differential gene expression. BMC Bioinform. 7 (2006)