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ORCIDSébastien Lemieux
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2020 – today
- 2021
[j6]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)- 2020
- [j5]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): i417-i426 (2020)
2010 – 2019
- 2019
- [j4]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): i464-i473 (2019) - [i5]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 abs/1910.08636 (2019) - 2018
- [i4]Tariq Daouda, Jeremie Zumer, Claude Perreault, Sébastien Lemieux:
Holographic Neural Architectures. CoRR abs/1806.00931 (2018) - [i3]Assya Trofimov, Francis Dutil, Claude Perreault, Sébastien Lemieux, Yoshua Bengio, Joseph Paul Cohen:
Towards the Latent Transcriptome. CoRR abs/1810.03442 (2018) - 2017
- [i2]Assya Trofimov, Sébastien Lemieux, Claude Perreault:
Warp: a method for neural network interpretability applied to gene expression profiles. CoRR abs/1708.04988 (2017) - 2016
- [i1]Tariq Daouda, Claude Perreault, Sébastien Lemieux:
pyGeno: A Python package for precision medicine and proteogenomics. F1000Research 5: 381 (2016) - 2013
- [j3]Philippe Serhal, Sébastien Lemieux:
Correction of Spatial Bias in Oligonucleotide Array Data. Adv. Bioinformatics 2013: 167915:1-167915:9 (2013) - [j2]Julie Nocq, Magalie Celton, Patrick Gendron, Sébastien Lemieux, Brian T. Wilhelm:
Harnessing virtual machines to simplify next-generation DNA sequencing analysis. Bioinform. 29(17): 2075-2083 (2013) - 2012
- [c1]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: 1742-1748
2000 – 2009
- 2006
- [j1]Sébastien Lemieux:
Probe-level linear model fitting and mixture modeling results in high accuracy detection of differential gene expression. BMC Bioinform. 7: 391 (2006)
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