Author

Philippe Boileau

ORCID 0000-0002-4850-2507Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:dimensionality reduction· 1 Approach:statistical model· 1

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Nima S. HejaziiD· 1 shared Sandrine DudoitiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperGenomics

Nima S. HejaziORCID

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1 paper

Recent·Most cited

Exploring High-Dimensional Biological Data with Sparse Contrastive Principal Component Analysis

Philippe Boileau, Nima S. Hejazi, Sandrine Dudoit

This paper introduces sparse contrastive principal component analysis to extract stable and relevant biological signals from high-dimensional data and evaluates it on multiple datasets.

Bioinformatics · Mar 10, 2020Peer-reviewedGenomics