Author

Laurent Lejeune

Bayer (France)ORCID 0000-0002-2164-3932Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:fungi (other)· 1 Assay:imaging· 1

Frequent Co-Authors

Aurélia Vernay· 1 shared Bruno LeggioiD· 1 shared Morgane RoussiniD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Aurélia Vernay

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1 paper

Recent·Most cited

An Interpretable Framework to Characterize Compound Treatments on Filamentous Fungi using Cell Painting and Deep Metric Learning

Laurent Lejeune, Morgane Roussin, Bruno Leggio, Aurélia Vernay

This paper develops a deep metric learning framework for analyzing cell painting images of filamentous fungi to estimate dose-response curves and group images by mode of action.

bioRxiv · Aug 24, 2023 · PreprintBioinformatics