Author

Aurélia Vernay

Bayer (France)

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

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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

Bruno LeggioiD· 1 shared Laurent LejeuneiD· 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

Bruno LeggioORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 24, 2023

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.

DOI 10.1101/2023.08.24.554566

fungi (other)imaging

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