Author

Guillaume Bollot

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· 2

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Auguste GenovesioiD· 2 shared Elaine Del NeryiD· 2 shared Ethan CoheniD· 2 shared Claudio Areias FrancoiD· 1 shared Francisca F. VasconcelosiD· 1 shared Franck PereziD· 1 shared Hamza Tajmouati· 1 shared Ihab BendidiiD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

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2 shared papersBioinformatics

Auguste GenovesioORCID

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2 papers

Recent·Most cited

Large Scale Cell Painting Guided Compound Selection Reveals Activity Cliffs and Functional Relationships

Maxime Sanchez, Nicolas Bourriez, Ihab Bendidi, Ethan Cohen, Ivan Svatko, Elaine Del Nery, Hamza Tajmouati, Guillaume Bollot, Laurence Calzone, Auguste Genovesio

This paper introduces a transfer learning method for compound preselection using phenotypic profiling, revealing activity cliffs and functional relationships across 112,480 compounds.

Communications Biology · Jan 13, 2026Peer-reviewedBioinformatics

Cell Painting transfer increases screening hit rate

Ethan Cohen, Maxime Corbé, Claudio Areias Franco, Francisca F. Vasconcelos, Franck Perez, Elaine Del Nery, Guillaume Bollot, Auguste Genovesio

The paper uses Cell Painting images to preselect compounds for drug screening, significantly increasing hit rates by reducing the number of compounds tested.

Biological Imaging · Jan 1, 2023Peer-reviewedBioinformatics