Author

Davie Cappoen

University of AntwerpORCID 0000-0002-3115-8797Unclaimed 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:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Assay:proteomics· 1

Frequent Co-Authors

Anne-Sofie VermeerschiD· 1 shared Dieter L. D. DeforceiD· 1 shared Filip Van NieuwerburghiD· 1 shared Guillaume CattebekeiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Anne-Sofie VermeerschORCID

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1 paper

Recent·Most cited

Mechanistically Interpretable Toxicity Prediction Through Multimodal Integration of Structure and Transcriptomics

Guillaume Cattebeke, Anne-Sofie Vermeersch, Davie Cappoen, Dieter L. D. Deforce, Filip Van Nieuwerburgh

The paper develops a multimodal model integrating chemical structure and transcriptomics to predict toxicity, achieving robust performance across multiple assays and providing mechanistic insights.

bioRxiv · Nov 14, 2025 · PreprintBioinformatics