Author

Jean-Pierre Borg

InsermORCID 0009-0007-6193-1019Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:gene regulatory network inference· 1 Assay:perturbation screen· 1

Frequent Co-Authors

Jacques ColingeiD· 2 shared Patrice RaveliD· 2 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersBioinformatics

Jacques ColingeORCID

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2 papers

Recent·Most cited

BioinformaticsBriefings in BioinformaticsPeer-reviewedFeb 25, 2025

Testing and overcoming the limitations of Modular Response Analysis

Jean-Pierre Borg, Jacques Colinge, Patrice Ravel

The paper improves Modular Response Analysis by addressing noise sensitivity, enabling non-independent perturbations, and incorporating nonlinearity and prior knowledge.

1 citation

statistical modelbenchmarking

𝕏 PostBluesky

Systems BiologyBioinformaticsPeer-reviewedApr 1, 2023

Modular response analysis reformulated as a multilinear regression problem

Jean-Pierre Borg, Jacques Colinge, Patrice Ravel

The paper reformulates modular response analysis as a multilinear regression problem to improve stability and performance in inferring biological networks from perturbation data.

3 citations

perturbation screenstatistical model

𝕏 PostBluesky