Author

Marine Fontaine

University of WarwickORCID 0000-0002-5993-5842Unclaimed 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:differential expression· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

David A. J. RandiD· 1 shared Elizabeth FinnieiD· 1 shared James BriscoeiD· 1 shared M. Joaquina DelàsiD· 1 shared Meritxell SáeziD· 1 shared Rory J. MaizelsiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperDevelopmental Biology

David A. J. RandORCID

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1 paper

Recent·Most cited

Developmental BiologybioRxivPreprintMay 28, 2025

Dynamic Landscape Analysis of Cell Fate Decisions: Predictive Models of Neural Development From Single-Cell Data

Marine Fontaine, M. Joaquina Delàs, Meritxell Sáez…·David A. J. Rand

This paper introduces a framework to model cell fate decisions using single-cell data, revealing conserved decision-making architectures across species.

7 citations

humanmouse

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