Author

Rafael Kollyfas

Wellcome/MRC Cambridge Stem Cell Institute

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

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Research Focus:clustering· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:scRNA-seq· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Alexandra M. NicaiseiD· 1 shared Irina MohorianuiD· 1 shared Ludovic VallieriD· 1 shared Marta CagnaiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Alexandra M. NicaiseORCID

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1 paper

Recent·Most cited

Unveiling Gene Regulatory Network Dynamics using Fuzzy Clustering

Rafael Kollyfas, Marta Cagna, Alexandra M. Nicaise, Ludovic Vallier, Irina Mohorianu

The paper introduces Flufftail, a framework for fuzzy clustering in single-cell data, to infer gene regulatory network dynamics by leveraging membership probabilities and regulatory hub genes.

bioRxiv · Jan 2, 2026 · PreprintBioinformatics