Author

Giuseppe Serra

Goethe University Frankfurt

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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Genomics· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:scRNA-seq· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Amanda J. OliveriD· 1 shared Camille FourneauxiD· 1 shared Elham AziziiD· 1 shared Fabian Joachim TheisiD· 1 shared Florian BuettneriD· 1 shared Gabriele PiccoiD· 1 shared Gonçalo Pinto· 1 shared J. Patrick PettiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperGenomics

Amanda J. OliverORCID

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Author profile →

1 paper

Recent·Most cited

Perturbation-guided mapping of colorectal cancer cell states to causal mechanisms

Soroor Hediyeh-zadeh, Tzen S. Toh, Olli Dufva, Giuseppe Serra, Rashika Jakhmola, Camille Fourneaux, Gonçalo Pinto, Zijian Fang, Gabriele Picco, Amanda J. Oliver, Rasa Elmentaite, Till Richter, Ken To, J. Patrick Pett, Sarah Amalia Teichmann, , Mathew J. Garnett

This paper develops a continual learning framework to map colorectal cancer cell states to causal mechanisms through integration of single-cell data and perturbation experiments.

bioRxiv · Mar 24, 2026 · PreprintGenomics