Author

Oleg Sysoev

Linköping UniversityORCID 0000-0002-3092-4162Unclaimed 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 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Organism:mouse· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Antonio JuliàiD· 1 shared Carlos P. RocaiD· 1 shared Danuta R. Gawel· 1 shared Desiré Eklund· 1 shared Dominic Sinibaldi· 1 shared Elena EyreiD· 1 shared Holger HeyniD· 1 shared Huan ZhangiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperImmunology

Antonio JuliàORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintJun 15, 2025

Regulation Flow Analysis discovers molecular mechanisms of action from large knowledge databases

Carlos P. Roca, Oleg Sysoev, Elena Eyre…·Jonathan Mangion

This paper introduces Regulation Flow Analysis (RFA), a method that generates causal hypotheses of drug mechanisms using knowledge graphs, improving understanding of biological processes and drug development.

1 citation

statistical modelbenchmarking

𝕏 PostBluesky

ImmunologyGenome MedicinePeer-reviewedMar 20, 2024

scDrugPrio: A framework for the analysis of single-cell transcriptomics to address multiple problems in precision medicine in immune-mediated inflammatory diseases

Samuel Schäfer, Martin Smelik, Oleg Sysoev…·Mikael Benson

scDrugPrio uses single-cell RNA sequencing to prioritize drugs for immune-mediated inflammatory diseases, showing personalized drug response variations across patients.

22 citations

mousehuman

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