Author

Levi M. T. Winkelman

Leiden UniversityORCID 0009-0001-9105-7840Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1 Research Focus:database / resource· 1

Frequent Co-Authors

Florence JornodiD· 1 shared Helge HechtiD· 1 shared Joost B. BeltmaniD· 1 shared Karine AudouzeiD· 1 shared Lola BajardiD· 1 shared Luděk BláhaiD· 1 shared Robin DurníkiD· 1 shared Tereza Juchelková· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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9 top collaborators · 36 mutual co-author links

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1 shared paperPharmacology & Toxicology

Florence JornodORCID

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1 paper

Recent·Most cited

Pharmacology & ToxicologyToxicological SciencesPeer-reviewedJul 29, 2026

Towards Bayesian-based quantitative adverse outcome pathways using in vitro data from open literature and continuous variables: a case example for liver fibrosis.

Robin Durník, Tereza Juchelková, Helge Hecht…·Lola Bajard

This paper develops a Bayesian-based model using in vitro data and continuous variables to predict liver fibrosis by analyzing key markers of hepatic stellate cell activation.

DOI 10.1093/toxsci/kfag090

Bayesian inferencebenchmarking

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