Author

Anna Melina Steinbach

German Federal Institute for Risk Assessment (BfR)ORCID 0009-0007-9903-4903Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Pharmacology & Toxicology· 1

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Approach:Bayesian inference· 1 Research Focus:benchmarking· 1

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Christian Tobias WillenbockeliD· 1 shared Philip Marx‐StoeltingiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperPharmacology & Toxicology

Christian Tobias WillenbockelORCID

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1 paper

Recent·Most cited

Pharmacology & ToxicologybioRxivPreprintOct 25, 2026

Bayesian Stacking of Quantitative Adverse Outcome Pathways Isolates Primary Drivers of Liver Steatosis

Anna Melina Steinbach, Philip Marx‐Stoelting, Christian Tobias Willenbockel

This paper develops a Bayesian framework to integrate multiple converging pathways in adverse outcome pathways, demonstrating improved predictive performance for liver steatosis.

DOI 10.64898/2026.10.20.760409

Bayesian inferencebenchmarking

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