Author

Justus Pein

Charité – Universitätsmedizin BerlinORCID 0009-0003-4902-330XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:diffusion model· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Alexander T. PearsoniD· 1 shared Asier Rabasco MeneghettiiD· 1 shared Carolin Victoria SchneideriD· 1 shared Daniel TruhniD· 1 shared Deniz UlukiD· 1 shared Georg LurjeiD· 1 shared Isabella LurjeiD· 1 shared Jakob Nikolas KatheriD· 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 paperBioinformatics

Alexander T. PearsonORCID

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1 paper

Recent·Most cited

BioinformaticsCancer ResearchPeer-reviewedJun 17, 2026

Counterfactual Diffusion Models for Interpretable Explanations of Artificial Intelligence Models in Pathology

Laura Žigutytė, Tim Lenz, Tianyu Han…·Jakob Nikolas Kather

MoPaDi generates counterfactual explanations for histopathology images to reveal morphological features driving classifier predictions, improving interpretability in digital pathology.

DOI 10.1158/0008-5472.can-25-5645

humanimaging

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