Author

Manuel Wöllhaf

Technische Universität BerlinORCID 0000-0002-8190-6503Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Angelique WolteriD· 1 shared Annemarie LangiD· 1 shared C Thöne-ReinekeiD· 1 shared Clara Bekemeier· 1 shared Edith Hietel· 1 shared Holger CynisiD· 1 shared Jenny WilzopolskiiD· 1 shared Katharina HohlbaumiD· 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 paperAnimal Behavior & Cognition

Angelique WolterORCID

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1 paper

Recent·Most cited

Animal Behavior & CognitionbioRxivPreprintFeb 18, 2026

Automatic pain face analysis in mice: Applied to a varied dataset with non-standardized conditions

Niek Andresen, Manuel Wöllhaf, Jenny Wilzopolski…·Katharina Hohlbaum

This paper introduces a deep learning model for automated pain face analysis in mice using the Mouse Grimace Scale, achieving high correlation with human raters and outperforming them in error magnitude.

1 citation

mouseimaging