Author

Kathrin Hildebrand

University of Augsburg

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cell Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Anna RubeckiD· 1 shared Avani Sapre· 1 shared Dennis RaithiD· 1 shared Eelco Meerdink· 1 shared Jonas BermeitingeriD· 1 shared Maria Kling· 1 shared Martin TrepeliD· 1 shared Rainer ClausiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperCell Biology

Anna RubeckORCID

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1 paper

Recent·Most cited

AI-driven analysis for real-time detection of unstained microscopic cell culture images

Kathrin Hildebrand, Tatiana Mögele, Dennis Raith, Maria Kling, Anna Rubeck, Stefan Schiele, Eelco Meerdink, Avani Sapre, Jonas Bermeitinger, Martin Trepel, Rainer Claus

This paper develops an AI model to detect unstained cell cultures in real-time, achieving high accuracy in distinguishing cell lines and monitoring drug responses.

AI · Oct 18, 2025Peer-reviewedCell Biology