Author

Celia L. Hartmann

German Center for Neurodegenerative Diseases

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

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Immunology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Assay:flow cytometry· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Aleksej FroloviD· 1 shared Caterina CarraroiD· 1 shared Dagmar WachteniD· 1 shared Dalila Juliana Silva RibeiroiD· 1 shared Doaa HamadaiD· 1 shared Elfriede Nößner· 1 shared Fabian Joachim TheisiD· 1 shared FT WunderlichiD· 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 paperImmunology

Aleksej FrolovORCID

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1 paper

Recent·Most cited

ConvexGating infers gating strategies from clusters in single cell cytometry data

Vincent D. Friedrich, Karola Mai, Thomas P. J. Hofer, Elfriede Nößner, Lorenzo Bonaguro, Celia L. Hartmann, Aleksej Frolov, Caterina Carraro, Doaa Hamada, Mehrnoush Hadaddzadeh Shakiba, Heidi Theis, Dalila Juliana Silva Ribeiro, Dagmar Wachten, FT Wunderlich, Markus R. Scholz, , Maren Büttner

ConvexGating automatically learns unbiased, interpretable gating strategies for flow cytometry data, improving consistency and reducing contamination in cell population identification.

Nature Communications · Sep 18, 2026Peer-reviewedImmunology