Author

Jana Kierdorf

University of BonnORCID 0000-0003-1145-1555Unclaimed 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-cell communication· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:imaging· 1

Frequent Co-Authors

Andreé Hamm· 1 shared Antonia V. MayriD· 1 shared Cyrill StachnissiD· 1 shared Jens BehleyiD· 1 shared Julian BaueriD· 1 shared Lukas Drees· 1 shared Phillip Jens NachtweideiD· 1 shared Ribana RoscheriD· 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 paperEcology

Andreé Hamm

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1 paper

Recent·Most cited

EcologybioRxivPreprintOct 27, 2025

A Computer Vision Dataset for Pollinator Detection under Real Field Conditions

Yue Linn Chong, Phillip Jens Nachtweide, Julian Bauer…·Antonia V. Mayr

This paper introduces a pollinator detection dataset with accurate annotations, showing a 28.7% increase in mAP using an iterative semi-automatic annotation approach with YOLO.

DOI 10.1101/2025.10.27.682286

imagingdeep learning

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