Author

D. Langenkämper

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Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:contrastive learning· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

A. M. Burfeid-Castellanos· 1 shared B. Beszteri· 1 shared M. Kloster· 1 shared T. W. Nattkemper· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperEcology

A. M. Burfeid-Castellanos

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1 paper

Recent·Most cited

EcologybioRxivJul 14, 2022

Improving deep learning-based segmentation of diatoms in gigapixel-sized virtual slides by object-based tile positioning and object integrity constraint

M. Kloster, A. M. Burfeid-Castellanos, D. Langenkämper…·B. Beszteri

This paper improves deep learning segmentation of diatoms in large images by using object-based tiling with integrity constraints, achieving higher precision without sacrificing recall.

DOI 10.1371/journal.pone.0272103

imagingdeep learning

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