Author

Heikki A. Kalviainen

Brno University of TechnologyORCID 0000-0002-0790-6847Unclaimed 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:cell type annotation· 1 Approach:graph neural network· 1 Assay:imaging· 1 Organism:zebrafish· 1

Frequent Co-Authors

Alexander AlgasoviD· 1 shared Ankit Kumar UpadhyayiD· 1 shared Charles V. StewartiD· 1 shared Daniel I. RubensteiniD· 1 shared Ekaterina NepovinnykhiD· 1 shared Fedor ZolotareviD· 1 shared Pavel ZemčíkiD· 1 shared Sara BeeryiD· 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 paperEcology

Alexander AlgasovORCID

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1 paper

Recent·Most cited

β-Stability: Efficient, human-in-the-loop, graph-based curation of individual animal identities from images

Ekaterina Nepovinnykh, Timm Haucke, Fedor Zolotarev, Alexander Algasov, Ankit Kumar Upadhyay, Daniel I. Rubenstein, Tanya Y. Berger-Wolf, Tuomas Eerola, Heikki A. Kalviainen, Pavel Zemčík, Sara Beery, Charles V. Stewart

The paper introduces β-Stability, a graph-based framework for semi-automated curation of animal identities from images, achieving high accuracy with limited expert review.

bioRxiv · Oct 20, 2026 · PreprintEcology