Author

Daniel Freund

Center for Regenerative Therapies DresdenORCID 0000-0002-4619-7246Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Approach:large language model· 1

Frequent Co-Authors

Erhard RahmiD· 1 shared Jan EwaldiD· 1 shared Maximilian Josef JoasiD· 1 shared Robert HaaseiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Erhard RahmORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJan 17, 2025

Zero-Shot, Big-Shot, Active-Shot - How to estimate cell confluence, lazily

Maximilian Josef Joas, Daniel Freund, Robert Haase…·Jan Ewald

This paper shows that using the Segment Anything Model (SAM) for zero-shot confluence estimation in mesenchymal stem cells is effective without needing extensive dataset curation or fine-tuning.

DOI 10.1101/2025.01.17.633501

humanimaging