Author

Jana Wäldchen

German Centre for Integrative Biodiversity ResearchORCID 0000-0002-2631-1531Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:DNA methylation· 1 Assay:imaging· 1 Organism:multiple species· 1 Organism:plant (other)· 1

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Kevin KarbsteiniD· 1 shared Ladislav HodačiD· 1 shared Lara M. KöstersiD· 1 shared Martin R. HofmanniD· 1 shared Patrick MäderiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Kevin KarbsteinORCID

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1 paper

Recent·Most cited

BioinformaticsSystematic BiologyPeer-reviewedApr 10, 2025

Data Fusion for Integrative Species Identification Using Deep Learning

Lara M. Kösters, Kevin Karbstein, Martin R. Hofmann…·Jana Wäldchen

This paper develops a deep learning framework that integrates molecular and image data to improve species identification, showing significant accuracy gains for genetically similar and morphologically indistinguishable species.

6 citations

plant (other)multiple species

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