Author

Jan Wildenhain

AstraZeneca (United Kingdom)ORCID 0000-0002-5461-3828Unclaimed 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 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexander Schreiner· 1 shared Daniel MajoraliD· 1 shared Dmytro FishmaniD· 1 shared Kaupo PaloiD· 1 shared Leopold PartsiD· 1 shared Samantha E. PeeliD· 1 shared Sten‐Oliver Salumaa· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Alexander Schreiner

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1 paper

Recent·Most cited

Segmenting nuclei in brightfield images with neural networks

Dmytro Fishman, Sten‐Oliver Salumaa, Daniel Majoral, Samantha E. Peel, Jan Wildenhain, Alexander Schreiner, Kaupo Palo, Leopold Parts

This paper demonstrates accurate nucleus segmentation from brightfield images using deep learning, showing that three CNN architectures can achieve this with U-Net performing best.

bioRxiv · Sep 10, 2019 · PreprintBioinformatics