Author

Sten‐Oliver Salumaa

University of Tartu

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Biology Disciplines

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Bioinformatics· 1

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 Jan WildenhainiD· 1 shared Kaupo PaloiD· 1 shared Leopold PartsiD· 1 shared Samantha E. PeeliD· 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

BioinformaticsbioRxivPreprintSep 10, 2019

Segmenting nuclei in brightfield images with neural networks

Dmytro Fishman, Sten‐Oliver Salumaa, Daniel Majoral…·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.

7 citations

imagingdeep learning

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