Author

Burcu Kepsutlu

Freie Universität BerlinORCID 0000-0002-4668-6736Unclaimed 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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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Carolin KnappeiD· 1 shared Frank NoéiD· 1 shared Gerd SchneideriD· 1 shared Helge EwersiD· 1 shared James G. McNallyiD· 1 shared Michael C. A. DyhriD· 1 shared Mohsen SadeghiiD· 1 shared Ralitsa MoynovaiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Carolin KnappeORCID

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1 paper

Recent·Most cited

3D-surface reconstruction of cellular cryo-soft X-ray microscopy tomograms using semi-supervised deep learning

Michael C. A. Dyhr, Mohsen Sadeghi, Ralitsa Moynova, Carolin Knappe, Burcu Kepsutlu, Stephan Werner, Gerd Schneider, James G. McNally, Frank Noé, Helge Ewers

This paper develops a semi-supervised deep learning pipeline for automated 3D segmentation of cryo-SXT tomograms, validated on mammalian cell ultrastructure and filopodia morphology.

bioRxiv · May 16, 2022 · PreprintBioinformatics