Author

R. Mantey

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Pathology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

C. Sperling· 1 shared D. E. Aust· 1 shared F. Zakrzewski· 1 shared G. Baretton· 1 shared I. Roeder· 1 shared K. Friedrich· 1 shared M. Weigert· 1 shared P. Hoenscheid· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperPathology

C. Sperling

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1 paper

Recent·Most cited

Automated detection of the HER2 gene amplification status in Fluorescence in situ hybridization images for the diagnostics of cancer tissues

F. Zakrzewski, W. de Back, M. Weigert, T. Wenke, S. Zeugner, R. Mantey, C. Sperling, K. Friedrich, I. Roeder, D. E. Aust, G. Baretton, P. Hoenscheid

This paper develops a deep learning pipeline to automate HER2 gene amplification detection in FISH images, achieving accuracy comparable to pathologists.

bioRxiv · May 23, 2019Pathology