Author

C. Peres Fernandes

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Paleontology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

A. Camargo Moreira· 1 shared A. von Wangenheim· 1 shared G. Fauth· 1 shared G. Krahl· 1 shared L. E. Ramos de Carvalho· 1 shared S. Baecker Fauth· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperPaleontology

A. Camargo Moreira

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1 paper

Recent·Most cited

Automated Microfossil Identification and Segmentation Using a Deep Learning Approach

L. E. Ramos de Carvalho, G. Fauth, S. Baecker Fauth, G. Krahl, A. Camargo Moreira, C. Peres Fernandes, A. von Wangenheim

This paper develops a deep learning method for automated microfossil identification and segmentation, achieving 98% Intersection Over Union accuracy and introduces a publicly available annotated dataset.

bioRxiv · Jun 6, 2019Paleontology