Author

E. Kirbizakis

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Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:C. elegans· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

A. C. Costa· 1 shared C. Law· 1 shared M. T. Hallett· 1 shared M. Whiteway· 1 shared R. P. Omran· 1 shared S. Massahi· 1 shared S. Simpson· 1 shared V. Bettauer· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperMicrobiology

A. C. Costa

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1 paper

Recent·Most cited

A deep learning approach to capture the essence of Candida albicans morphologies

V. Bettauer, A. C. Costa, R. P. Omran, S. Massahi, E. Kirbizakis, S. Simpson, V. Dumeaux, C. Law, M. Whiteway, M. T. Hallett

This paper develops a deep learning system called Candescence to detect and classify C. albicans morphologies from microscopy images using a curriculum-based learning strategy and GANs.

bioRxiv · Jun 10, 2021Microbiology