Author

Martin Hailstone

University of OxfordORCID 0000-0001-9326-3827Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Organism:Drosophila· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Dominic WaitheiD· 1 shared Elizabeth J. RobertsoniD· 1 shared Ilan DavisiD· 1 shared Ita CostelloiD· 1 shared Lu Yang· 1 shared Richard M. PartoniD· 1 shared Tamsin J. SamuelsiD· 1 shared Yoav AravaiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperDevelopmental Biology

Dominic WaitheORCID

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1 paper

Recent·Most cited

Developmental BiologybioRxivPreprintAug 16, 2019

CytoCensus: mapping cell identity and division in tissues and organs using machine learning

Martin Hailstone, Dominic Waithe, Tamsin J. Samuels…·Ilan Davis

CytoCensus is a machine learning tool for automated cell detection and division quantification in complex 3D tissues, outperforming existing software in accuracy and speed.

4 citations

Drosophilazebrafish

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