Author

G. I. Murray

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Biology Disciplines

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

A. A. Meade· 1 shared A. Blake· 1 shared A. Chatzipli· 1 shared A. D. Beggs· 1 shared C. Hardy· 1 shared C. Verrill· 1 shared C. Whalley· 1 shared C.-H. Wu· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperCancer Biology

A. A. Meade

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1 paper

Recent·Most cited

Cancer BiologyGutPeer-reviewedJul 20, 2020

Image-based consensus molecular subtype classification (imCMS) of colorectal cancer using deep learning

K. Sirinukunwattana, E. Domingo, S. Richman…·V. Koelzer

This paper develops imCMS, a deep learning method to classify colorectal cancer subtypes from histological images, showing improved accuracy over bioinformatic methods.

DOI 10.1136/gutjnl-2019-319866

humanimaging

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