Image-based consensus molecular subtype (imCMS) classification of colorectal cancer using deep learning.
Korsuk SirinukunwattanaEnric DomingoSusan D RichmanKeara L RedmondAndrew BlakeClare VerrillSimon J LeedhamAikaterini ChatzipliClaire HardyCelina M WhalleyChieh-Hsi WuAndrew D BeggsUltan McDermottPhilip David DunneAngela MeadeSteven M WalkerGraeme I MurrayLeslie SamuelMatthew SeymourIan P M TomlinsonPhil QuirkeTimothy S MaughanJens RittscherViktor Hendrik Koelzernull nullPublished in: Gut (2020)
This study shows that a prediction of RNA expression classifiers can be made from H&E images, opening the door to simple, cheap and reliable biological stratification within routine workflows.