Automated Detection and Classification of Desmoplastic Reaction at the Colorectal Tumour Front Using Deep Learning

Automated Detection and Classification of Desmoplastic Reaction at the Colorectal Tumour Front Using Deep Learning

The categorisation of desmoplastic reaction (DR) present at the colorectal cancer (CRC) invasive front into mature, intermediate or immature type has been previously shown to have high prognostic significance. However, the lack of an objective and reproducible assessment methodology for the assessme...

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Bibliographic Details
Main Authors: Ines P. Nearchou, Hideki Ueno, Yoshiki Kajiwara, Kate Lillard, Satsuki Mochizuki, Kengo Takeuchi, David J. Harrison, Peter D. Caie
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Cancers
Subjects:
deep learning
image analysis
desmoplastic reaction
colorectal cancer
digital pathology
Online Access:https://www.mdpi.com/2072-6694/13/7/1615

Internet

https://www.mdpi.com/2072-6694/13/7/1615

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