Classification of colorectal tissue images from high throughput tissue microarrays by ensemble deep learning methods

Abstract Tissue microarray (TMA) core images are a treasure trove for artificial intelligence applications. However, a common problem of TMAs is multiple sectioning, which can change the content of the intended tissue core and requires re-labelling. Here, we investigate different ensemble methods fo...

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Bibliographic Details
Main Authors: Huu-Giao Nguyen, Annika Blank, Heather E. Dawson, Alessandro Lugli, Inti Zlobec
Format: article
Language:EN
Published: Nature Portfolio 2021
Subjects:
R
Q
Online Access:https://doaj.org/article/b59e9d18919b4f2499e27497bb7e8341
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