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:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-81352-y