Automated histological classification for digital pathology images of colonoscopy specimen via deep learning

Abstract Colonoscopy is an effective tool to detect colorectal lesions and needs the support of pathological diagnosis. This study aimed to develop and validate deep learning models that automatically classify digital pathology images of colon lesions obtained from colonoscopy-related specimen. Hist...

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Bibliographic Details
Main Authors: Sun-ju Byeon, Jungkap Park, Yoon Ah Cho, Bum-Joo Cho
Format: Article
Language:English
Published: Nature Portfolio 2022-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-16885-x