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Classification and mutation prediction based on histopathology H&E images in liver cancer using deep learning

Hepatocellular carcinoma (HCC) is the most common subtype of liver cancer, and assessing its histopathological grade requires visual inspection by an experienced pathologist. In this study, the histopathological H&E images from the Genomic Data Commons Databases were used to train a neural netwo...

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Bibliografiske detaljer
Udgivet i:NPJ Precis Oncol
Main Authors: Chen, Mingyu, Zhang, Bin, Topatana, Win, Cao, Jiasheng, Zhu, Hepan, Juengpanich, Sarun, Mao, Qijiang, Yu, Hong, Cai, Xiujun
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7280520/
https://ncbi.nlm.nih.gov/pubmed/32550270
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41698-020-0120-3
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