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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Veröffentlicht in:NPJ Precis Oncol
Hauptverfasser: Chen, Mingyu, Zhang, Bin, Topatana, Win, Cao, Jiasheng, Zhu, Hepan, Juengpanich, Sarun, Mao, Qijiang, Yu, Hong, Cai, Xiujun
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2020
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Article
Online Zugang: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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