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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Bibliografiset tiedot
Julkaisussa:NPJ Precis Oncol
Päätekijät: Chen, Mingyu, Zhang, Bin, Topatana, Win, Cao, Jiasheng, Zhu, Hepan, Juengpanich, Sarun, Mao, Qijiang, Yu, Hong, Cai, Xiujun
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Nature Publishing Group UK 2020
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Article
Linkit: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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