[HTML][HTML] Artificial intelligence-based prediction of molecular and genetic markers for hepatitis C–related hepatocellular carcinoma

C Colak, Z Kucukakcali, S Akbulut - Annals of Medicine and …, 2023 - journals.lww.com
Background: Hepatocellular carcinoma (HCC) is the main cause of mortality from cancer
globally. This paper intends to classify public gene expression data of patients with Hepatitis
C virus-related HCC (HCV+ HCC) and chronic HCV without HCC (HCV alone) through the
XGboost approach and to identify key genes that may be responsible for HCC. Methods: The
current research is a retrospective case–control study. Public data from 17 patients with
HCV+ HCC and 35 patients with HCV-alone samples were used in this study. An XGboost …
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