High-dimensional hepatopath data analysis by machine learning for predicting HBV-related fibrosis

Abstract Chronic HBV infection, the main cause of liver cirrhosis and hepatocellular carcinoma, has become a global health concern. Machine learning algorithms are particularly adept at analyzing medical phenomenon by capturing complex and nonlinear relationships in clinical data. Our study proposed...

Full description

Bibliographic Details
Main Authors: Xiangke Pu, Danni Deng, Chaoyi Chu, Tianle Zhou, Jianhong Liu
Format: Article
Language:English
Published: Nature Publishing Group 2021-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-84556-4