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

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 a predic...

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Detalles Bibliográficos
Autores principales: Pu, Xiangke, Deng, Danni, Chu, Chaoyi, Zhou, Tianle, Liu, Jianhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7930086/
https://www.ncbi.nlm.nih.gov/pubmed/33658585
http://dx.doi.org/10.1038/s41598-021-84556-4