Open AccessDeep Learning-Based Prediction of Future Extrahepatic Metastasis and Macrovascular Invasion in Hepatocellular Carcinoma
Author(s) -
Sirui Fu,
Meiqing Pan,
Jie Zhang,
Hui Zhang,
Zhenchao Tang,
Yong Li,
Wei Mu,
Jianwen Huang,
Di Dong,
Chongyang Duan,
Chongyang Duan,
Shuo Wang,
Xudong Chen,
Xiaofeng He,
JunMin Yan,
Ligong Lu,
Jie Tian
Publication year - 2021
Publication title -
journal of hepatocellular carcinoma
Language(s) - English
Resource type - Journals
ISSN - 2253-5969
DOI - 10.2147/jhc.s319639
Subject(s) - nomogram , hepatocellular carcinoma , medicine , stage (stratigraphy) , metastasis , oncology , liver cancer , gastroenterology , area under the curve , framingham risk score , cancer , disease , radiology , biology , paleontology
For timely treatment of extrahepatic metastasis and macrovascular invasion (aggressive progressive disease [PD]) in hepatocellular carcinoma, models aimed at stratifying the risks of subsequent aggressive PD should be constructed.