Open AccessMachine Learning to Improve Prognosis Prediction of Early Hepatocellular Carcinoma After Surgical Resection
Author(s) -
Guwei Ji,
Yonggang Fan,
Dongwei Sun,
Mingyu Wu,
Ke Wang,
Xiangcheng Li,
Xuehao Wang
Publication year - 2021
Publication title -
journal of hepatocellular carcinoma
Language(s) - English
Resource type - Journals
ISSN - 2253-5969
DOI - 10.2147/jhc.s320172
Subject(s) - medicine , hepatocellular carcinoma , propensity score matching , oncology , liver transplantation , transplantation
Improved prognostic prediction is needed to stratify patients with early hepatocellular carcinoma (EHCC) to refine selection of adjuvant therapy. We aimed to develop a machine learning (ML)-based model to predict survival after liver resection for EHCC based on readily available clinical data.