Survival Prediction Model for Patients with Hepatocellular Carcinoma and Extrahepatic Metastasis Based on XGBoost Algorithm.

Jihye LimHyeon-Gi JeonYeonjoo SeoMoonjin KimJa Un MoonSe Hyun Cho

Published in: Journal of hepatocellular carcinoma (2023)

We developed a model to predict the survival of patients with HCC and extrahepatic metastasis, which demonstrated good discriminative ability. Our model would be helpful for personalized treatment and for improving the prognosis.

Keyphrases

machine learning
free survival
deep learning
combination therapy
neural network