A Machine Learning-Based Model to Predict Survival After Transarterial Chemoembolization for BCLC Stage B Hepatocellular Carcinoma

A Machine Learning-Based Model to Predict Survival After Transarterial Chemoembolization for BCLC Stage B Hepatocellular Carcinoma

ObjectiveWe sought to develop and validate a novel prognostic model for predicting survival of patients with Barcelona Clinic Liver Cancer Stages (BCLC) stage B hepatocellular carcinoma (HCC) using a machine learning approach based on random survival forests (RSF).MethodsWe retrospectively analyzed...

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Bibliographic Details
Main Authors: Huapeng Lin, Lingfeng Zeng, Jing Yang, Wei Hu, Ying Zhu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Oncology
Subjects:
hepatocellular carcinoma
BCLC Stage B
machine learning
random survival forest
prognosis
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.608260/full

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