Survival Prediction in Gallbladder Cancer Using CT Based Machine Learning

Survival Prediction in Gallbladder Cancer Using CT Based Machine Learning

ObjectiveTo establish a classifier for accurately predicting the overall survival of gallbladder cancer (GBC) patients by analyzing pre-treatment CT images using machine learning technology.MethodsThis retrospective study included 141 patients with pathologically confirmed GBC. After obtaining the p...

Full description

Bibliographic Details
Main Authors: Zefan Liu, Guannan Zhu, Xian Jiang, Yunuo Zhao, Hao Zeng, Jing Jing, Xuelei Ma
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Oncology
Subjects:
radiomics
machine learning
gallbladder cancer
prognosis
random forest
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2020.604288/full

Similar Items

Similar Items