A machine learning-based survival prediction model of high grade glioma by integration of clinical and dose-volume histogram parameters.

Haiyan ChenChao LiLin ZhengWei LuYanlin LiQichun Wei

Published in: Cancer medicine (2021)

The machine learning-based RSF model integrating both clinical and DVH variables is an improved and useful tool for predicting the survival of HGG patients.

Keyphrases

machine learning
high grade
end stage renal disease
ejection fraction
newly diagnosed
artificial intelligence
big data
prognostic factors
peritoneal dialysis
low grade
patient reported outcomes
magnetic resonance