Application of Machine Learning Techniques to Predict Bone Metastasis in Patients with Prostate Cancer.

Wen-Cai LiuMing-Xuan LiWen-Xing QianZhi-Wen LuoWei-Jie LiaoZhi-Li LiuJia-Ming Liu

Published in: Cancer management and research (2021)

This study developed a machine learning model and a web predictor for predicting the risk of BM in PCa patients, which may help physicians make personalized clinical decisions and treatment strategy for patients.

Keyphrases

machine learning
prostate cancer
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
prognostic factors
patient reported outcomes
bone mineral density
deep learning
big data
combination therapy
patient reported