Development of Asian Non-Small Cell Lung Cancer Survival Prediction Model Using an Innovative Method of Bayesian Network.

Journal: Studies in health technology and informatics
Published Date:

Abstract

We constructed a novel prognostic model using an innovative method of Bayesian Network (BN) to predict Non-Small Cell Lung Cancer survival status within 5 years after operation in the Asian population. The proposed BN model could present the relationship between prognostic factors and showed the highest performance among other machine learning (ML) algorithms.

Authors

  • Bincan Yin
    Department of Medical Informatics, China Medical University, Shenyang, Liaoning, China.
  • Shichao Xin
    Department of Medical Informatics, China Medical University, Shenyang, Liaoning, China.
  • Yuhong Zhao
    Department of Medical Informatics, China Medical University, Shenyang, Liaoning, China.