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

Bincan Yin; Shichao Xin; Yuhong Zhao

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

Stud Health Technol Inform. 2017:245:1291.

Authors

Bincan Yin¹, Shichao Xin¹, Yuhong Zhao¹

Affiliation

¹ Department of Medical Informatics, China Medical University, Shenyang, Liaoning, China.

PMID: 29295376

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.

Keywords: Bayes Theorem; Carcinoma; Non-Small-Cell Lung; Prognosis.

MeSH terms

Algorithms
Asian People
Bayes Theorem*
Carcinoma, Non-Small-Cell Lung / ethnology
Carcinoma, Non-Small-Cell Lung / mortality*
Humans
Lung Neoplasms / ethnology
Lung Neoplasms / mortality*
Prognosis