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

摘要：

　　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.

关键词： Bayes Theorem Carcinoma,Non-Small-Cell Lung Prognosis

作者: Yin Bincan Xin Shichao Zhao Yuhong

作者单位: Department of Medical Informatics,China Medical University,Shenyang,Liaoning,China

会议类型: 国际会议

会议名称: 第十六届世界医药健康信息学大会((MEDINFO2017)、第二届世界医药健康信息学华语论坛(WCHIS 2017)、第15届全国医药信息学大会(CMIA 2017)

会议地点: 苏州

会议语种:英文

页码: 1291-1291

在线出版日期: 2017-08-21（万方平台首次上网日期，不代表论文的发表时间）