Analysis of nasopharyngeal carcinoma risk factors with Bayesian networks

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摘要

ObjectivesWe propose a new graphical framework for extracting the relevant dietary, social and environmental risk factors that are associated with an increased risk of nasopharyngeal carcinoma (NPC) on a case–control epidemiologic study that consists of 1289 subjects and 150 risk factors.

论文关键词：Machine learning,Predictive modeling,Bayesian networks,Feature selection,Epidemiology,Nasopharyngeal carcinoma

论文评审过程：Received 5 March 2009, Revised 1 September 2011, Accepted 4 September 2011, Available online 24 October 2011.

论文官网地址：https://doi.org/10.1016/j.artmed.2011.09.002