Article
Bayesian Network Construction and Genotype-Phenotype Inference Using GWAS Statistics.
IEEE/ACM transactions on computational biology and bioinformatics - 1 Jan 2000
Zhang Lu, Pan Qiuping, Wang Yue, Wu Xintao, Shi Xinghua
Abstract excerpt
Genome-wide association studies (GWASs) have received increasing attention to understand how genetic variation affects different human traits. In this paper, we study whether and to what extent exploiting the GWAS statistics can be used for inferring private information about a human individual. We first provide a method to construct a three-layered Bayesian network explicitly revealing the conditional dependency...
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