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Article

Mining genetic epidemiology data with Bayesian networks I: Bayesian networks and example application (plasma apoE levels).

Bioinformatics (Oxford, England) - 1 Aug 2005

Rodin Andrei S, Boerwinkle Eric

Abstract excerpt

MOTIVATION: The wealth of single nucleotide polymorphism (SNP) data within candidate genes and anticipated across the genome poses enormous analytical problems for studies of genotype-to-phenotype relationships, and modern data mining methods may be particularly well suited to meet the swelling challenges. In this paper, we introduce the method of Belief (Bayesian) networks to the domain of genotype-to-phenotype...

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Identifiers

PMID: 15914545
DOI: 10.1093/bioinformatics/bti505
PMCID: PMC1201438

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-08.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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