Genotype-driven identification of a molecular network predictive of advanced coronary calcium in Cli...
Genotype-driven identification of a molecular network predictive of advanced coronary calcium in ClinSeq® and Framingham Heart Study cohorts
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Publisher
England: BioMed Central Ltd
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Language
English
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England: BioMed Central Ltd
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One goal of personalized medicine is leveraging the emerging tools of data science to guide medical decision-making. Achieving this using disparate data sources is most daunting for polygenic traits. To this end, we employed random forests (RFs) and neural networks (NNs) for predictive modeling of coronary artery calcium (CAC), which is an intermed...
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Full title
Genotype-driven identification of a molecular network predictive of advanced coronary calcium in ClinSeq® and Framingham Heart Study cohorts
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TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5659034
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5659034
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ISSN
1752-0509
E-ISSN
1752-0509
DOI
10.1186/s12918-017-0474-5
