Classification of rheumatoid arthritis status with candidate gene and genome-wide single-nucleotide polymorphisms using random forests

Using the North American Rheumatoid Arthritis Consortium (NARAC) candidate gene and genome-wide single-nucleotide polymorphism (SNP) data sets, we applied regression methods and tree-based random forests to identify genetic associations with rheumatoid arthritis (RA) and to predict RA disease status...

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Bibliografske podrobnosti
Main Authors: Sun, Yan V, Cai, Zhaohui, Desai, Kaushal, Lawrance, Rachael, Leff, Richard, Jawaid, Ansar, Kardia, Sharon LR, Yang, Huiying
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2007
Teme:
Proceedings
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC2367463/
https://ncbi.nlm.nih.gov/pubmed/18466563
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