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Correction of Copy Number Variation Data Using Principal Component Analysis

Copy number variation (CNV) detection using SNP array data is challenging due to the low signal-to-noise ratio. In this study, we propose a principal component analysis (PCA) based correction to eliminate variance in CNV data induced by potential confounding factors. Simulations show a substantial i...

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Bibliografische gegevens
Gepubliceerd in:IEEE Int Conf Bioinform Biomed Workshops
Hoofdauteurs: Chen, Jiayu, Liu, Jingyu, Calhoun, Vince D.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2011
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Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6353609/
https://ncbi.nlm.nih.gov/pubmed/30714045
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/BIBMW.2010.5703928
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