A comparison of batch effect removal methods for enhancement of prediction performance using MAQC-II microarray gene expression data

Batch effects are the systematic non-biological differences between batches (groups) of samples in microarray experiments due to various causes such as differences in sample preparation and hybridization protocols. Previous work focused mainly on the development of methods for effective batch effect...

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Detalhes bibliográficos
Main Authors: Luo, J, Schumacher, M, Scherer, A, Sanoudou, D, Megherbi, D, Davison, T, Shi, T, Tong, W, Shi, L, Hong, H, Zhao, C, Elloumi, F, Shi, W, Thomas, R, Lin, S, Tillinghast, G, Liu, G, Zhou, Y, Herman, D, Li, Y, Deng, Y, Fang, H, Bushel, P, Woods, M, Zhang, J
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group 2010
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Original Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2920074/
https://ncbi.nlm.nih.gov/pubmed/20676067
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/tpj.2010.57
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