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

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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 developme... ...