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  • Considering only those genes common to all platforms is an unnecessary limiting constraint, as increasing the number of data sets and the heterogeneity of the collection leads to a successively smaller intersection of genes.Before any further usage of the data, we reduce the variability across platforms by scaling with a factor given by a first order LOESS fit of the data.
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