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Learning biologically-interpretable latent representations for gene expression data: Pathway Activity Score Learning Algorithm

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Molecular gene-expression datasets consist of samples with tens of thousands of measured quantities (i.e., high dimensional data). However, lower-dimensional representations that retain the useful biological information do exist. We present a novel algorithm f... ...