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Predictive modelling using pathway scores: Robustness and significance of pathway collections
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Transcriptomic data is often used to build statistical models which are predictive of a given phenotype, such as disease status. Genes work together in pathways and it is widely thought that pathway representations will be more robust to noise in the gene expression levels.
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