Increasing stability and interpretability of gene expression signatures

Anne-Claire Haury, Laurent Jacob, Jean-Philippe Vert

Motivation : Molecular signatures for diagnosis or prognosis estimated from large-scale gene expression data often lack robustness and stability, rendering their biological interpr…