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Reconstructing kinase network topologies from phosphoproteomics data reveals cancer-associated rewiring

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  1. Article

    Open Access

    Characterization of four subtypes in morphologically normal tissue excised proximal and distal to breast cancer

    Widespread mammographic screening programs and improved self-monitoring allow for breast cancer to be detected earlier than ever before. Breast-conserving surgery is a successful treatment for select women. Ho...

    Emanuela Gadaleta, Pauline Fourgoux, Stefano Pirró, Graeme J. Thorn… in npj Breast Cancer (2020)

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  2. Article

    Open Access

    Novel application of heuristic optimisation enables the creation and thorough evaluation of robust support vector machine ensembles for machine learning applications

    Today’s researchers have access to an unprecedented range of powerful machine learning tools with which to build models for classifying samples according to their metabolomic profile (e.g. separating diseased ...

    Eleni Anthippi Chatzimichali, Conrad Bessant in Metabolomics (2015)

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  3. Article

    Proposed minimum reporting standards for data analysis in metabolomics

    The goal of this group is to define the reporting requirements associated with the statistical analysis (including univariate, multivariate, informatics, machine learning etc.) of metabolite data with respect ...

    Royston Goodacre, David Broadhurst, Age K. Smilde, Bruce S. Kristal… in Metabolomics (2007)

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