Justin Guinney

Discipline
Biological Sciences

  • 12 Followers

Publications

  • Evidence for type II cells as cells of origin of K-Ras – induced distal lung adenocarcinoma

    Xu X, Rock J, Lu Y, Futtner C, Schwab B, Guinney J et al.

    PNAS (2012)

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  • Learning Gradients : Predictive Models that Infer Geometry and Statistical Dependence

    Wu Q, Guinney J, Maggioni M, Mukherjee S

    Journal of Machine Learning Research (2010)

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  • A 10-gene progenitor cell signature predicts poor prognosis in lung adenocarcinoma.

    Onaitis M, D'Amico T, Clark C, Guinney J, Harpole D, Rawlins E

    The Annals of Thoracic Surgery (2011)

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  • Predictive Genes in Adjacent Normal Tissue Are Preferentially Altered by sCNV during Tumorigenesis in Liver Cancer and May Rate Limiting

    Lamb J, Zhang C, Xie T, Wang K, Zhang B, Hao K et al.

    PLoS ONE (2011)

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  • Genomic strategy for targeting therapy in castration-resistant prostate cancer.

    Mendiratta P, Mostaghel E, Guinney J, Tewari A, Porrello A, Barry W et al.

    Journal of Clinical Oncology (2009)

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  • F-Seq: a feature density estimator for high-throughput sequence tags.

    Boyle A, Guinney J, Crawford G, Furey T

    Bioinformatics (2008)

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  • Estimating variable structure and dependence in multitask learning via gradients

    Guinney J, Wu Q, Mukherjee S

    Machine Learning (2010)

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  • Modeling cancer progression via pathway dependencies.

    Edelman E, Guinney J, Chi J, Febbo P, Mukherjee S

    PLoS computational biology (2008)

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  • Analysis of sample set enrichment scores: assaying the enrichment of sets of genes for individual samples in genome-wide expression profiles

    Edelman E, Porrello A, Guinney J, Balakumaran B, Bild A, Febbo P et al.

    Bioinformatics (2006)

    • -- Readers Readers not available. This publication is not currently accessible in the Mendeley catalog.