Article
Prediction of non-muscle invasive bladder cancer outcomes assessed by innovative multimarker prognostic models.
BMC cancer - 3 Jun 2016
López de Maturana E, Picornell A, Masson-Lecomte A, Kogevinas M, Márquez M, Carrato A, Tardón A, Lloreta J, García-Closas M, Silverman D, Rothman N, Chanock S, Real F X, Goddard M E, Malats N
Abstract excerpt
BACKGROUND: We adapted Bayesian statistical learning strategies to the prognosis field to investigate if genome-wide common SNP improve the prediction ability of clinico-pathological prognosticators and applied it to non-muscle invasive bladder cancer (NMIBC) patients. METHODS: Adapted Bayesian sequential threshold models in combination with LASSO were applied to consider the time-to-event and the censoring...
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