Heatmap from Scientific Research

Correlogram (center) among clinical and molecular features significantly associated with PFS shows clusters of highly correlated covariates. Averages of variable importance for increased risk of progression (vertical right) based on 500 random resamples of survival elastic net models (75% training sets) show TP53 status, HRD (S3), and nuclear grade as the most important predictors of progression. In survival elastic net multivariate models, variable importance value is absolute standardized beta estimates

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