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Ranking of risk factors as predictors and clinical and demographic correlates. (a) Predictors (risk factors) for cervical cancer identified using the regularized random forest algorithm and ranked according to the MeanDecreaseGini. (b) Correlations among clinical features and HPV types with the stages of cervical cancer. Similar patterns were observed in the dataset from the Venezuelan cohort (Figure S2).
