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Receiver-operating characteristic curve for the ten-fold cross-validation of predictive models in the training cohort. (a) Lasso + SVM model, (b) Lasso + NN model. Lasso = least absolute shrinkage and selection operator, SVM = support vector machine, RF = random forest, AUC = area under the receiver operator characteristic curve, and standard deviation (std dev).
