Extended Data Fig. 9. Receiver operating characteristics for all models using the 10-fold train–test breakdown.
ROC curves showing the results from individual folds as thin colored lines, the averaged and ±1 standard deviation ROC curve calculated from the distribution of the true positive rate in bins of the false positive rate across all folds as a blue curve surrounded by a gray band and the merged AUC as a black curve. For each model and fold result, the subset of N = 247 patients included depending on the available modalities and train–test split is indicated.