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The ROC curves comparison of the five models with the three groups in external validation cohort. blue line = XGBoost model, organ line = random forest classifier model, green line = multilayer perceptron classifier model, red line = logistic regression model, purple line = support vector classifier model; A: 7-day group, B: 14-day group, C: 28-day group
