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Receiver Operating Characteristic (ROC) curves of four ML models. Plots A and B show ROCs in 30- and 730-day prediction windows, respectively. Abbreviations: EXGB, Ensemble of eXtreme Gradient Boosting; LASSO, Least Absolute Shrinkage and Selection Operator.
