Fig. 3From: Early prediction of hemodynamic interventions in the intensive care unit using machine learningHSI model performance at different operating modes and at different prediction times before hemodynamic interventions. Legends on the receiver-operator curve (ROC) and the precision-recall curve (PRC) report the AUC and AUPRC, respectively. Laboratory measurements gave a significant increase in model performance (10% increase in AUC and 14% increase in AUPRC) compared to using basic vital signs like heart rate, blood pressures, and shock indexBack to article page