Fig. 2
From: Early prediction of hemodynamic interventions in the intensive care unit using machine learning
Illustrative patient case showing individual features (top) the hemodynamic interventions administered for this patient, the HSI model predictions with confidence intervals (middle), and univariate risk scores contributed by select features from the HSI model (bottom). There is an emergent hemodynamic situation within the first day of ICU admission leading to a blood transfusion along with fluid and dopamine administration. HSI acts as an early indicator by responding to a sudden decrease in blood pressure and initiation of invasive mechanical ventilation