Table 2 HSI model performance (all features operating mode)
From: Early prediction of hemodynamic interventions in the intensive care unit using machine learning
Outcome | AUC | Sp (BE) | PPV (BE) | Se (Sp = 90%) | PPV (Sp = 90%) | Se (Sp = 95%) | PPV (Sp = 95%) |
|---|---|---|---|---|---|---|---|
Pressors, fluids, PRBC | 0.82 | 0.92 | 0.52 | 0.55 | 0.49 | 0.43 | 0.6 |
Pressors (11%) | 0.88 | 0.95 | 0.55 | 0.68 | 0.44 | 0.55 | 0.56 |