Diagnostic accuracy of the ML models in predicting AKI to AKD transition among subjects experiencing AKI during the first day of hospitalization calculated on the external validation set. AKI: acute Kidney Injury, ROC: Receiving Operator Curve, PRC: Precision-Recall Curve, AUC: Area Under the Curve, PPV: Positive Predictive Value, NPV: Negative Predictive Value.

مواد مشابهة

• Diagnostic accuracy calculated on the external validation set of the ML model predicting the risk of developing an AKI during the hospitalization based on data available before and at hospital admission (model: AKI_HOSP_T0). AKI: acute Kidney Injury, ROC: Receiving Operator Curve, PRC: Precision-Recall Curve, AUC: Area Under the Curve, PPV: Positive Predictive Value, NPV: Negative Predictive Value.
  حسب: Lorenzo Ruinelli (13014138)
  منشور في: (2025)
• Receiving Operator Curve (ROC) of the ML model predicting an AKI during the entire hospitalization (AKI_HOSP_T0).
  حسب: Lorenzo Ruinelli (13014138)
  منشور في: (2025)
• SHAP analyses of the ML model running at admission and predicting an AKI during the entire hospitalization (AKI_HOSP_T0).
  حسب: Lorenzo Ruinelli (13014138)
  منشور في: (2025)
• represents the patient-level SHAP analyses of the ML model running at admission and predicting AKI during the hospitalization
  حسب: Lorenzo Ruinelli (13014138)
  منشور في: (2025)
• Receiving Operator Curve (ROC) of the ML models to predict the risk of AKD transition at day 1, 2, 3, and 4 (AKD_T1 through T4).
  حسب: Lorenzo Ruinelli (13014138)
  منشور في: (2025)