Fig. 3: Feature importance. | Nature Communications

Fig. 3: Feature importance.

From: Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling

Fig. 3

A Development cohort. B External cohort. C Prospective cohort. The top 15 features for primary outcome prediction. Features are ordered according to the highest average of integrated gradient attributions across the increased acuity outcomes: unstable, stable-unstable, mechanical ventilation (MV), vasopressors (VP), continuous renal replacement therapy (CRRT), and deceased. Source data are provided as a Source Data file.

Back to article page