Figure Legends:
Figure 1. Study cohort.
Figure 2. Schematic of final ensemble ML model training and internal validation methodology.
Figure 3. Area under receiver-operating-characteristic curve comparison of each model’s prognostic ability.
Figure 4. Decision curve analysis demonstrating improved risk prediction of the full ensemble ML model across the entire spectrum of predicted risk scores.