Fig. 7: Comparison across different survival models.

a–c Time-dependent AUC scores of iCOVID, Cox’s proportional hazard (CPH) model, and random survival forest (RSF) model. The curves demonstrate that the proposed iCOVID model can achieve superior performance over both the CPH and RSF models regardless of whether treatment or image are considered.