Figure 4. ROC curves for four predictive models of AVM outcomes after radiosurgery at all assessed follow-up time points on the testing set.

There is a noticeable decay in accuracy for all models at longer follow-up time points. The LR predictor consistently delivers more accurate predictions of individual “favorable” outcomes than existing systems.