Figure 2.

Receiver operating characteristic curves (ROCs) with areas under curves for modified Rankin score at 90 days (mRS-90) prediction after grid-search optimization using baseline clinical features (A), imaging features (B), all features (C), and selected features (D), the orange-dashed line represents random guessing with an area under the receiver operating characteristic curve (AUC) of 0.5. The AUC (E) and confusion matrix (F) of the best performing model following Bayesian hyperparameter tuning using the selected features.