Figure 3. Receiver operating characteristic curves (ROC) and area under the receiver operating characteristic curves (AUROC).

Mean ROC and AUROC values for random forest model with 5-fold cross-validation predicting neurologic outcome in (A) early and (B) late EEG using only frontal channels (Fp1, Fp2, Fz).