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Receiver operating curves and precision-recall curves for the four models in the test cohorta,b; confusion matrix for neurological outcome prediction in (b) training cohort and (c) test cohort for the best model (xGBoost).
XGB: xGBoost; rf: Random Forest; lr: Logistic Regression; mlp: Multilayer Perceptron. CPC: cerebral performance category.
