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Receiver operating characteristic curves for each of the six machine learning methods. ROC-AUC of the six models [(1) artificial neural network, (2) decision tree, (3) logistic regression, (4) random forest, (5) support vector machine, and (6) XGBoost] for predicting patient weaning within 24 h. ROC-AUC: Receiver operating characteristic curve area under the curve.
