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AUC-ROC curve of the XGBoost model for classifying tube feeding and risk of respiratory complications. AUC-ROC curves show that multimodal models that combine phonation and clinical data demonstrate high levels of AUC in classifying (a) risk of tube feeding and (b) respiratory complications. AUC area under curve, ROC receiver operating characteristic.
