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Integrating tumor size, cML models, and DL model to predict initial treatment response. Predictive performances of the ensemble model, including tumor size and the cML and DL models, are shown as ROC curves for the training (A) and validation (B) cohorts. cML, conventional machine learning; DL, deep learning; ROC, receiver operating characteristic.
