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ROC curves with AUC values of each machine learning algorithm for texture analysis and the image-based deep learning algorithm. AUC = area under the ROC curve, DL = image-based deep learning, LR = logistic regression, RF = random forest, ROC = receiver operating characteristic, SVM = support vector machine.
