Hepatic Alveolar Echinococcosis: Predictive Biological Activity Based on Radiomics of MRI

Figure 1

Illustration of the radiomics workflow adopted in this study. Note: SMOTE (synthetic minority oversampling technique); LASSO (least absolute shrinkage and selection operator); LR (logistic regression); MLP (multilayer perceptron); SVM (support vector machine).