Visualization of the best radiomics model by SHapley Additive exPlanations (SHAP)
In addition to accuracies and AUCs, we visualized the LightGBM model's features using SHAP analysis. The SHAP bar graph was generated by examining the mean absolute SHAP values of 16 ultrasound radiomics features to determine the degree of impact on the final projected probability (Figure 