Figure 3:

Radiomic features selected in the trained XGBoost models for patch-based analysis. Features are ranked in descending order of gain value. Features selected by both models are connected. GLCM = gray-level co-occurrence matrix, GLDM = gray-level dependence matrix, GLRLM = gray-level run-length matrix, GLSZM = gray-level size-zone matrix, IMC2 = information measure of correlation 2, NGTDM = neighboring gray-tone difference matrix.