Prediction model 11, composed of 18F-FDG PET–based radiomic features (Geary’s C measure and long-run low gray-level emphasis) and biological tumor markers (HER2 and CD44), was the preferred prediction model as it showed the highest observed level of overall performance and discrimination. Here, CD44 is linked to neoplasm.