3.1 Feature extraction and selection
We extracted 254 radiomic features from each ROI in CT images and collected 11 clinicopathological parameters for analysis. Table 1 shows the differences in 11 clinicopathological parameters between two groups of patients stratified by four clinical endpoints. The selected radiomic features and/or clinicopathological parameters in each model for four clinical endpoints are in Supplementary Table S1.