Fig. 8: The study’s flowchart.

Step1-Step6 sequentially integrate image pre-processing, tumor segmentation, model development and evaluation for 2D_DL, Radiomics, MultiChannel_2.5D_DL, and stacking model, as well as for prognostic value assessment.