As mentioned in the previous sections, the features that are derived from different abnormal tissue types of the segmented tumor region significantly contribute to the survival prediction performance (the abnormal tissue segmentation dice performance of SP1 and SP2 are illustrated in Table 1). This evidence concerns the gene SP2 and neoplasm.