In the context of intrahepatic cholangiocarcinoma (ICC), tumour flatness and higher-order radiomic families (variability of size zone volumes and first-order medians) in preoperative MR images could predict CD8+ TILs [58]. This evidence concerns the gene CD8A and intrahepatic cholangiocarcinoma.