The imaging analysis pipeline processes WSIs stained with H&E, as well by immunohistochemistry (IHC) for the expression of Activating Molecule in Beclin-1 Regulated Autophagy 1 (AMBRA1) and Loricrin, key to tumour suppression and epidermal terminal differentiation, respectively14–16. This evidence concerns the gene AMBRA1 and neoplasm.