To complete this system, our work can be divided into five subtasks: (1) segment tumor area from whole slide images (WSIs); (2) train a CNN for molecular subtype recognition; (3) train a CNN for PD-L1 status recognition; (4) train a CNN for p53 status recognition; and (5) evaluate the computer-aided diagnosis system. This evidence concerns the gene TP53 and neoplasm.