Consecutive combination of neural networks enables automated PD-L1 scoring of all three PD-L1 scores based on WSIs of PD-L1 IHC in HNSCC cases and hematoxylin-based detection of HNSCC tumor tissue not yet described in literature. The gene discussed is CD274; the disease is neoplasm.