A pathologist review identified the model's capability to correctly identify tumor cells with and without expression of PD-L1 in the membrane and that it can differentiate tumor cells expressing PD-L1 from other cellular structures such as the stromal tissue, adipose tissue, or immune cells in the tumor microenvironment (Fig. 3). The gene discussed is CD274; the disease is neoplasm.