The DSC coefficient and IoU of this model for PD-L1 segmentation prediction based on H&E images of lung squamous cell carcinoma were 80 and 72%, respectively, which ensured the integrity of the segmentation target and improved its structural similarity. The gene discussed is CD274; the disease is squamous cell lung carcinoma.