A highly accurate performance of the AI-assisted DL diagnostic models was shown in lung adenocarcinoma and lung squamous cell carcinoma of both sampling methods, especially for PD-L1 expression at 1% cutoff. This evidence concerns the gene CD274 and squamous cell lung carcinoma.