To date, most studies using radiomics for the prediction of EGFR mutation status in NSCLC are based on chest CT images (19, 20), whereas few studies about the relationship between PET or PET/CT radiomics features and EGFR mutation status in lung cancer (21–23) are conducted. The gene discussed is EGFR; the disease is lung cancer.