Through KM curve analysis, it had been demonstrated that Nomogram, which integrated radiomics, pathomics, and clinical features, not only possessed the capability to predict the EGFR mutation status of NSCLC but also exhibited considerable potential in predicting risk stratification. Here, EGFR is linked to non-small cell lung carcinoma.