EGFR and non-small cell lung carcinoma: Here, we present our work on the robust radiogenomics approach based on topologically invariant BNs to the identification of the EGFR mutations among patients with NSCLC in three databases acquired from three different countries using 5 manufacturers’ scanners with a variety of scanning parameters.