Lu and his colleagues designed a radiomic-based ML model that exhibited high accuracy in predicting the presence of EGFR T790M mutations using CT images at the time of diagnosis which can aid in targeted treatment planning for NSCLC patients (36). This evidence concerns the gene EGFR and non-small cell lung carcinoma.