EGFR and non-small cell lung carcinoma: Similarly, Park et al. [39] used ML to extract features from MR (in particular diffusion tensor maps and enhanced T1 images) to identify the epidermal growth factor receptor (EGFR) mutation status of BM from non-small cell lung cancer, with an AUC of 73%.