EGFR and lung adenocarcinoma: Another approach by Cao et al. (2022) [44] investigated whether habitat-based radiomics was capable of predicting the EGFR mutation status in brain metastases from primary lung adenocarcinoma, with an AUC of 0.9 in the best-performing external validation model.