Such clinical features, along with cholesterol levels and the albumin to globulin ratio, have also been used for the prediction of epidermal growth factor receptor (EGFR) mutation [18,101,103], while age, burr, and pleural effusion were indicative of anaplastic lymphoma kinase (ALK) rearrangement status in another AI-based prediction model [104]. Here, EGFR is linked to Pleural effusion.