We then used the prediction of epidermal growth factor receptor (EGFR) status in lung cancer as an example, because lung cancer diagnosis and treatment are important topics of research, since various tumor characteristics have diagnostic and prognostic factors. This evidence concerns the gene EGFR and lung carcinoma.