The model proposed by Cheng et al. showed excellent results as it could differentiate between adamantinomatous and papillary craniopharyngiomas with an AUC of 0.96 and an ability to differentiate BRAF V600E mutation from wild type craniopharyngiomas with an AUC of 0.92 [45]. The gene discussed is BRAF; the disease is craniopharyngioma.