BRAF and melanoma: For instance, Meissner and colleagues15 established a radiomics model based on magnetic resonance imaging to predict the BRAF mutation in melanoma brain metastases with an area under the receiver operating characteristic curve (AUC) of 0.92, suggesting the significant association between BRAF mutation and radiomics features.