Classifying brain metastases by their primary site of origin using a radiomics approach based on texture analysis: a feasibility study.

• Texture analysis is a promising source of biomarkers for classifying brain neoplasms. • MRI texture features of brain metastases could help identifying the primary cancer. • Volumetric texture features are more discriminative than traditional 2D texture features.