Aim: To assess the diagnostic performance of radiomics related to multi-parametric MRI for the WHO 2016 classification of primary gliomas. Materials and Methods: Thirty-two adults with untreated gliomas were prospectively recruited and underwent multimodal MRI perfusion with pseudo-continuous arterial spin labelling (pCASL), dynamic susceptibility contrast-enhanced (DSC), and