While DTI provides valuable information on tissue anisotropy and diffusion patterns, the contribution of these features to predicting MGMT methylation may be relatively small compared to structural MRI and DCE parameters, which offer more direct information related to tumor morphology and vascularity. Here, MGMT is linked to neoplasm.