This study estimated Ki-67 LI in glioma patients based on multi-parameters derived from DSC, DWI, DTI and MR spectroscopy imaging using multivariate regression and demonstrated that combining multiple parameters can precisely predict the Ki-67 LI. Here, MKI67 is linked to glioma.