The objective of this study is to investigate the potential of radiomic features derived from multi-parametric MRI scans, which includes both morphological and functional imaging, in predicting the KRAS mutation status, tumor staging, and EMVI in patients with colorectal cancer. Here, KRAS is linked to neoplasm.