Purpose: Developing an MRI-based radiomics model to effectively and accurately predict the predominant histopathologic growth patterns (HGPs) of colorectal liver metastases (CRLMs). Materials and Methods: In this study. 182 resected and histopathological proven CRLMs of chemotherapy-naive patients from two institutions. including 123 replacement CRLMs and 59 desmoplastic CRLMs. https://www.rawafricaonline.com/