Simultaneous liver steatosis, fibrosis and iron deposition quantification with mDixon quant based on radiomics analysis in a rabbit model

•The feasibility of mDixon Quant based on radiomics analysis for simultaneous quantification of liver fibrosis, liver steatosis and abnormal iron deposition was unknown.•To eliminate interference of fat, fibrosis and iron to signal decay can improve the diagnostic performance of radiomics model•Liver fibrosis, liver steatosis and abnormal iron deposition is the key feature of many chronic liver disorder (CLD)