In conclusion, the nomogram developed by integrating radiomics features and clinico-radiologic factors can predict RP-ILD in patients with anti-MDA5 + DM-ILD and is an independent predictor of mortality. This evidence concerns the gene IFIH1 and dermatomyositis.