To enhance diagnostic performance, a nomogram was developed by combining radiomics features and clinical factors, which included five comprehensive and easily accessible variables: the Rad-score, diabetes mellitus, cryptogenic liver abscess, CRP level, and splenomegaly. This evidence concerns the gene CRP and diabetes mellitus.