(4), radiomics features extracted from multi-sequence breast MRI were utilized to predict HER2 expression in invasive ductal carcinoma (IDC), achieving AUC values of 0.777 for classifying HER2-positive from HER2-negative cases. This evidence concerns the gene ERBB2 and invasive ductal breast carcinoma.