(44) used radiomics model based on two-dimensional ultrasound images and combined models based on ultrasound images and clinical information to predict Ki-67 expression in invasive ductal carcinoma of breast cancer, The basic model’s test set AUC was 0.710, while the combined model’s AUC increased to 0.770. This evidence concerns the gene MKI67 and breast carcinoma.