In the prognostic stratification analysis, this study further demonstrated that the combined model incorporating 3.0T HR-MRI parameters, ultrasound imaging features, and GATA3 protein expression exhibited superior accuracy in predicting the prognosis of breast cancer patients. Here, GATA3 is linked to breast cancer.