ERBB2 and breast cancer: While ultrasound (US) radiomics has shown potential in inferring molecular states of BC, including using the traditional binary classification and new three-level classification of HER2 status [19], [20], [21], its diagnostic performance has been hampered by intrinsic limitations, such as the lack of functional information and overlapping morphological features of breast masses [22], [23].