To our best knowledge, regarding aspects on predicting breast cancer subtypes based on conventional US feature models, only the study by Zhang et al. [2] was found to have 87.9% accuracy in predicting the HER2+ subtypes using an ensemble decision method based on clinical and US features. This evidence concerns the gene ERBB2 and breast cancer.