Z. Xu et al. established a 3-block-DenseNet-based DL model for predicting HER2 expression status in ultrasound images of breast cancer, achieving an accuracy of 85.79% and an AUC of 0.87 in the training set21. This evidence concerns the gene ERBB2 and breast carcinoma.