ERBB2 and breast carcinoma: Shamai [22] raised a deep CNN model based on residual networks (ResNet) [23], aiming to predict the expression of molecular organisms in breast cancer by the analysis of digitized H&E stained tissues, where the AUC for HER2 status classification was 0.74.