ERBB2 and breast carcinoma: From the above discussion, most existing studies have been conducted dealing with predicting different subtypes from histopathological images, defining binary expression labels, generating images, etc. However, unfortunately, there has not been any proper research on HER2 breast carcinoma from H&E images dealing with four-class multi-stage classification problems on the BCI dataset.