Automatically previews breast core WSIs and recognizes the regions of interest to rapidly present the key diagnostic areas in an interactive and explainable manner. Researchers suggest that HistoMapr-Breast and other explainable AI (xAI) enabled applications can assist pathologists as an interactive computational guide for primary diagnosis.