In this manuscript, our contribution is twofold, (i) development of an efficient deep learning model comprises of decision layer for automated detection of hotspots, and (ii) development of an automatic proliferation rate scoring technique of Ki-67 positively stained BC images. The gene discussed is MKI67; the disease is breast cancer.