While SKIE automates the current clinical practice of grading a tissue based on the Ki-67 index estimated from a hot-spot; deep-SKIE, in contrast, generates a holistic view of the tumor via a Ki-67 index-based heatmap. The gene discussed is MKI67; the disease is neoplasm.