Cancer diagnosis can be improved through mapping tissue at the cellular level to identify regions of interest, morphology, cell density, and staining. Perceptus Systems uses biological, visual, and computational techniques to teach machines to map cancerous tissue at scale and with high complexity, enabling earlier and more accurate cancer diagnosis.