In the future, it may be possible to diagnose cancer much earlier using improved detection systems. Computing resources are helping researchers explore improved breast tissue mapping, nanopore and lab-on-a-chip biosensors, and cell-entering cancer detectors. Advanced computing is critical for the simulation and materials design aspects of these emerging diagnostic devices.