Our collaboration with Duke University’s medical school supplied us with rich—but messy—volumes of CT and MRI scans. The goal: segment complex organs and vasculature in full 3D so surgeons and researchers can study change over time, not just slice by slice. What we built Why it was hard Three-dimensional data is huge. Memory pressure forced us to invent chunked training…