By separating how patient data flows through a system from how AI models process it, you can build more maintainable clinical AI that adapts to real hospital environments without rewriting core logic.
This paper presents the Large Cancer Assistant (LCA), a flexible orchestration framework that decouples data handling from AI models in cancer diagnosis systems.