The Data Mapper Model addresses the translation problem between healthcare data standards. Instead of maintaining hand-built crosswalks between each pair of formats, the model synthesizes mappings across standards, and it does so bi-directionally, so data can move into a target standard and back out without a second, separately maintained pipeline.
This is a technical report on internal research. The model runs in production inside the platform underneath Axiomera and Conduit.
Related published work: A unified mathematical framework for semantic classification in healthcare.