EMBR (Extracted Medical Bulk Reduction) is an open-source tool designed to compress highly structured medical data, aiming to reduce token usage, enable larger context windows, and lower costs.
100 Synthetic Data + Notebook Example of Patient Summary https://github.com/XPawnAI/embr-sample-data
On a more technical level, I’ve implemented a deterministic compression of FHIR (Fast Healthcare Interoperability Resources) to address attention overflow. Will be serving up a dash of explainability soon.
Feedback is welcome! james@xpawn.ai The GitHub repo is 100 synthetic patients in EMBR format. More to come.