Experiment with OpenAI for lab mapping to LOINC codes
I did an experiment using Azure OpenAI to map free-text short descriptions of lab tests along with their units (“hemoglobin g/dL”) to industry-standard LOINC codes. I was surprised to see I got a decent result with minimal effort: somewhere in the ballpark of 70% match against known results, with only a few hours playing around with the prompt.