• PACS Forum

  Using AI to classify different procedure descriptions

  Posted by anibal-consultant on December 26, 2023 at 9:00 am

  Hi all,

  I am a seasoned developer in Health Informatics but I’ve never used any LLM libraries before.

  Currently, I’m using my own algorithms to classify the different procedure descriptions that I get via HL7 from different sites. I have code that receives ORMs from different sites/EMRs and I need to basically classify and unify the different procedure codes and descriptions into a well known list.

  Many vendors have a table approach to this problem, where they do regex and lookup tables to try to standardize the different codes/descriptions. I was thinking if there was an LLM model that can be used (that’s already trained) to deal with this.

  What I’d love to see is something where I would feed it the procedure description: “CT TEMPORAL BONES / IAC W/C” and it would spit out some other “standard” description. And then, if I feed it something like “CT TEMPORAL BONES / IAC WITH CONTRAST” it would spit out the same “standard” description.

  Anybody knows if there’s such a thing available or where I could start looking into one?

  Thanks,

  -Anibal

  anibal-consultant replied 4 months, 2 weeks ago 1 Member · 0 Replies
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