A novel approach to NER+L using LLMs inspired by RAG. Easily switch between ICD10, ICD11, SNOMED, or any other ontology.
Great post. I would like to highlight the relevant past challenge on SNOMED-CT linking here: https://www.drivendata.org/competitions/258/competition-snomed-ct/
Entity linking does not equal clinical coding. I've seen far too many LLM hallucinations in this area. Check out my blog post about this very specific topic: https://hadasbitran.substack.com/p/generative-ai-and-clinical-coding?r=kt7g9
Hi - I am convinced this works. When I tried selling this concept internally , I was categorically told this is not at all practical in the economic sense. From a cost per transaction perspective. Whats your take ?
Great post. I would like to highlight the relevant past challenge on SNOMED-CT linking here: https://www.drivendata.org/competitions/258/competition-snomed-ct/
Entity linking does not equal clinical coding. I've seen far too many LLM hallucinations in this area. Check out my blog post about this very specific topic: https://hadasbitran.substack.com/p/generative-ai-and-clinical-coding?r=kt7g9
Hi - I am convinced this works. When I tried selling this concept internally , I was categorically told this is not at all practical in the economic sense. From a cost per transaction perspective. Whats your take ?