# Unstructured text to FHIR using generative AI

**URL:** <https://ehealthforum.nz/t/unstructured-text-to-fhir-using-generative-ai/31559>\
**Category:** Open Forum\
**Tags:** openehr, fhir, llm, ai\
**Created:** [July 9, 2024, 5:22am UTC](https://ehealthforum.nz/t/unstructured-text-to-fhir-using-generative-ai/31559 "2024-07-09T05:22:11Z")\
**Posts on this page:** 1\
**Page:** 1

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**Author:** ![NathanK](https://ehealthforum.nz/user_avatar/ehealthforum.nz/nathank/32/6064_2.png) [@NathanK](https://ehealthforum.nz/u/NathanK)\
**Post date:** [July 9, 2024, 5:22am UTC](https://ehealthforum.nz/t/unstructured-text-to-fhir-using-generative-ai/31559/1 "2024-07-09T05:22:11Z")

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This could be a very helpful approach here in NZ as we look to moving on from our PDf-based clinical document repositories (eventually):

> **[Relationship between FHIR and openEHR](https://discourse.openehr.org/t/relationship-between-fhir-and-openehr/236/31)**
>
> Last year, we worked on a major project where we needed structured data to be extracted in as much detail as possible from unstructured PDFs from hospitals. We had to then translate this data to multiple FHIR profiles - Indian ABDM and US Core...

Here is the video:

[![](https://ehealthforum.nz/uploads/default/original/2X/2/20ef18bed4966bd59cb6d4ff4553c68b038d7114.jpeg "Unstructured Text to FHIR Using Generative AI and openEHR | HL7 FHIR DevDays 2024, Minneapolis") ](https://www.youtube.com/watch?v=66ulpUrYOH8)