AI RESEARCH
Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes
arXiv CS.AI
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ArXi:2507.12261v2 Announce Type: replace-cross For clinical data integration and healthcare services, the HL7 FHIR standard has established itself as a desirable format for interoperability between complex health data. Previous attempts at automating the translation from free-form clinical notes into structured FHIR resources address narrowly defined tasks and rely on modular approaches or LLMs with instruction tuning and constrained decoding.