FIELD NOTES TOPIC
validation-repair
2 notes, newest first.
Closed-Loop Validation-Repair for Healthcare Interoperability: A Multi-Model Study of Schema Compliance in Clinical LLMs
A study evaluates three large language models (Qwen2.5 7B, Llama 3.1 8B, and Gemma2 9B) on their compliance with healthcare standards such as ICD-10, CPT, and HL7 FHIR in 320 clinical scenarios. The study found that…
Closed-Loop Validation-Repair for Healthcare Interoperability: A Multi-Model Study of Schema Compliance in Clinical LLMs
The study evaluates three large language models (Qwen2.5 7B, Llama 3.1 8B, and Gemma2 9B) in the context of healthcare interoperability. The models were assessed across 320 clinical scenarios for their compliance with…
