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Ministry of Health and Welfare Unveils FHIR Conversion Tool: Achieving 91.3% International Coding Accuracy

資安新聞-【iThome新聞】衛福部揭FHIR一條龍工具進展,主打2大功能、準確率破91%

January 16, 2026Ministry of Health and Welfare

Summary

The Ministry of Health and Welfare (MOHW) announced the latest progress on its FHIR conversion tool. This tool is designed to clean up electronic medical records and map their content to international standard codes. Verification using multiple centers achieved an overall recommendation accuracy of 91.3%.

Details

The MOHW revealed the progress of its 'FHIR One-Stop Conversion Tool' as part of its next-generation digital healthcare platform plan. The tool features two core capabilities: first, refining medical records to clarify their content; and second, mapping that content to international standard codes. After validation using three medical centers and over 12,000 patient records, the overall coding recommendation accuracy reached 91.3%. Moving forward, the team plans to introduce an AI Agent (AI Agent) to further automate the error feedback and correction process. This development is expected to significantly contribute to the standardization and efficient utilization of digital medical data in Taiwan.

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it.nycu.edu.tw

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