SmartEHR Coder: LLM-based Automatic EHR Clinical Coding Support System
Technology Introduction:
We present SmartEHR Coder, a clinical coding support system powered by large language models (LLMs), developed to transform unstructured clinical notes into standardized, computable data. Designed to address the fragmentation of Taiwan’s healthcare IT environment, the system maps electronic health records (EHRs) into international coding standards—LOINC, SNOMED CT, and RxNorm—while supporting ethical, human-in-the-loop workflows.
Industry Applicability:
This technology extracts semantic data from medical records and converts it into standardized codes, solving cross-hospital integration challenges and improving EMR structuring. Applicable across all healthcare levels, it supports clinical use, AI, and research. Deployable via cloud, on-premises, or within HIS, it offers scalability and value—forming a foundation for smart healthcare in Taiwan with global potential.
We present SmartEHR Coder, a clinical coding support system powered by large language models (LLMs), developed to transform unstructured clinical notes into standardized, computable data. Designed to address the fragmentation of Taiwan’s healthcare IT environment, the system maps electronic health records (EHRs) into international coding standards—LOINC, SNOMED CT, and RxNorm—while supporting ethical, human-in-the-loop workflows.
Industry Applicability:
This technology extracts semantic data from medical records and converts it into standardized codes, solving cross-hospital integration challenges and improving EMR structuring. Applicable across all healthcare levels, it supports clinical use, AI, and research. Deployable via cloud, on-premises, or within HIS, it offers scalability and value—forming a foundation for smart healthcare in Taiwan with global potential.
Industrial Applications:
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Industrial Technology Research Institute
ITRI is a world-leading applied technology research institute with more than 6,500 outstanding employees. Its mission is to drive industrial development, create economic value, and enhance social well-being through technology R&D. Founded in 1973, it pioneered in IC development and started to nurture new tech ventures and deliver its R&D results to industries. ITRI has set up and incubated companies such as TSMC, UMC, Taiwan Mask Corp., Epistar Corp., Mirle Automation Corp., and Taiwan Biomaterial Co.
Contact Information
Name：-
Tel：03-591-2183
Address：195, Sec. 4, Chung Hsing Rd., Chutung, Hsinchu, Taiwan 31040, R.O.C.
Additional Information
Pavilion：Future Tech Artificial Intelligence FD10
Exhibiting Entity：Ministry of Health and Welfare
Application Category：Information and Communications
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Pavilion：Future Tech Artificial Intelligence FD10
Exhibiting Entity：Ministry of Health and Welfare
Application Category：Information and Communications
