This paper is in the following e-collection/theme issue:

Reviews in Medical Informatics (117) Generative Language Models Including ChatGPT (760) Ontologies, Classifications, and Coding (338) AI Language Models in Health Care (224) Data Science (374) Knowledge Translation and Implementation Science (548) Natural Language Processing (937)

Published on in Vol 12 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/62924, first published .
Use of SNOMED CT in Large Language Models: Scoping Review

Use of SNOMED CT in Large Language Models: Scoping Review

Use of SNOMED CT in Large Language Models: Scoping Review

Authors of this article:

Eunsuk Chang1 Author Orcid Image ;   Sumi Sung2 Author Orcid Image
Article Authors Cited by (9) Tweetations Metrics

Journals

  1. Sen C, DeMazumder D. Getting Started on Artificial Intelligence in Health Care and Clinical Research: Includes Rigor Checklist for Authors and Reviewers. Advances in Wound Care 2025 View
  2. Benson R, Kenny C, Ashraf Ganjouei A, Zhao M, Darawsheh R, Qian A, Hong J. Large Language Models in Population Oncology: A Contemporary Review on the Use of Large Language Models to Support Data Collection, Aggregation, and Analysis in Cancer Care and Research. JCO Clinical Cancer Informatics 2025;(9) View
  3. Kovalev R, Gribova V, Okun D. A Hybrid Approach to Developing Clinical Decision Support Systems for Treatment Planning and Monitoring. Systems 2025;13(10):920 View
  4. Laukvik L, Brandal A, Fossum M. Strukturerte og standardiserte data gir bedre sykepleiedokumentasjon. Sykepleien 2025;(101775):e View
  5. Sarvari P, Al-fagih Z, Abou-Chedid A, Jewell P, Taylor R, Imtiaz A. Challenges and Solutions in Applying Large Language Models to Guideline-Based Management Planning and Automated Medical Coding in Health Care: Algorithm Development and Validation. JMIR Biomedical Engineering 2025;10:e66691 View
  6. Karampinis E, Zoumpourli C, Kontogianni C, Arkoumanis T, Koumaki D, Mantzaris D, Filippakis K, Papadopoulou M, Theofili M, Enechukwu N, Ouédraogo N, Katoulis A, Zafiriou E, Sgouros D. Dermatology “AI Babylon”: Cross-Language Evaluation of AI-Crafted Dermatology Descriptions. Medicina 2026;62(1):227 View
  7. Park Y, Kang H, Kim J, Shin S, Cho D, Rhee S, Park H, Lee K, Bae S. Development and Evaluation of SNOMED CT Automated Mapping Tool: Advancing Terminology Standardization and Semantic Interoperability (Preprint). JMIR Medical Informatics 2025 View
  8. López-Úbeda P, Martín-Noguerol T, Luna A. Integrating semantic retrieval and chain-of-thought reasoning in small language models for SNOMED CT normalization. International Journal of Medical Informatics 2026;211:106340 View

Books/Policy Documents

  1. Sayyahi A, Alavi S, Jaderyan M. AI Model Design and Data Management for Disease Prediction. View