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

Clinical engineering (9) AI Applications in Biomedical Engineering (20) Electronic Health Records (1364) Registered Report (825) Ambient AI Scribes and AI-Driven Documentation Technologies (22)

Published on in Vol 10 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/66691, first published .
Challenges and Solutions in Applying Large Language Models to Guideline-Based Management Planning and Automated Medical Coding in Health Care: Algorithm Development and Validation

Challenges and Solutions in Applying Large Language Models to Guideline-Based Management Planning and Automated Medical Coding in Health Care: Algorithm Development and Validation

Challenges and Solutions in Applying Large Language Models to Guideline-Based Management Planning and Automated Medical Coding in Health Care: Algorithm Development and Validation

Authors of this article:

Peter Sarvari1 Author Orcid Image ;   Zaid Al-fagih1 Author Orcid Image ;   Alexander Abou-Chedid1 Author Orcid Image ;   Paul Jewell2 Author Orcid Image ;   Rosie Taylor2 Author Orcid Image ;   Arouba Imtiaz3 Author Orcid Image
Article Authors Cited by (1) Tweetations (2) Metrics

Journals

  1. Anjos de Almeida V, de Camargo V, Gómez-Bravo R, van Boven K, van der Haring E, Finger M, Fernandez Lopez L. Large language models as medical code selectors: a benchmark using the International Classification of Primary Care. JAMIA Open 2026;9(1) View