%0 Journal Article
%@ 2561-326X
%I JMIR Publications
%V 9
%N 
%P e53335
%T Guideline-Incorporated Large Language Model-Driven Evaluation of Medical Records Using MedCheckLLM
%A Schubert,Marc Cicero
%A Soyka,Stella
%A Wick,Wolfgang
%A Venkataramani,Varun
%K large language models
%K AI
%K electron medical records
%K checklists
%K LLM
%K language model
%K NLP
%K natural language processing
%K records
%K documentation
%K documents
%K framework
%K conceptual
%K machine learning
%K artificial intelligence
%K evidence
%K evaluate
%K evaluation
%K guideline
%K health care
%D 2025
%7 24.4.2025
%9 
%J JMIR Form Res
%G English
%X Abstract: The study introduces MedCheckLLM, a large language model–driven framework that enhances medical record evaluation through a guideline-in-the-loop approach by integrating evidence-based guidelines. 
%R 10.2196/53335
%U https://formative.jmir.org/2025/1/e53335
%U https://doi.org/10.2196/53335