TY  - JOUR
AU  - Schubert, Marc Cicero
AU  - Soyka, Stella
AU  - Wick, Wolfgang
AU  - Venkataramani, Varun
PY  - 2025
DA  - 2025/4/24
TI  - Guideline-Incorporated Large Language Model-Driven Evaluation of Medical Records Using MedCheckLLM
JO  - JMIR Form Res
SP  - e53335
VL  - 9
KW  - large language models
KW  - AI
KW  - electron medical records
KW  - checklists
KW  - LLM
KW  - language model
KW  - NLP
KW  - natural language processing
KW  - records
KW  - documentation
KW  - documents
KW  - framework
KW  - conceptual
KW  - machine learning
KW  - artificial intelligence
KW  - evidence
KW  - evaluate
KW  - evaluation
KW  - guideline
KW  - health care
AB  - 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. 
SN  - 2561-326X
UR  - https://formative.jmir.org/2025/1/e53335
UR  - https://doi.org/10.2196/53335
DO  - 10.2196/53335
ID  - info:doi/10.2196/53335
ER  -