Impact of large language model assistance on patients reading clinical notes: a mixed-methods study

N Mannhardt, E Bondi-Kelly, B Lam… - arxiv preprint arxiv …, 2024 - arxiv.org
Large language models (LLMs) have immense potential to make information more
accessible, particularly in medicine, where complex medical jargon can hinder patient …

Collaborative Document Simplification Using Multi-Agent Systems

D Fang, J Qiang, X Ouyang, Y Zhu… - Proceedings of the 31st …, 2025 - aclanthology.org
Research on text simplification has been ongoing for many years. However, the task of
document simplification (DS) remains a significant challenge due to the need to consider …

Enhancing patient Comprehension: An effective sequential prompting approach to simplifying EHRs using LLMs

MKH Dehkordi, S Zhou, Y Perl, FP Deek… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Electronic Health Record (EHR) notes often contain complex medical language, making
them difficult to understand for patients lacking medical background. Simplifying EHR notes …