Using AI LLMs For Extracting Eye Exam Findings from EHR Notes

With the current AI boom, physicians are looking for ways to use this new technology in their practices. Dr. Edmund Tsui interviews Dr. Sophia Y. Wang on her Ophthalmology Science article, "Leveraging Large Language Models with Sequential Prompting to Extract Eye Examination Findings from Free-Text Ophthalmology Notes," which showed that LLMs are capable of efficient, automated, and accurate extraction of relevant information from ophthalmology free-text progress notes. Leveraging Large Language Models with Sequential Prompting to Extract Eye Examination Findings from Free-Text Ophthalmology Notes. Ruan, Franklin Y. et al. Ophthalmology Science, Volume 6, Issue 1. If you're working on research right now, consider sharing your latest research at AAO 2026. Abstract submissions for papers, posters, and videos are open now, through April 14. It's a great opportunity to present your work — and connect with colleagues from around the world. Start your submission today at aao.org/pod26.