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Improving Large Language Models’ Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation

Improving Large Language Models’ Summarization Accuracy by Adding Highlights to Discharge Notes: Comparative Evaluation

In the study by Ma et al [39], the researchers developed a method called Impression GPT to summarize the “impression” section of radiology reports using Chat GPT. They used a dynamic prompt generation and iterative optimization approach to improve the performance of Chat GPT in this task.

Mahshad Koohi Habibi Dehkordi, Yehoshua Perl, Fadi P Deek, Zhe He, Vipina K Keloth, Hao Liu, Gai Elhanan, Andrew J Einstein

JMIR Med Inform 2025;13:e66476