Comparative Evaluation of Large Language Models in Explaining Radiology Reports: Expert Assessment of Readability, Understandability, and Communication Features
This study compared how freely available AI chatbots respond to patient queries about radiology reports. Significant differences were found in understandability, readability, patient guidance, and use of uncertainty or clinical suggestions. Findings support context-specific use of AI tools to improve radiology communication and patient understanding.
Authors
- Yeliz Pekçevik (ORCID: https://orcid.org/0000-0003-1421-3376)
- Ahmet Bozer (ORCID: https://orcid.org/0000-0002-0467-741X)
Institutions
- Izmir University (TR)
- Sağlık Bilimleri Üniversitesi (TR)
Publication Details
- Journal
- Insights into Imaging
- Published
- 2025-10-29
- DOI
- https://doi.org/10.1186/s13244-025-02121-3
- Citations
- 2
- Primary Topic
- Artificial Intelligence in Healthcare and Education
- Type
- article
- Field-Weighted Citation Impact
- 1.31