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.

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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
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article

Comparative Evaluation of Large Language Models in Explaining Radiology Reports: Expert Assessment of Readability, Understandability, and Communication Features

Yeliz Pekçevik, Ahmet Bozer
2 citations
Insights into Imaging
Artificial Intelligence in Healthcare and Education
1.31
article

Comparative Evaluation of Large Language Models in Explaining Radiology Reports: Expert Assessment of Readability, Understandability, and Communication Features

Yeliz Pekçevik, Ahmet Bozer
article en
2 citations

Abstract

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.

Insights into ImagingVol. 16(1)
Izmir University (TR), Sağlık Bilimleri Üniversitesi (TR)
Openalex Percentile: Top 14%
Artificial Intelligence in Healthcare and Education
1.31
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Comparative Evaluation of Large Language Models in Explaining Radiology Reports: Expert Assessment of Readability, Understandability, and Communication Features — Yeliz Pekçevik, Ahmet Bozer · Insights into Imaging (2025) | TGRS Research Map | TGRS