Diagnostic accuracy and consistency of ChatGPT-4o in radiology: influence of image, clinical data, and answer options on performance

Although ChatGPT-4o is not yet capable of reliably interpreting radiologic images on its own, it demonstrates strong performance in text-based diagnostic reasoning. Its integration into clinical workflows-particularly for triage, structured decision support, or educational purposes-may augment radiologists' diagnostic capacity and consistency.

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Publication Details

Journal
Diagnostic and Interventional Radiology
Published
2025-09-22
DOI
https://doi.org/10.4274/dir.2025.253460
Citations
3
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
1.96
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article

Diagnostic accuracy and consistency of ChatGPT-4o in radiology: influence of image, clinical data, and answer options on performance

Kadir Atakır, Hakan Önder, Kaan Işın, Abdullah Taş
3 citations
Diagnostic and Interventional Radiology
Artificial Intelligence in Healthcare and Education
1.96
article

Diagnostic accuracy and consistency of ChatGPT-4o in radiology: influence of image, clinical data, and answer options on performance

Kadir Atakır, Hakan Önder, Kaan Işın, Abdullah Taş
article en
3 citations

Abstract

Although ChatGPT-4o is not yet capable of reliably interpreting radiologic images on its own, it demonstrates strong performance in text-based diagnostic reasoning. Its integration into clinical workflows-particularly for triage, structured decision support, or educational purposes-may augment radiologists' diagnostic capacity and consistency.

Diagnostic and Interventional Radiology
Sağlık Bilimleri Üniversitesi (TR), University of Health Sciences Antigua (AG)
Openalex Percentile: Top 11%
Artificial Intelligence in Healthcare and Education
1.96
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