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October 8, 2025

Diagnostic performance of ChatGPT in detecting gastrointestinal tract perforation on chest radiographs: a comparative study

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MTMerve TokoçinOTOnur Tokoçin

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Overview

Comparative analysis reveals ChatGPT's diagnostic accuracy for gastrointestinal tract perforation in chest imaging, indicating potential enhancements over human evaluation.

Key Points

  • ChatGPT demonstrated comparable diagnostic accuracy to human experts in identifying gastrointestinal tract perforation.
  • The study analyzed 504 chest radiographs, with classifications into definite perforation, suspicious cases, and no perforation.
  • Evaluation included assessments from emergency medicine specialists alongside ChatGPT models 3.5 and 4.
  • Results highlight the potential for artificial intelligence to improve diagnostic performance in emergency medicine.

Cite This Study

Tokoçin et al. (2025) studied this question.

synapsesocial.com/papers/68e5c1ba6950a706b22b539bhttps://doi.org/10.64512/jtmi.2025.11
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