Article

Limitations in Chest X‐Ray Interpretation by Vision‐Capable Large Language Models, Gemini 1.0, Gemini 1.5 Pro, GPT‐4 Turbo, and GPT‐4o

2025-12-24

Abstract excerpt

<h4>Background: </h4> /Objectives: Interpretation of chest X-rays (CXRs) requires accurate identification of lesion presence, diagnosis, location, size, and number to be considered complete. However, the effectiveness of large language models with vision capabilities (vLLMs) in performing these tasks remains uncertain. This study aimed to evaluate the image interpretation performance of vLLMs in the absence of cli...

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Literature Corpus work: b498a779-2e44-5169-8ed7-3ab6b36dfa7d
DOI: 10.20944/preprints202512.2191.v1

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