Evaluation of GPT-4's Chest X-Ray Impression Generation: A Reader Study on Performance and Perception

Sebastian Ziegelmayer, Alexander W. Marka, Nicolas Lenhart,Nadja Nehls,Stefan Reischl,Felix Harder,Andreas Sauter,Marcus Makowski,Markus Graf,Joshua Gawlitza

JOURNAL OF MEDICAL INTERNET RESEARCH（2023）

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摘要

Exploring the generative capabilities of the multimodal GPT-4, our study uncovered significant differences between radiological assessments and automatic evaluation metrics for chest x-ray impression generation and revealed radiological bias.

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关键词

generative model,GPT,medical imaging,artificial intelligence,imaging,radiology,radiological,radiography,diagnostic,chest,x-ray,x-rays,generative,multimodal,impression,impressions,image,images,AI

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