A systematic evaluation of GPT-4V's multimodal capability for chest X-ray image analysis

A systematic evaluation of GPT-4V's multimodal capability for chest X-ray image analysis

This work evaluates GPT-4V's multimodal capability for medical image analysis, focusing on three representative tasks radiology report generation, medical visual question answering, and medical visual grounding. For the evaluation, a set of prompts is designed for each task to induce the corres...

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Bibliographic Details
Main Authors: Yunyi Liu, Yingshu Li, Zhanyu Wang, Xinyu Liang, Lingqiao Liu, Lei Wang, Leyang Cui, Zhaopeng Tu, Longyue Wang, Luping Zhou
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-12-01
Series:Meta-Radiology
Subjects:
GPT-4V
Medical image
Radiology report generation medical visual question answering medical visual grounding
Large language model evaluation
Online Access:http://www.sciencedirect.com/science/article/pii/S2950162824000535
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http://www.sciencedirect.com/science/article/pii/S2950162824000535

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