Potential of multimodal large language models for data mining of medical images and free-text reports

Potential of multimodal large language models for data mining of medical images and free-text reports

Medical images and radiology reports are essential for physicians to diagnose medical conditions. However, the vast diversity and cross-source heterogeneity inherent in these data have posed significant challenges to the generalizability of current data-mining methods for clinical decision-making. R...

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Main Authors: Yutong Zhang, Yi Pan, Tianyang Zhong, Peixin Dong, Kangni Xie, Yuxiao Liu, Hanqi Jiang, Zihao Wu, Zhengliang Liu, Wei Zhao, Wei Zhang, Shijie Zhao, Tuo Zhang, Xi Jiang, Dinggang Shen, Tianming Liu, Xin Zhang
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-12-01
Series:Meta-Radiology
Online Access:http://www.sciencedirect.com/science/article/pii/S2950162824000572
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http://www.sciencedirect.com/science/article/pii/S2950162824000572

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