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一个语言引导的渐进融合网络,具有语义密度对齐,用于医学视觉问题答案

Shuxian Du1, Shuang Liang1, Yu Gu1

  • 1School of Biomedical Engineering, Capital Medical University, Beijing, China; Laboratory for Clinical Medicine, Capital Medical University, Beijing, China; Beijing Key Laboratory of Fundamicationental Research on Biomechanics in Clinical Application, Capital Medical University, Beijing, China.

Journal of biomedical informatics
|March 20, 2025
PubMed
概括

一个新的语言引导渐进融合网络 (LGPFN) 通过解决数据不一致性和长尾分布来增强医学视觉问题答案 (Med-VQA). 这种人工智能方法可以提高多个数据集的准确性,帮助实现全民健康覆盖.

关键词:
有指导的注意力.语言关闭机制 语言关闭机制医学视觉问题解答 回答问题三重语义特征对齐的三重语义特征对齐

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