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Siriguleng Wang

Inner Mongolia Normal University

Mongolia

  • Inner Mongolia Normal University

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LKE-MVQA: A Large Language Model Knowledge-Enhanced Method for Medical Visual Question Answering

Number of pages: 46 Posted: 13 May 2026
siyuan tang, Siriguleng Wang, Gang Xiang, Hongda pang, Gu Yu, Jinliang Zhao and yuxin wang
Inner Mongolia Normal University, Inner Mongolia Normal University, affiliation not provided to SSRN, affiliation not provided to SSRN, Inner Mongolia University of Science and Technology, Inner Mongolia University of Science and Technology and Inner Mongolia University of Science and Technology
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Abstract:

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Medical visual question answering, large language models, multimodal feature alignment, dynamic knowledge routing, knowledge-infused dual-attention