Pathology-Aware Prototype Evolution via LLM-Driven Semantic Disambiguation for Multicenter Diabetic Retinopathy Diagnosis

Chunzheng Zhu, Yangfang Lin, Jialin Shao, Jianxin Lin, Yijun Wang. Pathology-Aware Prototype Evolution via LLM-Driven Semantic Disambiguation for Multicenter Diabetic Retinopathy Diagnosis. In Cathal Gurrin, Klaus Schoeffmann, Min Zhang, Luca Rossetto, Stevan Rudinac, Duc-Tien Dang-Nguyen, Wen-Huang Cheng, Phoebe Chen, Jenny Benois-Pineau, editors, Proceedings of the 33rd ACM International Conference on Multimedia, MM 2025, Dublin, Ireland, October 27-31, 2025. pages 9196-9205, ACM, 2025. [doi]

Authors

Chunzheng Zhu

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Yangfang Lin

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Jialin Shao

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Jianxin Lin

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Yijun Wang

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