EyeGraph: A Multi-granularity Medical Vision-Language Foundation Model with Knowledge Graph Reasoning for Ophthalmic Interpretation

Zhiyuan Cai, Yiwei Ren, Yixiang Liu, Jialin Li, Yijin Huang, Pujin Cheng, Li Lin, Danli Shi, Mingguang He, Hao Chen, Xiaoying Tang

Open source

DOI
10.1109/tmi.2026.3742614
Published
2026
Container
IEEE Transactions on Medical Imaging
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/tmi.2026.3742614,
  title = {EyeGraph: A Multi-granularity Medical Vision-Language Foundation Model with Knowledge Graph Reasoning for Ophthalmic Interpretation},
  author = {Zhiyuan Cai and Yiwei Ren and Yixiang Liu and Jialin Li and Yijin Huang and Pujin Cheng and Li Lin and Danli Shi and Mingguang He and Hao Chen and Xiaoying Tang},
  year = {2026},
  journal = {IEEE Transactions on Medical Imaging},
  doi = {10.1109/tmi.2026.3742614},
  url = {https://doi.org/10.1109/tmi.2026.3742614}
}

RIS

TY  - JOUR
TI  - EyeGraph: A Multi-granularity Medical Vision-Language Foundation Model with Knowledge Graph Reasoning for Ophthalmic Interpretation
AU  - Zhiyuan Cai
AU  - Yiwei Ren
AU  - Yixiang Liu
AU  - Jialin Li
AU  - Yijin Huang
AU  - Pujin Cheng
AU  - Li Lin
AU  - Danli Shi
AU  - Mingguang He
AU  - Hao Chen
AU  - Xiaoying Tang
PY  - 2026
JO  - IEEE Transactions on Medical Imaging
DO  - 10.1109/tmi.2026.3742614
UR  - https://doi.org/10.1109/tmi.2026.3742614
ER  - 

APA

Cai, Z., Ren, Y., Liu, Y., Li, J., Huang, Y., Cheng, P., Lin, L., Shi, D., He, M., Chen, H., & Tang, X. (2026). EyeGraph: A Multi-granularity Medical Vision-Language Foundation Model with Knowledge Graph Reasoning for Ophthalmic Interpretation. IEEE Transactions on Medical Imaging. https://doi.org/10.1109/tmi.2026.3742614

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