CARE: Multimodal Alignment Learning for Ophthalmic Imaging via Joint Optimal-Transport Soft Matching and Graph Neural ODE Refinement

Lei Sun, Qinghua Peng, Xiaoxia Xiao, Jun Liu, Dan Shu, Jinrou Xue, Yang Li, Yue Su

Open source

DOI
10.1007/s10278-026-02184-8
Published
2026-08-31
Container
Journal of Imaging Informatics in Medicine
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1007/s10278-026-02184-8,
  title = {CARE: Multimodal Alignment Learning for Ophthalmic Imaging via Joint Optimal-Transport Soft Matching and Graph Neural ODE Refinement},
  author = {Lei Sun and Qinghua Peng and Xiaoxia Xiao and Jun Liu and Dan Shu and Jinrou Xue and Yang Li and Yue Su},
  year = {2026},
  journal = {Journal of Imaging Informatics in Medicine},
  doi = {10.1007/s10278-026-02184-8},
  url = {https://doi.org/10.1007/s10278-026-02184-8}
}

RIS

TY  - JOUR
TI  - CARE: Multimodal Alignment Learning for Ophthalmic Imaging via Joint Optimal-Transport Soft Matching and Graph Neural ODE Refinement
AU  - Lei Sun
AU  - Qinghua Peng
AU  - Xiaoxia Xiao
AU  - Jun Liu
AU  - Dan Shu
AU  - Jinrou Xue
AU  - Yang Li
AU  - Yue Su
PY  - 2026
JO  - Journal of Imaging Informatics in Medicine
DO  - 10.1007/s10278-026-02184-8
UR  - https://doi.org/10.1007/s10278-026-02184-8
ER  - 

APA

Sun, L., Peng, Q., Xiao, X., Liu, J., Shu, D., Xue, J., Li, Y., & Su, Y. (2026). CARE: Multimodal Alignment Learning for Ophthalmic Imaging via Joint Optimal-Transport Soft Matching and Graph Neural ODE Refinement. Journal of Imaging Informatics in Medicine. https://doi.org/10.1007/s10278-026-02184-8

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