Incomplete Multimodal Learning for Visual Acuity Prediction after Cataract Surgery Using Masked Self-Attention

Official implementation of paper "Incomplete Multimodal Learning for Visual Acuity Prediction after Cataract Surgery Using Masked Self-Attention" (MICCAI 2023).

If you find the repo helpful, please cite our paper.

@inproceedings{zhou2023incomplete,
  title={Incomplete multimodal learning for visual acuity prediction after cataract surgery using masked self-attention},
  author={Zhou, Qian and Zou, Hua and Jiang, Haifeng and Wang, Yong},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={735--744},
  year={2023},
  organization={Springer}
}

@inproceedings{yang2025uml,
  title={UML: A Unified Multimodal Learning Framework for Cataract Postoperative Visual Acuity Prediction with Uncertain Missing Modalities},
  author={Yang, Tongyu and Zhou, Qian and Zou, Hua and Jiang, Haifeng and Wang, Yong},
  booktitle={ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={1--5},
  year={2025},
  organization={IEEE}
}