metadata

license: mit
library_name: pytorch
tags:
  - Medical Vision Language Pre-Training
  - Foundation Model

UrFound Checkpoint Model Card

UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling

Model Details

Paper: https://arxiv.org/abs/2408.05618
Framework: https://github.com/yukkai/UrFound

Datasets

Pretrain dataset: FLAIR for more details
Finetune dataset: RETFound for more details

Citation

@inproceedings{yu2024urfound,
  title={UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling},
  author={Yu, Kai and Zhou, Yang and Bai, Yang and Soh, Zhi Da and Xu, Xinxing and Goh, Rick Siow Mong and Cheng, Ching-Yu and Liu, Yong},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={753--762},
  year={2024},
  organization={Springer}
}