Original text by the authors. Images and external links are unavailable on the intranet.
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
[image]
- Finetune dataset: RETFound for more details
[image]
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}
}