UniSAL is a unified semi-supervised active learning framework for efficient labeling.
Training UniSAL with the following command:
python train_unisal.py
If you find our work useful in your research or if you use parts of this code please consider citing our paper.
@article{zhong2025unisal,
title={UniSAL: Unified Semi-supervised Active Learning for histopathological image classification},
author={Zhong, Lanfeng and Qian, Kun and Liao, Xin and Huang, Zongyao and Liu, Yang and Zhang, Shaoting and Wang, Guotai},
journal={Medical Image Analysis},
pages={103542},
year={2025},
publisher={Elsevier}
}