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RpSalWeaklyDet

Code for paper: "Region Proposals for Saliency Map Refinement for Weakly-supervised Disease Localisation and Classification" [arxiv].

Model architecture

Training

Inference

Inference

Install

pip install git+https://github.com/renato145/RpSalWeaklyDet.git

Trained models

https://drive.google.com/file/d/1KVAZnwnTwiESg7FPmNCwmbpeGgkn9eqG/view?usp=sharing

Citation

Please use the following bibtex entry:

@inproceedings{hermoza2020region,
  title={Region Proposals for Saliency Map Refinement for Weakly-Supervised Disease Localisation and Classification},
  author={Hermoza, Renato and Maicas, Gabriel and Nascimento, Jacinto C and Carneiro, Gustavo},
  booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention},
  pages={539--549},
  year={2020},
  organization={Springer}
}