/SNEL

Primary LanguagePythonBSD 3-Clause "New" or "Revised" LicenseBSD-3-Clause

This is the official implementation of the paper "Robust Stochastic Neural Ensemble Learning with Noisy Labels for Thoracic Disease Classification".

UniSeg illustration

Citation

If this code is helpful for your study, please cite:

@ARTICLE{10413624,
  author={Wang, Hongyu and He, Jiang and Cui, Hengfei and Yuan, Bo and Xia, Yong},
  journal={IEEE Transactions on Medical Imaging}, 
  title={Robust Stochastic Neural Ensemble Learning with Noisy Labels for Thoracic Disease Classification}, 
  year={2024},
  volume={},
  number={},
  pages={1-1},
  keywords={Noise measurement;Biomedical imaging;Training;X-ray imaging;Optimization;Stochastic processes;Ensemble learning;Thoracic diseases;image classification;deep learning;label noise;chest X-ray},
  doi={10.1109/TMI.2024.3357986}}