Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting

Nils Gessert, Thilo Sentker, Frederic Madesta, Rüdiger Schmitz, Helge Kniep, Ivo M. Baltruschat, René Werner, Alexander Schlaefer. Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting. IEEE Trans. Biomed. Engineering, 67(2):495-503, 2020. [doi]

@article{GessertSMSKBWS20,
  title = {Skin Lesion Classification Using CNNs With Patch-Based Attention and Diagnosis-Guided Loss Weighting},
  author = {Nils Gessert and Thilo Sentker and Frederic Madesta and Rüdiger Schmitz and Helge Kniep and Ivo M. Baltruschat and René Werner and Alexander Schlaefer},
  year = {2020},
  doi = {10.1109/TBME.2019.2915839},
  url = {https://doi.org/10.1109/TBME.2019.2915839},
  researchr = {https://researchr.org/publication/GessertSMSKBWS20},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Biomed. Engineering},
  volume = {67},
  number = {2},
  pages = {495-503},
}