Learning from sparsely annotated data for semantic segmentation in histopathology images

John-Melle Bokhorst, Hans Pinckaers, Peter van Zwam, Iris Nagtegaal, Jeroen van der Laak, Francesco Ciompi. Learning from sparsely annotated data for semantic segmentation in histopathology images. In M. Jorge Cardoso, Aasa Feragen, Ben Glocker, Ender Konukoglu, Ipek Oguz, Gozde B. Unal, Tom Vercauteren, editors, International Conference on Medical Imaging with Deep Learning, MIDL 2019, 8-10 July 2019, London, United Kingdom. Volume 102 of Proceedings of Machine Learning Research, pages 84-91, PMLR, 2019. [doi]

@inproceedings{BokhorstPZNLC19,
  title = {Learning from sparsely annotated data for semantic segmentation in histopathology images},
  author = {John-Melle Bokhorst and Hans Pinckaers and Peter van Zwam and Iris Nagtegaal and Jeroen van der Laak and Francesco Ciompi},
  year = {2019},
  url = {http://proceedings.mlr.press/v102/bokhorst19a.html},
  researchr = {https://researchr.org/publication/BokhorstPZNLC19},
  cites = {0},
  citedby = {0},
  pages = {84-91},
  booktitle = {International Conference on Medical Imaging with Deep Learning, MIDL 2019, 8-10 July 2019, London, United Kingdom},
  editor = {M. Jorge Cardoso and Aasa Feragen and Ben Glocker and Ender Konukoglu and Ipek Oguz and Gozde B. Unal and Tom Vercauteren},
  volume = {102},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}