Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head Convolutional Neural Networks

Jasper Linmans, Jeroen van der Laak, Geert Litjens 0001. Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head Convolutional Neural Networks. In Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne, Maxime Descoteaux, Hervé Lombaert, Christopher Pal, editors, International Conference on Medical Imaging with Deep Learning, MIDL 2020, 6-8 July 2020, Montréal, QC, Canada. Volume 121 of Proceedings of Machine Learning Research, pages 465-478, PMLR, 2020. [doi]

@inproceedings{LinmansL020,
  title = {Efficient Out-of-Distribution Detection in Digital Pathology Using Multi-Head Convolutional Neural Networks},
  author = {Jasper Linmans and Jeroen van der Laak and Geert Litjens 0001},
  year = {2020},
  url = {http://proceedings.mlr.press/v121/linmans20a.html},
  researchr = {https://researchr.org/publication/LinmansL020},
  cites = {0},
  citedby = {0},
  pages = {465-478},
  booktitle = {International Conference on Medical Imaging with Deep Learning, MIDL 2020, 6-8 July 2020, Montréal, QC, Canada},
  editor = {Tal Arbel and Ismail Ben Ayed and Marleen de Bruijne and Maxime Descoteaux and Hervé Lombaert and Christopher Pal},
  volume = {121},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}