Transductive Image Segmentation: Self-training and Effect of Uncertainty Estimation

Konstantinos Kamnitsas, Stefan Winzeck, Evgenios N. Kornaropoulos, Daniel Whitehouse, Cameron Englman, Poe Phyu, Norman Pao, David K. Menon, Daniel Rueckert, Tilak Das, Virginia F. J. Newcombe, Ben Glocker. Transductive Image Segmentation: Self-training and Effect of Uncertainty Estimation. In Shadi Albarqouni, Manuel Jorge Cardoso, Qi Dou, Konstantinos Kamnitsas, Bishesh Khanal, Islem Rekik, Nicola Rieke, Debdoot Sheet, Sotirios A. Tsaftaris, Daguang Xu, Ziyue Xu, editors, Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health - Third MICCAI Workshop, DART 2021, and First MICCAI Workshop, FAIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings. Volume 12968 of Lecture Notes in Computer Science, pages 79-89, Springer, 2021. [doi]

@inproceedings{KamnitsasWKWEPP21,
  title = {Transductive Image Segmentation: Self-training and Effect of Uncertainty Estimation},
  author = {Konstantinos Kamnitsas and Stefan Winzeck and Evgenios N. Kornaropoulos and Daniel Whitehouse and Cameron Englman and Poe Phyu and Norman Pao and David K. Menon and Daniel Rueckert and Tilak Das and Virginia F. J. Newcombe and Ben Glocker},
  year = {2021},
  doi = {10.1007/978-3-030-87722-4_8},
  url = {https://doi.org/10.1007/978-3-030-87722-4_8},
  researchr = {https://researchr.org/publication/KamnitsasWKWEPP21},
  cites = {0},
  citedby = {0},
  pages = {79-89},
  booktitle = {Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health - Third MICCAI Workshop, DART 2021, and First MICCAI Workshop, FAIR 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27 and October 1, 2021, Proceedings},
  editor = {Shadi Albarqouni and Manuel Jorge Cardoso and Qi Dou and Konstantinos Kamnitsas and Bishesh Khanal and Islem Rekik and Nicola Rieke and Debdoot Sheet and Sotirios A. Tsaftaris and Daguang Xu and Ziyue Xu},
  volume = {12968},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-87722-4},
}