The Power of Proxy Data and Proxy Networks for Hyper-parameter Optimization in Medical Image Segmentation

Vishwesh Nath, Dong Yang 0005, Ali Hatamizadeh, Anas A. Abidin, Andriy Myronenko, Holger R. Roth, Daguang Xu. The Power of Proxy Data and Proxy Networks for Hyper-parameter Optimization in Medical Image Segmentation. In Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part III. Volume 12903 of Lecture Notes in Computer Science, pages 456-465, Springer, 2021. [doi]

@inproceedings{NathYHAMRX21,
  title = {The Power of Proxy Data and Proxy Networks for Hyper-parameter Optimization in Medical Image Segmentation},
  author = {Vishwesh Nath and Dong Yang 0005 and Ali Hatamizadeh and Anas A. Abidin and Andriy Myronenko and Holger R. Roth and Daguang Xu},
  year = {2021},
  doi = {10.1007/978-3-030-87199-4_43},
  url = {https://doi.org/10.1007/978-3-030-87199-4_43},
  researchr = {https://researchr.org/publication/NathYHAMRX21},
  cites = {0},
  citedby = {0},
  pages = {456-465},
  booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part III},
  editor = {Marleen de Bruijne and Philippe C. Cattin and Stéphane Cotin and Nicolas Padoy and Stefanie Speidel and Yefeng Zheng and Caroline Essert},
  volume = {12903},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-87199-4},
}