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]

Authors

Vishwesh Nath

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Dong Yang 0005

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Ali Hatamizadeh

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Anas A. Abidin

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Andriy Myronenko

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Holger R. Roth

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Daguang Xu

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