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

V. Nath, D. Yang, A. Hatamizadeh, A. Abidin, A. Myronenko, H. Roth, and D. Xu. MICCAI (3), volume 12903 of Lecture Notes in Computer Science, page 456-465. Springer, (2021)

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Martina Nath

Richa Nath

Jens Näth

Miriam Nath

Karl Nath

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Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples.J. Sun, Z. Xu, D. Yang, V. Nath, W. Li, C. Zhao, D. Xu, Y. Chen, and H. Roth. ICCV, page 5180-5189. IEEE, (2023)HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet.C. Peng, A. Myronenko, A. Hatamizadeh, V. Nath, M. Siddiquee, Y. He, D. Xu, R. Chellappa, and D. Yang. CVPR, page 20709-20719. IEEE, (2022)Semi-supervised Machine Learning with MixMatch and Equivalence Classes.C. Hansen, V. Nath, R. Gao, C. Bermudez, Y. Huo, K. Sandler, P. Massion, J. Blume, T. Lasko, and B. Landman. iMIMIC/MIL3ID/LABELS@MICCAI, volume 12446 of Lecture Notes in Computer Science, page 112-121. Springer, (2020)Learning 3D White Matter Microstructure from 2D Histology.V. Nath, K. Schilling, S. Remedios, R. Bayrak, Y. Gao, J. Blaber, Y. Huo, B. Landman, and A. Anderson. ISBI, page 186-190. IEEE, (2019)Warm Start Active Learning with Proxy Labels and Selection via Semi-supervised Fine-Tuning.V. Nath, D. Yang, H. Roth, and D. Xu. MICCAI (8), volume 13438 of Lecture Notes in Computer Science, page 297-308. Springer, (2022)Enabling Multi-shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE.V. Nath, I. Lyu, K. Schilling, P. Parvathaneni, C. Hansen, Y. Huo, V. Janve, Y. Gao, I. Stepniewska, A. Anderson and 1 other author(s). MICCAI (3), volume 11766 of Lecture Notes in Computer Science, page 573-581. Springer, (2019)The Power of Proxy Data and Proxy Networks for Hyper-parameter Optimization in Medical Image Segmentation.V. Nath, D. Yang, A. Hatamizadeh, A. Abidin, A. Myronenko, H. Roth, and D. Xu. MICCAI (3), volume 12903 of Lecture Notes in Computer Science, page 456-465. Springer, (2021)A Unified Learning Model for Estimating Fiber Orientation Distribution Functions on Heterogeneous Multi-shell Diffusion-Weighted MRI.T. Yao, N. Newlin, P. Kanakaraj, V. Nath, L. Cai, K. Ramadass, K. Schilling, B. Landman, and Y. Huo. CDMRI@MICCAI, volume 14328 of Lecture Notes in Computer Science, page 13-22. Springer, (2023)Comparison of multi-fiber reproducibility of PAS-MRI and Q-ball with empirical multiple b-value HARDI.V. Nath, K. Schilling, J. Blaber, Z. Ding, A. Anderson, and B. Landman. Medical Imaging: Image Processing, volume 10133 of SPIE Proceedings, page 101330L. SPIE, (2017)Harmonizing 1.5T/3T diffusion weighted MRI through development of deep learning stabilized microarchitecture estimators.V. Nath, S. Remedios, P. Parvathaneni, C. Hansen, R. Bayrak, C. Bermudez, J. Blaber, K. Schilling, V. Janve, Y. Gao and 9 other author(s). Medical Imaging: Image Processing, volume 10949 of SPIE Proceedings, page 109490O. SPIE, (2019)

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Disambiguation of "Nath, Vishwesh"

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

Please choose a person to relate this publication to

Martina Nath

Richa Nath

Jens Näth

Miriam Nath

Karl Nath

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Nath, Vishwesh"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML The Power of Proxy Data and Proxy Networks for Hyper-parameter Optimization in Medical Image Segmentation.

Please choose a person to relate this publication to

Martina Nath

Richa Nath

Jens Näth

Miriam Nath

Karl Nath

Other publications of authors with the same name

Disambiguation

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