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UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation


Apr 05, 2022
Ali Hatamizadeh, Ziyue Xu, Dong Yang, Wenqi Li, Holger Roth, Daguang Xu

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* Tech. report, 12 pages, 3 figures 

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GradViT: Gradient Inversion of Vision Transformers


Mar 28, 2022
Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov

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* CVPR'22 Accepted Paper 

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Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation


Mar 18, 2022
An Xu, Wenqi Li, Pengfei Guo, Dong Yang, Holger Roth, Ali Hatamizadeh, Can Zhao, Daguang Xu, Heng Huang, Ziyue Xu

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Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images


Jan 04, 2022
Ali Hatamizadeh, Vishwesh Nath, Yucheng Tang, Dong Yang, Holger Roth, Daguang Xu

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* 13 pages, 3 figures 

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Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis


Nov 29, 2021
Yucheng Tang, Dong Yang, Wenqi Li, Holger Roth, Bennett Landman, Daguang Xu, Vishwesh Nath, Ali Hatamizadeh

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* 16 pages, 9 figures 

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Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging


Nov 01, 2021
Andriy Myronenko, Ziyue Xu, Dong Yang, Holger Roth, Daguang Xu

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* MICCAI 2021 

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


Jul 12, 2021
Vishwesh Nath, Dong Yang, Ali Hatamizadeh, Anas A. Abidin, Andriy Myronenko, Holger Roth, Daguang Xu

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Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation


Apr 20, 2021
Yingda Xia, Dong Yang, Wenqi Li, Andriy Myronenko, Daguang Xu, Hirofumi Obinata, Hitoshi Mori, Peng An, Stephanie Harmon, Evrim Turkbey, Baris Turkbey, Bradford Wood, Francesca Patella, Elvira Stellato, Gianpaolo Carrafiello, Anna Ierardi, Alan Yuille, Holger Roth

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DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation


Mar 29, 2021
Yufan He, Dong Yang, Holger Roth, Can Zhao, Daguang Xu

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* CVPR2021 oral 

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UNETR: Transformers for 3D Medical Image Segmentation


Mar 18, 2021
Ali Hatamizadeh, Dong Yang, Holger Roth, Daguang Xu

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* 11 pages, 2 figures 

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