3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical
Transformer for Medical Image Segmentation

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3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation

29 September 2022

Yuankai Huo

Bennett A. Landman

ArXiv (abs)PDF HTML Github (268★)

Papers citing "3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation"

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Title
UniSeg: A Prompt-driven Universal Segmentation Model as well as A Strong Representation Learner Yiwen Ye Yutong Xie Jianpeng Zhang Ziyang Chen Yong-quan Xia SSL 105 43 0 07 Apr 2023
Whole-body PET image denoising for reduced acquisition time I. Kruzhilov Stepan Kudin Luka Vetoshkin Elena Sokolova V. Kokh MedIm 68 2 0 28 Mar 2023
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Yi Lin Xiao Fang Dong Zhang Kwang-Ting Cheng Hao Chen MedIm 234 4 0 23 Mar 2023
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image Segmentation Zhaohu Xing Lei Zhu Lequan Yu Zhiheng Xing Liang Wan 73 9 0 18 Mar 2023
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image Segmentation Saikat Roy Gregor Koehler Constantin Ulrich Michael Baumgartner Jens Petersen Hyunjin Park Paul F. Jaeger Klaus Maier-Hein ViT MedIm 101 159 0 17 Mar 2023
Scaling Up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation Ho Hin Lee Quan Liu Shunxing Bao Qi Yang Xin Yu L. Cai Thomas Z. Li Yuankai Huo X. Koutsoukos Bennett A. Landman 62 14 0 10 Mar 2023
Towards Simultaneous Segmentation of Liver Tumors and Intrahepatic Vessels via Cross-attention Mechanism Haopeng Kuang Dingkang Yang Shunli Wang Xiaoying Wang Lihua Zhang MedIm 58 12 0 20 Feb 2023
Accelerating Large Kernel Convolutions with Nested Winograd Transformation.pdf Jingbo Jiang Xizi Chen Chi-Ying Tsui 45 4 0 26 Feb 2021