On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task

6 July 2017

Wenqi Li

Guotai Wang

Lucas Fidon

Sebastien Ourselin

M. Jorge Cardoso

Tom Kamiel Magda Vercauteren

3DV

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Papers citing "On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task"

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Generalized Wasserstein Dice Loss, Test-time Augmentation, and Transformers for the BraTS 2021 challenge Lucas Fidon Suprosanna Shit Ivan Ezhov Johannes C. Paetzold Sébastien Ourselin Tom Kamiel Magda Vercauteren ViT MedIm 38 8 0 24 Dec 2021
Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration Wenhao Li Qisen Xu Chuyun Shen Bin Hu Fengping Zhu Yuxin Li Bo Jin Xiangfeng Wang 30 5 0 15 Nov 2021
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Whole Brain Segmentation with Full Volume Neural Network Yeshu Li Jianwei Cui Yilun Sheng Xiao Liang Jingdong Wang E. Chang Yan Xu 32 11 0 29 Oct 2021
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention Guotai Wang Shuwei Zhai G. Lasio Baoshe Zhang B. Yi Shifeng Chen T. MacVittie Dimitris N. Metaxas Jinghao Zhou Shaoting Zhang MedIm 50 66 0 29 Sep 2021
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Wei Dai B. Woo Siyu Liu Matthew Marques Craig B. Engstrom P. Greer Stuart Crozier Jason Dowling Shekhar S. Chandra 18 14 0 12 Sep 2021
Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey S. Niyas S. Pawan Anand Kumar Jeny Rajan MedIm 41 83 0 19 Aug 2021
Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks Juan Miguel Valverde Artem Shatillo Riccardo De Feo Jussi Tohka MedIm 27 7 0 04 Aug 2021
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Frequency-Supervised MR-to-CT Image Synthesis Zenglin Shi Pascal Mettes Guoyan Zheng Cees G. M. Snoek OOD MedIm 13 9 0 19 Jul 2021
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DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI Jian-Wei Zhang Wei Chen K. I. Ly Xubin Zhang Fan Yan J. Jordan G. Harris S. Plotkin Pengyi Hao W. Cai 9 6 0 07 Jun 2021
UNETR: Transformers for 3D Medical Image Segmentation Ali Hatamizadeh Yucheng Tang Vishwesh Nath Dong Yang Andriy Myronenko Bennett Landman H. Roth Daguang Xu ViT MedIm 95 1,535 0 18 Mar 2021
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Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT Images Kaushik Dutta SSeg 17 12 0 01 Feb 2021
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Learning joint segmentation of tissues and brain lesions from task-specific hetero-modal domain-shifted datasets R. Dorent Thomas C Booth Wenqi Li Carole H. Sudre S. Kafiabadi M. Jorge Cardoso Sebastien Ourselin Tom Kamiel Magda Vercauteren 18 24 0 08 Sep 2020
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MRI Super-Resolution with GAN and 3D Multi-Level DenseNet: Smaller, Faster, and Better Yuhua Chen A. Christodoulou Zhengwei Zhou Feng Shi Yibin Xie Debiao Li MedIm SupR 12 44 0 02 Mar 2020
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