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TransBTS: Multimodal Brain Tumor Segmentation Using Transformer

7 March 2021

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Papers citing "TransBTS: Multimodal Brain Tumor Segmentation Using Transformer"

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Title
Attentive Symmetric Autoencoder for Brain MRI Segmentation Junjia Huang Haofeng Li Guanbin Li Xiang Wan MedIm 91 20 0 19 Sep 2022
Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation Himashi Peiris Munawar Hayat Zhaolin Chen Gary Egan Mehrtash Harandi MedIm 85 7 0 16 Sep 2022
Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising Se-In Jang T. Pan Ye Li P. Heidari Junyu Chen Quanzheng Li Kuang Gong ViT MedIm 114 39 0 07 Sep 2022
NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation Zhaohu Xing Lequan Yu Liang Wan Tong Han Lei Zhu ViT MedIm 123 85 0 31 Aug 2022
EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation Shiqiang Ma Xia Li Jijun Tang Fei Guo 87 4 0 19 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 180 72 0 13 Aug 2022
Deep is a Luxury We Don't Have Ahmed Taha Yen Nhi Truong Vu Brent Mombourquette Thomas P. Matthews Jason Su Sadanand Singh ViT MedIm 102 2 0 11 Aug 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao Fahad Shahbaz Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming-Hsuan Yang ViT MedIm 149 37 0 08 Aug 2022
Multimodal Brain Disease Classification with Functional Interaction Learning from Single fMRI Volume Weiming Dai Zi-Ke Zhang L. Tian Shengyuan Yu Shuhui Wang Zhao Dong Hairong Zheng MedIm 131 2 0 05 Aug 2022
A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation Liqun Huang Long Chen Bai-wen Zhang S. Chai MedIm ViT 93 32 0 28 Jul 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers Dwarikanath Mahapatra SupR ViT MedIm 96 5 0 24 Jul 2022
High-Resolution Swin Transformer for Automatic Medical Image Segmentation Chen Wei Shenghan Ren Kaitai Guo Haihong Hu Jimin Liang ViT OOD MedIm 82 50 0 23 Jul 2022
Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction Hu Wang Jianpeng Zhang Yuanhong Chen Congbo Ma Jodie Avery Louise Hull G. Carneiro UQCV 115 22 0 22 Jul 2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with Modality-Correlated Cross-Attention for Brain Tumor Segmentation Jianwei Lin Jiatai Lin Chenghao Lu Hao Chen Huan Lin ... Biao Huang C. Liang Guoqiang Han Zaiyi Liu Chu Han MedIm 102 94 0 15 Jul 2022
A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion Xiangxi Meng Yuning Gu Yongsheng Pan Ni-zhuan Wang Peng Xue Mengkang Lu Xuming He Y. Zhan Dinggang Shen DiffM MedIm 122 29 0 07 Jul 2022
The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning Xian Lin Li Yu Kwang-Ting Cheng Zengqiang Yan ViT MedIm 125 41 0 29 Jun 2022
Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency Jie Yang Ruimao Zhang Chao Wang Zhuguo Li Lingyan Zhang 94 12 0 21 Jun 2022
TBraTS: Trusted Brain Tumor Segmentation Ke Zou Xuedong Yuan Xiaojing Shen Meng Wang Huazhu Fu UQCV OOD 116 65 0 19 Jun 2022
Med-DANet: Dynamic Architecture Network for Efficient Medical Volumetric Segmentation Wenxuan Wang Chen Chen Jing Wang Sen Zha Yan Zhang Jiangyun Li MedIm 125 10 0 14 Jun 2022
mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation Yao Zhang Nanjun He Jiawei Yang Yuexiang Li Dong Wei Yawen Huang Yang Zhang Zhiqiang He Yefeng Zheng MedIm 163 166 0 06 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives Jun Li Junyu Chen Yucheng Tang Ce Wang Bennett A. Landman S. K. Zhou ViT OOD MedIm 243 78 0 02 Jun 2022
MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet Nan Wang Shaohui Lin Xiaoxiao Li Ke Li Chunjiang Ge Yue Gao Lizhuang Ma ViT MedIm 147 37 0 02 Jun 2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Tiago Gonçalves Isabel Rio-Torto Luís F. Teixeira J. S. Cardoso OOD MedIm 128 49 0 26 Apr 2022
TranSiam: Fusing Multimodal Visual Features Using Transformer for Medical Image Segmentation Xia Li Shiqiang Ma Jijun Tang Fei Guo ViT MedIm 59 11 0 26 Apr 2022
Continual Hippocampus Segmentation with Transformers Amin Ranem Camila González Anirban Mukhopadhyay MedIm CLL 95 17 0 17 Apr 2022
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume Jianye Pang Cheng Jiang Yihao Chen Jianbo Chang M. Feng Renzhi Wang Jianhua Yao ViT MedIm 79 11 0 14 Apr 2022
UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image Segmentation Ali Hatamizadeh Ziyue Xu Dong Yang Wenqi Li H. Roth Daguang Xu ViT MedIm 106 31 0 01 Apr 2022
Transformers Meet Visual Learning Understanding: A Comprehensive Review Yuting Yang Licheng Jiao Xuantong Liu Fan Liu Shuyuan Yang Zhixi Feng Xu Tang ViT MedIm 162 28 0 24 Mar 2022
UNeXt: MLP-based Rapid Medical Image Segmentation Network Jeya Maria Jose Valanarasu Vishal M. Patel SSeg 132 607 0 09 Mar 2022
PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation Wentao Liu Tong Tian Weijing Xu Huihua Yang Xipeng Pan Songlin Yan Lemeng Wang ViT MedIm 77 57 0 09 Mar 2022
Plug-and-play Shape Refinement Framework for Multi-site and Lifespan Brain Skull Stripping Yunxiang Li Ruilong Dan Shuai Wang Yifan Cao Xiangde Luo ... Gangyong Jia Huiyu Zhou You Zhang Yaqi Wang Liwen Wang 87 3 0 08 Mar 2022
Characterizing Renal Structures with 3D Block Aggregate Transformers Xin Yu Yucheng Tang Yinchi Zhou Riqiang Gao Qi Yang ... Yuankai Huo Zhoubing Xu Thomas A. Lasko R. Abramson Bennett A. Landman MedIm ViT 111 3 0 04 Mar 2022
Semi-supervised Learning using Robust Loss Wenhui Cui H. Akrami Anand A. Joshi Richard M. Leahy OOD 68 4 0 03 Mar 2022
Temporal Context Matters: Enhancing Single Image Prediction with Disease Progression Representations Aishik Konwer Xuan Xu Joseph Bae Chaoyu Chen Prateek Prasanna MedIm 131 19 0 02 Mar 2022
Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation Pooya Ashtari Diana Sima L. De Lathauwer D. Sappey-Marinier F. Maes Sabine Van Huffel ViT MedIm 143 40 0 24 Feb 2022
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang Dinggang Shen ViT MedIm 209 308 0 24 Feb 2022
TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images Jiangyun Li Wenxuan Wang Chen Chen Tianxiang Zhang Sen Zha Jing Wang Hong Yu ViT MedIm 160 27 0 30 Jan 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 226 818 0 24 Jan 2022
Improving Across-Dataset Brain Tissue Segmentation Using Transformer Vishwanatha M. Rao Zihang Wan Soroush Arabshahi David J. Ma Pin-Yu Lee Ye Tian Xuzhe Zhang Andrew F. Laine Jia Guo ViT MedIm 72 15 0 21 Jan 2022
SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation Quan-Dung Pham Hai Nguyen-Truong N. N. Phuong Khoa N. A. Nguyen ViT MedIm 80 22 0 21 Jan 2022
Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are? I. Sobirov Otabek Nazarov Hussain Alasmawi Mohammad Yaqub ViT MedIm 98 12 0 17 Jan 2022
ViTBIS: Vision Transformer for Biomedical Image Segmentation Abhinav Sagar ViT MedIm 117 21 0 15 Jan 2022
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 233 1,351 0 04 Jan 2022
D-Former: A U-shaped Dilated Transformer for 3D Medical Image Segmentation YiXuan Wu Kuan-Yu Liao Jintai Chen Jinhong Wang Benlin Liu Honghao Gao Jian Wu ViT MedIm 130 139 0 03 Jan 2022
A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation Himashi Peiris Munawar Hayat Zhaolin Chen Gary Egan Mehrtash Harandi ViT MedIm 134 145 0 26 Nov 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 377 378 0 19 Nov 2021
Mixed Transformer U-Net For Medical Image Segmentation Hongyi Wang Shiao Xie Lanfen Lin Yutaro Iwamoto X. Han Yenwei Chen Ruofeng Tong ViT MedIm 96 281 0 08 Nov 2021
Combining CNNs With Transformer for Multimodal 3D MRI Brain Tumor Segmentation With Self-Supervised Pretraining Mariia Dobko Danylo-Ivan Kolinko Ostap Viniavskyi Yurii Yelisieiev ViT MedIm 83 10 0 15 Oct 2021
BiTr-Unet: a CNN-Transformer Combined Network for MRI Brain Tumor Segmentation Qiran Jia Hai Shu ViT MedIm 161 77 0 25 Sep 2021
MISSFormer: An Effective Medical Image Segmentation Transformer Xiaohong Huang Zhifang Deng Dandan Li Xueguang Yuan ViT MedIm 241 200 0 15 Sep 2021