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TransUNet: Transformers Make Strong Encoders for Medical Image
  Segmentation

TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation

8 February 2021
Jieneng Chen
Yongyi Lu
Qihang Yu
Xiangde Luo
Ehsan Adeli
Yan Wang
Le Lu
Alan Yuille
Yuyin Zhou
    ViTMedIm
ArXiv (abs)PDFHTMLGithub (2787★)

Papers citing "TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation"

50 / 1,203 papers shown
Reiterative Domain Aware Multi-Target Adaptation
Reiterative Domain Aware Multi-Target AdaptationGerman Conference on Pattern Recognition (DAGM), 2021
Sudipan Saha
Shan Zhao
Nasrullah Sheikh
Xiao Xiang Zhu
169
3
0
26 Aug 2021
Is it Time to Replace CNNs with Transformers for Medical Images?
Is it Time to Replace CNNs with Transformers for Medical Images?
Christos Matsoukas
Johan Fredin Haslum
Magnus P Soderberg
Kevin Smith
ViTOODMedIm
194
188
0
20 Aug 2021
Boosting Salient Object Detection with Transformer-based Asymmetric
  Bilateral U-Net
Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-Net
Yu Qiu
Yun-Hai Liu
Le Zhang
Jing Xu
ViT
271
44
0
17 Aug 2021
CaraNet: Context Axial Reverse Attention Network for Segmentation of
  Small Medical Objects
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects
Ange Lou
Shuyue Guan
Hanseok Ko
Murray H. Loew
381
251
0
16 Aug 2021
TriTransNet: RGB-D Salient Object Detection with a Triplet Transformer
  Embedding Network
TriTransNet: RGB-D Salient Object Detection with a Triplet Transformer Embedding NetworkACM Multimedia (ACM MM), 2021
Zhengyi Liu
Yuan Wang
Zhengzheng Tu
Yun Xiao
Bin Tang
ViT
310
167
0
09 Aug 2021
AI assisted method for efficiently generating breast ultrasound
  screening reports
AI assisted method for efficiently generating breast ultrasound screening reports
Shuang Ge
Qiongyu Ye
Wenquan Xie
Desheng Sun
Huabin Zhang
Xiaobo Zhou
Kehong Yuan
293
9
0
28 Jul 2021
Class-Incremental Domain Adaptation with Smoothing and Calibration for
  Surgical Report Generation
Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report GenerationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Mengya Xu
Mobarakol Islam
C. Lim
Hongliang Ren
MedIm
162
32
0
23 Jul 2021
AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned
  Disentangling Training
AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling Training
Kai Yao
Kaizhu Huang
Jie Sun
Curran Jude
MedIm
240
9
0
23 Jul 2021
LeViT-UNet: Make Faster Encoders with Transformer for Medical Image
  Segmentation
LeViT-UNet: Make Faster Encoders with Transformer for Medical Image SegmentationChinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2021
Guoping Xu
Xingrong Wu
Xuan Zhang
Xinwei He
ViTMedIm
262
270
0
19 Jul 2021
Synthesis in Style: Semantic Segmentation of Historical Documents using
  Synthetic Data
Synthesis in Style: Semantic Segmentation of Historical Documents using Synthetic DataInternational Conference on Pattern Recognition (ICPR), 2021
Christian Bartz
H. Rätz
Joseph Bethge
Christoph Meinel
Haojin Yang
215
7
0
14 Jul 2021
ST-DETR: Spatio-Temporal Object Traces Attention Detection Transformer
ST-DETR: Spatio-Temporal Object Traces Attention Detection Transformer
Eslam Mohamed
Ahmad El-Sallab
ViT
134
1
0
13 Jul 2021
GiT: Graph Interactive Transformer for Vehicle Re-identification
GiT: Graph Interactive Transformer for Vehicle Re-identification
Fei Shen
Yi Xie
Jianqing Zhu
Xiaobin Zhu
Huanqiang Zeng
ViT
349
138
0
12 Jul 2021
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for
  Medical Image Segmentation
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation
Bingzhi Chen
Yishu Liu
Zheng Zhang
Guangming Lu
A. W. Kong
MedImViT
333
345
0
12 Jul 2021
TransClaw U-Net: Claw U-Net with Transformers for Medical Image
  Segmentation
TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation
Yao Chang
Menghan Hu
Zhai Guangtao
Xiao-Ping Zhang
MedImViT
209
120
0
12 Jul 2021
ResViT: Residual vision transformers for multi-modal medical image
  synthesis
ResViT: Residual vision transformers for multi-modal medical image synthesisIEEE Transactions on Medical Imaging (IEEE TMI), 2021
Onat Dalmaz
Mahmut Yurt
Tolga Çukur
ViTMedIm
328
467
0
30 Jun 2021
Looking Outside the Window: Wide-Context Transformer for the Semantic
  Segmentation of High-Resolution Remote Sensing Images
Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing ImagesIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
L. Ding
Dong Lin
Shaofu Lin
Jing Zhang
Xiaojie Cui
Yuebin Wang
Hao Tang
Lorenzo Bruzzone
ViT
547
130
0
29 Jun 2021
Multi-Compound Transformer for Accurate Biomedical Image Segmentation
Multi-Compound Transformer for Accurate Biomedical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Yuanfeng Ji
Ruimao Zhang
Huijie Wang
Zhen Li
Lingyun Wu
Shaoting Zhang
Ping Luo
ViTMedIm
253
167
0
28 Jun 2021
Multi-Modal Transformer for Accelerated MR Imaging
Multi-Modal Transformer for Accelerated MR ImagingIEEE Transactions on Medical Imaging (IEEE TMI), 2021
Chun-Mei Feng
Yu-bao Yan
Geng Chen
Yong Xu
Ling Shao
Huazhu Fu
MedImViT
239
144
0
27 Jun 2021
Spatio-Temporal Multi-Task Learning Transformer for Joint Moving Object
  Detection and Segmentation
Spatio-Temporal Multi-Task Learning Transformer for Joint Moving Object Detection and SegmentationInternational Conference on Intelligent Transportation Systems (ITSC), 2021
Eslam Mohamed
Ahmad El-Sallab
136
15
0
21 Jun 2021
More than Encoder: Introducing Transformer Decoder to Upsample
More than Encoder: Introducing Transformer Decoder to UpsampleIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021
Yijiang Li
Wentian Cai
Ying Gao
Chengming Li
Xiping Hu
ViTMedIm
254
75
0
20 Jun 2021
DS-TransUNet:Dual Swin Transformer U-Net for Medical Image Segmentation
DS-TransUNet:Dual Swin Transformer U-Net for Medical Image SegmentationIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2021
Ai-Jun Lin
Bingzhi Chen
Jiayu Xu
Zheng Zhang
Guangming Lu
ViTMedIm
287
820
0
12 Jun 2021
Person Re-Identification with a Locally Aware Transformer
Person Re-Identification with a Locally Aware Transformer
Charu Sharma
S. R. Kapil
David Chapman
ViT
184
55
0
07 Jun 2021
Glance-and-Gaze Vision Transformer
Glance-and-Gaze Vision TransformerNeural Information Processing Systems (NeurIPS), 2021
Qihang Yu
Yingda Xia
Yutong Bai
Yongyi Lu
Alan Yuille
Wei Shen
ViT
162
83
0
04 Jun 2021
TransMIL: Transformer based Correlated Multiple Instance Learning for
  Whole Slide Image Classification
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image ClassificationNeural Information Processing Systems (NeurIPS), 2021
Zhucheng Shao
Hao Bian
Yang Chen
Yifeng Wang
Jian Zhang
Xiangyang Ji
Yongbing Zhang
ViTMedIm
478
998
0
02 Jun 2021
Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model
Analogous to Evolutionary Algorithm: Designing a Unified Sequence ModelNeural Information Processing Systems (NeurIPS), 2021
Jiangning Zhang
Chao Xu
Jian Li
Wenzhou Chen
Yabiao Wang
Ying Tai
Shuo Chen
Chengjie Wang
Feiyue Huang
Yong Liu
288
25
0
31 May 2021
SDNet: mutil-branch for single image deraining using swin
SDNet: mutil-branch for single image deraining using swin
Fuxiang Tan
Yuting Kong
Yingying Fan
Feng Liu
Daxin Zhou
Hao Zhang
Long Chen
Liang Gao
Yurong Qian
ViT
165
18
0
31 May 2021
Transformer-Based Source-Free Domain Adaptation
Transformer-Based Source-Free Domain Adaptation
Guanglei Yang
Hao Tang
Zhun Zhong
M. Ding
Ling Shao
Andrii Zadaianchuk
Elisa Ricci
ViT
174
50
0
28 May 2021
Recent advances and clinical applications of deep learning in medical
  image analysis
Recent advances and clinical applications of deep learning in medical image analysis
Xuxin Chen
Ximing Wang
Kecheng Zhang
K. Fung
T. Thai
K. Moore
Robert S. Mannel
Hong Liu
B. Zheng
Y. Qiu
OOD
438
809
0
27 May 2021
A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell
  Segmentation
A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Yinglin Zhang
Risa Higashita
Huazhu Fu
Yanwu Xu
Yang Zhang
Haofeng Liu
Jian Zhang
Jiang-Dong Liu
ViTMedIm
151
62
0
21 May 2021
Medical Image Segmentation Using Squeeze-and-Expansion Transformers
Medical Image Segmentation Using Squeeze-and-Expansion TransformersInternational Joint Conference on Artificial Intelligence (IJCAI), 2021
Shaohua Li
Xiuchao Sui
Xiangde Luo
Xinxing Xu
Yong Liu
Rick Siow Mong Goh
ViTMedIm
168
189
0
20 May 2021
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial
  Transformers
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial TransformersIEEE Transactions on Medical Imaging (IEEE TMI), 2021
Yilmaz Korkmaz
S. Dar
Mahmut Yurt
Muzaffer Özbey
Tolga Çukur
ViTMedIm
355
227
0
15 May 2021
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation
Hu Cao
Yueyue Wang
Jieneng Chen
Dongsheng Jiang
Xiaopeng Zhang
Qi Tian
Manning Wang
ViTMedIm
398
4,249
0
12 May 2021
A State-of-the-art Survey of Object Detection Techniques in
  Microorganism Image Analysis: From Classical Methods to Deep Learning
  Approaches
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning ApproachesArtificial Intelligence Review (AIR), 2021
Pingli Ma
Chen Li
M. Rahaman
Yudong Yao
Jiawei Zhang
Shuojia Zou
Xin Zhao
M. Grzegorzek
190
81
0
07 May 2021
Pyramid Medical Transformer for Medical Image Segmentation
Pyramid Medical Transformer for Medical Image Segmentation
Zhuangzhuang Zhang
Weixiong Zhang
ViTMedIm
253
57
0
29 Apr 2021
LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR
  Images
LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-weighted MR ImagesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Yanglan Ou
Ye Yuan
Xiaolei Huang
Kelvin K. Wong
John Volpi
Chao Guo
Stephen T. C. Wong
MedIm
61
11
0
28 Apr 2021
Visformer: The Vision-friendly Transformer
Visformer: The Vision-friendly TransformerIEEE International Conference on Computer Vision (ICCV), 2021
Zhengsu Chen
Lingxi Xie
Jianwei Niu
Xuefeng Liu
Longhui Wei
Qi Tian
ViT
530
275
0
26 Apr 2021
Multiscale Vision Transformers
Multiscale Vision TransformersIEEE International Conference on Computer Vision (ICCV), 2021
Haoqi Fan
Bo Xiong
K. Mangalam
Yanghao Li
Zhicheng Yan
Jitendra Malik
Christoph Feichtenhofer
ViT
482
1,521
0
22 Apr 2021
ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image
  Registration
ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration
Junyu Chen
Yufan He
Eric C. Frey
Ye Li
Yong Du
ViTMedIm
221
238
0
13 Apr 2021
CateNorm: Categorical Normalization for Robust Medical Image
  Segmentation
CateNorm: Categorical Normalization for Robust Medical Image Segmentation
Junfei Xiao
Ziqiang Li
Zongwei Zhou
Yutong Bai
Lei Xing
Alan Yuille
Yuyin Zhou
OODMedIm
155
7
0
29 Mar 2021
Transformer-Based Attention Networks for Continuous Pixel-Wise
  Prediction
Transformer-Based Attention Networks for Continuous Pixel-Wise PredictionIEEE International Conference on Computer Vision (ICCV), 2021
Guanglei Yang
Hao Tang
M. Ding
Andrii Zadaianchuk
Elisa Ricci
ViT
364
229
0
22 Mar 2021
UNETR: Transformers for 3D Medical Image Segmentation
UNETR: Transformers for 3D Medical Image SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Ali Hatamizadeh
Yucheng Tang
Vishwesh Nath
Dong Yang
Andriy Myronenko
Bennett Landman
H. Roth
Daguang Xu
ViTMedIm
588
2,290
0
18 Mar 2021
TransFG: A Transformer Architecture for Fine-grained Recognition
TransFG: A Transformer Architecture for Fine-grained RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2021
Ju He
Jieneng Chen
Shuai Liu
Adam Kortylewski
Cheng Yang
Yutong Bai
Changhu Wang
ViT
478
482
0
14 Mar 2021
TransMed: Transformers Advance Multi-modal Medical Image Classification
TransMed: Transformers Advance Multi-modal Medical Image Classification
Yin Dai
Yifan Gao
ViTMedIm
225
390
0
10 Mar 2021
Sequential Learning on Liver Tumor Boundary Semantics and Prognostic
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Sequential Learning on Liver Tumor Boundary Semantics and Prognostic Biomarker MiningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Jieneng Chen
K. Yan
Yu-Dong Zhang
Youbao Tang
Xun Xu
...
Lingyun Huang
Jing Xiao
Alan Yuille
Ya Zhang
Le Lu
103
2
0
09 Mar 2021
TransBTS: Multimodal Brain Tumor Segmentation Using Transformer
TransBTS: Multimodal Brain Tumor Segmentation Using TransformerInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Wenxuan Wang
Chen Chen
Meng Ding
Jiangyun Li
Hong Yu
Sen Zha
ViTMedIm
297
993
0
07 Mar 2021
SpecTr: Spectral Transformer for Hyperspectral Pathology Image
  Segmentation
SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation
Boxiang Yun
Yan Wang
Jieneng Chen
Huiyu Wang
Wei Shen
Qingli Li
ViTMedIm
197
56
0
05 Mar 2021
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image
  Segmentation
CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Yutong Xie
Jianpeng Zhang
Chunhua Shen
Yong-quan Xia
ViTMedIm
239
637
0
04 Mar 2021
Convolution-Free Medical Image Segmentation using Transformers
Convolution-Free Medical Image Segmentation using TransformersInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Davood Karimi
Serge Vasylechko
Ali Gholipour
ViTMedIm
280
138
0
26 Feb 2021
Medical Transformer: Gated Axial-Attention for Medical Image
  Segmentation
Medical Transformer: Gated Axial-Attention for Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Jeya Maria Jose Valanarasu
Poojan Oza
Ilker Hacihaliloglu
Vishal M. Patel
ViTMedIm
377
1,266
0
21 Feb 2021
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation
TransFuse: Fusing Transformers and CNNs for Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Yundong Zhang
Huiye Liu
Qiang Hu
ViTMedIm
425
1,264
0
16 Feb 2021
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