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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 / 1,040 papers shown
Title
Attention Augmented ConvNeXt UNet For Rectal Tumour Segmentation
Hongwei Wu
Junlin Wang
Xin Wang
Hui Nan
Yaxin Wang
Haonan Jing
Kaixuan Shi
MedIm
42
0
0
01 Oct 2022
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical
  Transformer for Medical Image Segmentation
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation
Ho Hin Lee
Shunxing Bao
Yuankai Huo
Bennett A. Landman
OODMedIm
159
143
0
29 Sep 2022
UNesT: Local Spatial Representation Learning with Hierarchical
  Transformer for Efficient Medical Segmentation
UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation
Xin Yu
Qi Yang
Yinchi Zhou
L. Cai
Riqiang Gao
...
R. Abramson
Zizhao Zhang
Yuankai Huo
Bennett A. Landman
Yucheng Tang
ViTMedIm
80
0
0
28 Sep 2022
MTU-Net: Multi-level TransUNet for Space-based Infrared Tiny Ship
  Detection
MTU-Net: Multi-level TransUNet for Space-based Infrared Tiny Ship Detection
Tianhao Wu
Boyang Li
Yihang Luo
Yingqian Wang
Chao Xiao
Ting-Yuan Liu
Jungang Yang
Wei An
Yulan Guo
ViT
99
116
0
28 Sep 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with
  Extremely Limited Labels
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels
Chenyu You
Weicheng Dai
Fenglin Liu
Yifei Min
Haoran Su
Xiaoran Zhang
Xiaoxiao Li
David Clifton
Lawrence H. Staib
James S. Duncan
153
53
0
27 Sep 2022
Self-Supervised Masked Convolutional Transformer Block for Anomaly
  Detection
Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection
Neelu Madan
Nicolae-Cătălin Ristea
Radu Tudor Ionescu
Kamal Nasrollahi
Fahad Shahbaz Khan
T. Moeslund
M. Shah
ViTMedIm
341
71
0
25 Sep 2022
Graph Reasoning Transformer for Image Parsing
Graph Reasoning Transformer for Image Parsing
Dong Zhang
Jinhui Tang
Kwang-Ting Cheng
ViT
66
18
0
20 Sep 2022
Calibrating Segmentation Networks with Margin-based Label Smoothing
Calibrating Segmentation Networks with Margin-based Label Smoothing
Balamurali Murugesan
Bingyuan Liu
Adrian Galdran
Ismail Ben Ayed
Jose Dolz
UQCV
51
0
0
09 Sep 2022
Reconstruction of Three-dimensional Scroll Waves in Excitable Media from
  Two-Dimensional Observations using Deep Neural Networks
Reconstruction of Three-dimensional Scroll Waves in Excitable Media from Two-Dimensional Observations using Deep Neural Networks
J. Lebert
Meenakshi Mittal
Jan Christoph
63
4
0
09 Sep 2022
Spach Transformer: Spatial and Channel-wise Transformer Based on Local
  and Global Self-attentions for PET Image Denoising
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
ViTMedIm
70
30
0
07 Sep 2022
Instrument Separation of Symbolic Music by Explicitly Guided Diffusion
  Model
Instrument Separation of Symbolic Music by Explicitly Guided Diffusion Model
Sangjun Han
H. Ihm
DaeHan Ahn
Woohyung Lim
DiffM
62
2
0
05 Sep 2022
HistoSeg : Quick attention with multi-loss function for multi-structure
  segmentation in digital histology images
HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images
Saad Wazir
M. Fraz
85
35
0
01 Sep 2022
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell
  Fine-grained Detection
From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection
Baomin Wang
G. Hu
Dan Chen
Lihua Hu
Cheng Li
Yu An
G. Hu
Guangyu Jia
46
1
0
26 Aug 2022
Cats: Complementary CNN and Transformer Encoders for Segmentation
Cats: Complementary CNN and Transformer Encoders for Segmentation
Hao Li
Dewei Hu
Han Liu
Jiacheng Wang
I. Oguz
ViTMedIm
99
22
0
24 Aug 2022
Retinal Structure Detection in OCTA Image via Voting-based Multi-task
  Learning
Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning
Jinkui Hao
Ting-Li Shen
Xueli Zhu
Yonghuai Liu
Ardhendu Behera
Dan Zhang
Bang Chen
Jiang-Dong Liu
Jiong Zhang
Yitian Zhao
73
26
0
23 Aug 2022
A diverse large-scale building dataset and a novel plug-and-play domain
  generalization method for building extraction
A diverse large-scale building dataset and a novel plug-and-play domain generalization method for building extraction
M. Luo
Shunping Ji
Shiqing Wei
115
21
0
22 Aug 2022
Multiple Instance Neuroimage Transformer
Multiple Instance Neuroimage Transformer
Ayush Singla
Qingyu Zhao
Daniel K. Do
Yuyin Zhou
K. Pohl
Ehsan Adeli
ViTMedIm
69
11
0
19 Aug 2022
FCN-Transformer Feature Fusion for Polyp Segmentation
FCN-Transformer Feature Fusion for Polyp Segmentation
Edward Sanderson
B. Matuszewski
ViTMedIm
91
125
0
17 Aug 2022
Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS
  Instance Segmentation
Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation
Cheng Zeng
Xinyu Yang
Majid Mirmehdi
A. Gambaruto
T. Burghardt
ViTMedIm
31
10
0
17 Aug 2022
An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR)
  Segmentation
An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation
Abhishek Srivastava
Debesh Jha
Elif Keles
B. Aydogan
M. Abazeed
Ulas Bagci
MedIm
49
6
0
15 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis
Recent Progress in Transformer-based Medical Image Analysis
Zhao-cheng Liu
Qiujie Lv
Ziduo Yang
Yifan Li
Chau Hung Lee
Leizhao Shen
MedIm
79
66
0
13 Aug 2022
When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class
  Medical Image Semantic Segmentation
When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation
Ziyang Wang
Tianze Li
Jian-Qing Zheng
Baoru Huang
84
34
0
12 Aug 2022
Semantic decomposition Network with Contrastive and Structural
  Constraints for Dental Plaque Segmentation
Semantic decomposition Network with Contrastive and Structural Constraints for Dental Plaque Segmentation
Jian Shi
Baoli Sun
Xinchen Ye
Zhihui Wang
Xiaolong Luo
Jin Liu
Heli Gao
Haojie Li
59
11
0
12 Aug 2022
Region-Based Evidential Deep Learning to Quantify Uncertainty and
  Improve Robustness of Brain Tumor Segmentation
Region-Based Evidential Deep Learning to Quantify Uncertainty and Improve Robustness of Brain Tumor Segmentation
Hao Li
Yang Nan
Javier Del Ser
Guang Yang
EDLOODUQCV
86
39
0
11 Aug 2022
Learning from imperfect training data using a robust loss function:
  application to brain image segmentation
Learning from imperfect training data using a robust loss function: application to brain image segmentation
H. Akrami
Wenhui Cui
Anand A. Joshi
Richard M. Leahy
OOD
19
2
0
08 Aug 2022
Stain-Adaptive Self-Supervised Learning for Histopathology Image
  Analysis
Stain-Adaptive Self-Supervised Learning for Histopathology Image Analysis
Haili Ye
Da-han Wang
29
3
0
08 Aug 2022
Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image
  Classification
Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification
Faris Almalik
Mohammad Yaqub
Karthik Nandakumar
ViTAAMLMedIm
102
34
0
04 Aug 2022
A New Probabilistic V-Net Model with Hierarchical Spatial Feature
  Transform for Efficient Abdominal Multi-Organ Segmentation
A New Probabilistic V-Net Model with Hierarchical Spatial Feature Transform for Efficient Abdominal Multi-Organ Segmentation
Minfeng Xu
Heng Guo
Jianfeng Zhang
K. Yan
Le Lu
40
5
0
02 Aug 2022
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical
  Image Segmentation
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation
Reza Azad
Moein Heidari
M. Shariatnia
Ehsan Khodapanah Aghdam
Sanaz Karimijafarbigloo
Ehsan Adeli
Dorit Merhof
ViTMedIm
91
99
0
01 Aug 2022
ScaleFormer: Revisiting the Transformer-based Backbones from a
  Scale-wise Perspective for Medical Image Segmentation
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation
Huimin Huang
Shiao Xie
Lanfen Lin
Yutaro Iwamoto
X. Han
Yen-Wei Chen
Ruofeng Tong
ViTMedIm
83
52
0
29 Jul 2022
FCSN: Global Context Aware Segmentation by Learning the Fourier
  Coefficients of Objects in Medical Images
FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images
Y. Jeon
Hongfei Yang
Mengling Feng
68
3
0
29 Jul 2022
Learning with Limited Annotations: A Survey on Deep Semi-Supervised
  Learning for Medical Image Segmentation
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation
Rushi Jiao
Yichi Zhang
Leiting Ding
Rong Cai
Jicong Zhang
137
173
0
28 Jul 2022
A Transformer-based Generative Adversarial Network for Brain Tumor
  Segmentation
A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation
Liqun Huang
Long Chen
Bai-wen Zhang
S. Chai
MedImViT
61
29
0
28 Jul 2022
DnSwin: Toward Real-World Denoising via Continuous Wavelet
  Sliding-Transformer
DnSwin: Toward Real-World Denoising via Continuous Wavelet Sliding-Transformer
Hao Li
Zhijing Yang
Xiaobin Hong
Ziying Zhao
Junyang Chen
Yukai Shi
Jin-shan Pan
DiffMViT
89
12
0
28 Jul 2022
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism
  for a Deep Segmentation Model
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model
Reza Azad
Mohammad T. Al-Antary
Moein Heidari
Dorit Merhof
ViTMedIm
102
76
0
27 Jul 2022
Two-Stream UNET Networks for Semantic Segmentation in Medical Images
Two-Stream UNET Networks for Semantic Segmentation in Medical Images
Xin Chen
Ke Ding
40
0
0
27 Jul 2022
Exploring Generalizable Distillation for Efficient Medical Image
  Segmentation
Exploring Generalizable Distillation for Efficient Medical Image Segmentation
Xingqun Qi
Zhuo Wu
Min Ren
Muyi Sun
Caifeng Shan
Zhe Sun
96
3
0
26 Jul 2022
Improved Super Resolution of MR Images Using CNNs and Vision
  Transformers
Improved Super Resolution of MR Images Using CNNs and Vision Transformers
Dwarikanath Mahapatra
SupRViTMedIm
56
5
0
24 Jul 2022
Large-Kernel Attention for 3D Medical Image Segmentation
Large-Kernel Attention for 3D Medical Image Segmentation
Hao Li
Yang Nan
Javier Del Ser
Guang Yang
MedIm
71
28
0
19 Jul 2022
HiFormer: Hierarchical Multi-scale Representations Using Transformers
  for Medical Image Segmentation
HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation
Moein Heidari
Amirhossein Kazerouni
Milad Soltany Kadarvish
Reza Azad
Ehsan Khodapanah Aghdam
Julien Cohen-Adad
Dorit Merhof
MedImViT
107
195
0
18 Jul 2022
Multi-branch Cascaded Swin Transformers with Attention to k-space
  Sampling Pattern for Accelerated MRI Reconstruction
Multi-branch Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction
Mevan Ekanayake
Kamlesh Pawar
Mehrtash Harandi
Gary Egan
Zhaolin Chen
ViTMedIm
62
7
0
18 Jul 2022
Defect Transformer: An Efficient Hybrid Transformer Architecture for
  Surface Defect Detection
Defect Transformer: An Efficient Hybrid Transformer Architecture for Surface Defect Detection
Junpu Wang
Guili Xu
Fuju Yan
Jinjin Wang
Zhengsheng Wang
ViTMedIm
52
68
0
17 Jul 2022
MLP-GAN for Brain Vessel Image Segmentation
B. Xie
Hao Tang
Bin Duan
Dawen Cai
Yan Yan
MedIm
93
2
0
17 Jul 2022
CharFormer: A Glyph Fusion based Attentive Framework for High-precision
  Character Image Denoising
CharFormer: A Glyph Fusion based Attentive Framework for High-precision Character Image Denoising
D. Shi
Xiaolei Diao
Lida Shi
Hao Tang
Yang Chi
Chuntao Li
Hao Xu
DiffM
64
24
0
16 Jul 2022
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer with
  Modality-Correlated Cross-Attention for Brain Tumor Segmentation
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
84
78
0
15 Jul 2022
MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for
  Unsupervised Cross-Domain Semantic Segmentation
MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation
Qi Zhao
Shuchang Lyu
Wenpei Bai
Linghan Cai
Binghao Liu
Guangliang Cheng
Meijing Wu
Xiubo Sang
Min Yang
Lijiang Chen
38
8
0
14 Jul 2022
MSP-Former: Multi-Scale Projection Transformer for Single Image
  Desnowing
MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing
Sixiang Chen
Tian-Chun Ye
Yun-Peng Liu
Taodong Liao
Y. Ye
Erkang Chen
Peng Chen
ViT
125
54
0
12 Jul 2022
A Penalty Approach for Normalizing Feature Distributions to Build
  Confounder-Free Models
A Penalty Approach for Normalizing Feature Distributions to Build Confounder-Free Models
Anthony Vento
Qingyu Zhao
Robert Paul
K. Pohl
Ehsan Adeli
62
9
0
11 Jul 2022
Radiomics-Guided Global-Local Transformer for Weakly Supervised
  Pathology Localization in Chest X-Rays
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays
Yan Han
G. Holste
Ying Ding
Ahmed H. Tewfik
Yifan Peng
Zhangyang Wang
LM&MAViT
124
16
0
10 Jul 2022
kMaX-DeepLab: k-means Mask Transformer
kMaX-DeepLab: k-means Mask Transformer
Qihang Yu
Huiyu Wang
Siyuan Qiao
Maxwell D. Collins
Yukun Zhu
Hartwig Adam
Alan Yuille
Liang-Chieh Chen
ViT
183
19
0
08 Jul 2022
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