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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
UT-Net: Combining U-Net and Transformer for Joint Optic Disc and Cup
  Segmentation and Glaucoma Detection
UT-Net: Combining U-Net and Transformer for Joint Optic Disc and Cup Segmentation and Glaucoma Detection
Rukhshanda Hussain
Hritam Basak
ViTMedIm
71
7
0
08 Mar 2023
MetaMorph: Learning Metamorphic Image Transformation With Appearance
  Changes
MetaMorph: Learning Metamorphic Image Transformation With Appearance Changes
Jian Wang
Jiarui Xing
Jason Druzgal
W. Wells
Miaomiao Zhang
MedIm
75
4
0
08 Mar 2023
FCN+: Global Receptive Convolution Makes FCN Great Again
FCN+: Global Receptive Convolution Makes FCN Great Again
Zhongying Deng
Xiaoyu Ren
Jin Ye
Junjun He
Dongxu Yang
196
1
0
08 Mar 2023
MiShape: 3D Shape Modelling of Mitochondria in Microscopy
MiShape: 3D Shape Modelling of Mitochondria in Microscopy
Abhinanda R. Punnakkal
Suyog Jadhav
Alexander Horsch
Krishna Agarwal
Dilip K. Prasad
74
1
0
02 Mar 2023
Deep-NFA: a Deep $\textit{a contrario}$ Framework for Small Object
  Detection
Deep-NFA: a Deep a contrario\textit{a contrario}a contrario Framework for Small Object Detection
Alina Ciocarlan
S. L. Hégarat-Mascle
S. Lefebvre
Arnaud Woiselle
ObjD
47
9
0
02 Mar 2023
Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment
Coarse-to-Fine Covid-19 Segmentation via Vision-Language Alignment
Dandan Shan
Zihan Li
Wentao Chen
Qingde Li
Jie Tian
Qingqi Hong
87
9
0
01 Mar 2023
Towards more precise automatic analysis: a comprehensive survey of deep
  learning-based multi-organ segmentation
Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation
Xiaoyu Liu
Linhao Qu
Ziyue Xie
Jiayue Zhao
Yonghong Shi
Zhijian Song
80
7
0
01 Mar 2023
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation
Swin Deformable Attention Hybrid U-Net for Medical Image Segmentation
Lichao Wang
Jiahao Huang
Xiaodan Xing
Guang Yang
23
2
0
28 Feb 2023
EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View
  Identification in Pediatric Echocardiography
EDMAE: An Efficient Decoupled Masked Autoencoder for Standard View Identification in Pediatric Echocardiography
Yiman Liu
Xiaoxiang Han
Tongtong Liang
Bin Dong
Jiajun Yuan
Menghan Hu
Qiaohong Liu
Jiangang Chen
Qingli Li
Yuqi Zhang
72
14
0
27 Feb 2023
SATBA: An Invisible Backdoor Attack Based On Spatial Attention
SATBA: An Invisible Backdoor Attack Based On Spatial Attention
Huasong Zhou
Xiaowei Xu
Zhenyu Wang
Leon Bevan Bullock
AAML
75
2
0
25 Feb 2023
PLU-Net: Extraction of multi-scale feature fusion
PLU-Net: Extraction of multi-scale feature fusion
Weihu Song
3DPCSSeg
49
6
0
23 Feb 2023
A Convolutional-Transformer Network for Crack Segmentation with Boundary
  Awareness
A Convolutional-Transformer Network for Crack Segmentation with Boundary Awareness
Huaqi Tao
Bing Liu
Jinqiang Cui
Kuanqi Cai
ViT
139
27
0
23 Feb 2023
Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS
  Instance Segmentation
Video-SwinUNet: Spatio-temporal Deep Learning Framework for VFSS Instance Segmentation
Cheng Zeng
Xinyu Yang
D. Smithard
Majid Mirmehdi
A. Gambaruto
T. Burghardt
ViT
52
6
0
22 Feb 2023
SF2Former: Amyotrophic Lateral Sclerosis Identification From
  Multi-center MRI Data Using Spatial and Frequency Fusion Transformer
SF2Former: Amyotrophic Lateral Sclerosis Identification From Multi-center MRI Data Using Spatial and Frequency Fusion Transformer
Rafsanjany Kushol
Collin C. Luk
Avyarthana Dey
M. Benatar
H. Briemberg
...
R. Welsh
A. Wilman
L. Zinman
S. Kalra
Yee-Hong Yang
MedIm
51
11
0
21 Feb 2023
LIT-Former: Linking In-plane and Through-plane Transformers for
  Simultaneous CT Image Denoising and Deblurring
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring
Zhihao Chen
Chuang Niu
Qi Gao
Ge Wang
Hongming Shan
MedImViT3DV
130
21
0
21 Feb 2023
Lightweight Real-time Semantic Segmentation Network with Efficient
  Transformer and CNN
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN
Guoan Xu
Juncheng Li
Guangwei Gao
Huimin Lu
Jian Yang
Dong Yue
ViT
99
67
0
21 Feb 2023
Towards Simultaneous Segmentation of Liver Tumors and Intrahepatic
  Vessels via Cross-attention Mechanism
Towards Simultaneous Segmentation of Liver Tumors and Intrahepatic Vessels via Cross-attention Mechanism
Haopeng Kuang
Dingkang Yang
Shunli Wang
Xiaoying Wang
Lihua Zhang
MedIm
53
12
0
20 Feb 2023
Self-supervised Registration and Segmentation of the Ossicles with A
  Single Ground Truth Label
Self-supervised Registration and Segmentation of the Ossicles with A Single Ground Truth Label
Yike Zhang
J. Noble
63
8
0
15 Feb 2023
DualStreamFoveaNet: A Dual Stream Fusion Architecture with Anatomical
  Awareness for Robust Fovea Localization
DualStreamFoveaNet: A Dual Stream Fusion Architecture with Anatomical Awareness for Robust Fovea Localization
Sifan Song
Jinfeng Wang
Zilong Wang
Jionglong Su
Xiucai Ding
K. Dang
MedIm
43
0
0
14 Feb 2023
Complex Network for Complex Problems: A comparative study of CNN and
  Complex-valued CNN
Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN
S. Chatterjee
Pavan Tummala
Oliver Speck
A. Nürnberger
66
10
0
09 Feb 2023
Optimized Hybrid Focal Margin Loss for Crack Segmentation
Optimized Hybrid Focal Margin Loss for Crack Segmentation
Jiajie Chen
57
1
0
09 Feb 2023
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight
  Inflation Improves Medical Image Segmentation
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation
Yuhui Zhang
Shihua Huang
Zhengping Zhou
M. Lungren
Serena Yeung
ViTMedIm
68
11
0
08 Feb 2023
WF-UNet: Weather Fusion UNet for Precipitation Nowcasting
WF-UNet: Weather Fusion UNet for Precipitation Nowcasting
Christos Kaparakis
S. Mehrkanoon
64
4
0
08 Feb 2023
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor
  Segmentation in PET/CT Images
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT Images
Gary Y. Li
Junyu Chen
Se-In Jang
Kuang Gong
Quanzheng Li
ViTMedIm
87
14
0
08 Feb 2023
Rethinking Semi-Supervised Medical Image Segmentation: A
  Variance-Reduction Perspective
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective
Chenyu You
Weicheng Dai
Yifei Min
Fenglin Liu
David Clifton
S. Kevin Zhou
Lawrence H. Staib
James S Duncan
104
71
0
03 Feb 2023
Continuous U-Net: Faster, Greater and Noiseless
Continuous U-Net: Faster, Greater and Noiseless
Chunyang Cheng
Christina Runkel
Lihao Liu
Raymond H. F. Chan
Carola-Bibiane Schönlieb
Angelica I Aviles-Rivero
SSeg
80
10
0
01 Feb 2023
CancerUniT: Towards a Single Unified Model for Effective Detection,
  Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection
  of CT Scans
CancerUniT: Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
Jieneng Chen
Yingda Xia
Jiawen Yao
K. Yan
Jianpeng Zhang
...
Xin Chen
Jingren Zhou
Alan Yuille
Zai-De Liu
Ling Zhang
ViTMedIm
79
15
0
28 Jan 2023
Semantic Segmentation Enhanced Transformer Model for Human Attention
  Prediction
Semantic Segmentation Enhanced Transformer Model for Human Attention Prediction
Shuo Zhang
ViT
68
0
0
26 Jan 2023
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale
  Feature Fusion Approach
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach
Reza Azad
Yiwei Jia
Ehsan Khodapanah Aghdam
Julien Cohen-Adad
Dorit Merhof
ViTMedIm
58
27
0
25 Jan 2023
MedSegDiff-V2: Diffusion based Medical Image Segmentation with
  Transformer
MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer
Junde Wu
Rao Fu
Huihui Fang
Min Xu
Yu Zhang
Yanwu Xu
DiffMMedIm
113
174
0
19 Jan 2023
Curvilinear object segmentation in medical images based on ODoS filter
  and deep learning network
Curvilinear object segmentation in medical images based on ODoS filter and deep learning network
Yuanyuan Peng
Lin Pan
Pengpeng Luan
Hongbin Tu
Xiong Li
MedIm
64
15
0
18 Jan 2023
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on
  Transformer-CNN Fusion
Cooperation Learning Enhanced Colonic Polyp Segmentation Based on Transformer-CNN Fusion
Yuanyuan Wang
Zhaohong Deng
Qiongdan Lou
Shudong Hu
K. Choi
Shitong Wang
ViTMedIm
54
4
0
17 Jan 2023
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised
  Medical Image Segmentation
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation
Xiangyun Zhao
Zengxin Qi
Sheng Wang
Qian Wang
Xuehai Wu
Ying Mao
Lichi Zhang
65
40
0
13 Jan 2023
An atrium segmentation network with location guidance and siamese
  adjustment
An atrium segmentation network with location guidance and siamese adjustment
Yu Xie
Zhiyong Zhang
Shaolong Chen
Changzhen Qiu
3DPCMedIm
48
0
0
11 Jan 2023
Biomedical Image Reconstruction: A Survey
Biomedical Image Reconstruction: A Survey
Samuel Cahyawijaya
62
1
0
04 Jan 2023
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
Jie Liu
Yixiao Zhang
Jieneng Chen
Junfei Xiao
Yongyi Lu
Bennett A. Landman
Yixuan Yuan
Alan Yuille
Yucheng Tang
Zongwei Zhou
VLMMedIm
145
211
0
02 Jan 2023
MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube
  Partition and Recovery
MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery
Duowen Chen
Yunhao Bai
Wei Shen
Qingli Li
Lequan Yu
Yan Wang
47
27
0
29 Dec 2022
OrthoGAN:High-Precision Image Generation for Teeth Orthodontic Visualization
OrthoGAN:High-Precision Image Generation for Teeth Orthodontic Visualization
Feihong Shen
Jingjing Liu
Hai-Zhen Li
B. Fang
Chenglong Ma
Jinxiang Hao
Yang Feng
Youyi Zheng
Youyi Zheng
MedImDiffM
215
1
0
29 Dec 2022
DAE-Former: Dual Attention-guided Efficient Transformer for Medical
  Image Segmentation
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
Reza Azad
René Arimond
Ehsan Khodapanah Aghdam
Amirhosein Kazerouni
Dorit Merhof
ViTMedIm
93
80
0
27 Dec 2022
DuAT: Dual-Aggregation Transformer Network for Medical Image
  Segmentation
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation
Feilong Tang
Qingming Huang
Jinfeng Wang
Xianxu Hou
Jionglong Su
Jingxin Liu
ViTMedIm
78
55
0
21 Dec 2022
Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation
Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation
Mohammadreza Naderi
Mohammad H. Givkashi
F. Piri
N. Karimi
S. Samavi
ViTMedIm
106
14
0
19 Dec 2022
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for
  Medical Semantic Segmentation
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation
Qing En
Yuhong Guo
48
4
0
17 Dec 2022
DQnet: Cross-Model Detail Querying for Camouflaged Object Detection
DQnet: Cross-Model Detail Querying for Camouflaged Object Detection
Wei Sun
Chengao Liu
Linyan Zhang
Yu Li
Pengxu Wei
Chang-rui Liu
J. Zou
Jianbin Jiao
QiXiang Ye
84
6
0
16 Dec 2022
Full Contextual Attention for Multi-resolution Transformers in Semantic
  Segmentation
Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation
Loic Themyr
Clément Rambour
Nicolas Thome
Toby Collins
Alexandre Hostettler
ViT
49
10
0
15 Dec 2022
Two-stage Contextual Transformer-based Convolutional Neural Network for
  Airway Extraction from CT Images
Two-stage Contextual Transformer-based Convolutional Neural Network for Airway Extraction from CT Images
Yanan Wu
Shuiqing Zhao
Shouliang Qi
Jie Feng
H. Pang
...
Long Bai
Meng-Yi Li
Shuyue Xia
W. Qian
Hongliang Ren
ViTMedIm
81
26
0
15 Dec 2022
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With
  Annotation-Efficient Supervision
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision
Malo Alefsen de Boisredon dÁssier
Eugene Vorontsov
Samuel Kadoury
MedIm
86
2
0
14 Dec 2022
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style
  Curvilinear Structure Segmentation
YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation
Li Lin
Linkai Peng
Huaqing He
Pujin Cheng
Jiewei Wu
Kenneth K. Y. Wong
Xiaoying Tang
105
15
0
11 Dec 2022
Cross-Domain Synthetic-to-Real In-the-Wild Depth and Normal Estimation
  for 3D Scene Understanding
Cross-Domain Synthetic-to-Real In-the-Wild Depth and Normal Estimation for 3D Scene Understanding
Jay Bhanushali
Manivannan Muniyandi
Praneeth Chakravarthula
3DPCViT
69
2
0
09 Dec 2022
UNETR++: Delving into Efficient and Accurate 3D Medical Image
  Segmentation
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation
Abdelrahman M. Shaker
Muhammad Maaz
H. Rasheed
Salman Khan
Ming-Hsuan Yang
Fahad Shahbaz Khan
MedIm
132
160
0
08 Dec 2022
Group Generalized Mean Pooling for Vision Transformer
Group Generalized Mean Pooling for Vision Transformer
ByungSoo Ko
Han-Gyu Kim
Byeongho Heo
Sangdoo Yun
Sanghyuk Chun
Geonmo Gu
Wonjae Kim
ViT
88
1
0
08 Dec 2022
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