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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
SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge
  for Semi-Supervised Learning in Medical Image Segmentation
SamDSK: Combining Segment Anything Model with Domain-Specific Knowledge for Semi-Supervised Learning in Medical Image Segmentation
Yizhe Zhang
Tao Zhou
Shuo Wang
Ye Wu
Pengfei Gu
Da Chen
123
11
0
26 Aug 2023
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation
PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation
Ao Chang
Xing Tao
Xin Yang
Yuhao Huang
Xinrui Zhou
Jiajun Zeng
Ruobing Huang
Dong Ni
VLM
56
1
0
26 Aug 2023
ACC-UNet: A Completely Convolutional UNet model for the 2020s
ACC-UNet: A Completely Convolutional UNet model for the 2020s
Nabil Ibtehaz
Daisuke Kihara
MedImOODViT
57
49
0
25 Aug 2023
Unlocking Fine-Grained Details with Wavelet-based High-Frequency
  Enhancement in Transformers
Unlocking Fine-Grained Details with Wavelet-based High-Frequency Enhancement in Transformers
Reza Azad
Amirhossein Kazerouni
Alaa Sulaiman
Afshin Bozorgpour
Ehsan Khodapanah Aghdam
Abin Jose
Dorit Merhof
ViTMedIm
59
11
0
25 Aug 2023
Learned Local Attention Maps for Synthesising Vessel Segmentations
Learned Local Attention Maps for Synthesising Vessel Segmentations
Yashwardhan Deo
Rodrigo Bonazzola
Haoran Dou
Yan Xia
Tianyou Wei
Nishant Ravikumar
Alejandro F. Frangi
T. Lassila
MedIm
103
0
0
24 Aug 2023
SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation
SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation
Qing Xu
Wenwei Kuang
Zeyu Zhang
Xueyao Bao
Haoran Chen
Wenting Duan
VLM
58
14
0
23 Aug 2023
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic
  Segmentation, Object Detection and Radiomic Feature Extraction of
  Perihematomal Edema in Spontaneous Intracerebral Hemorrhage
PHE-SICH-CT-IDS: A Benchmark CT Image Dataset for Evaluation Semantic Segmentation, Object Detection and Radiomic Feature Extraction of Perihematomal Edema in Spontaneous Intracerebral Hemorrhage
Deguo Ma
Chen Li
Lin Qiao
Tianming Du
Dechao Tang
Zhiyu Ma
M. Grzegorzek
Hongzan Sun
72
5
0
21 Aug 2023
Hierarchical Uncertainty Estimation for Medical Image Segmentation
  Networks
Hierarchical Uncertainty Estimation for Medical Image Segmentation Networks
Xinyu Bai
Wenjia Bai
UQCV
45
0
0
16 Aug 2023
ECPC-IDS:A benchmark endometrail cancer PET/CT image dataset for
  evaluation of semantic segmentation and detection of hypermetabolic regions
ECPC-IDS:A benchmark endometrail cancer PET/CT image dataset for evaluation of semantic segmentation and detection of hypermetabolic regions
Dechao Tang
Tianming Du
Deguo Ma
Zhiyuan Ma
Hongzan Sun
M. Grzegorzek
Huiyan Jiang
Chen Li
107
3
0
16 Aug 2023
CARE: A Large Scale CT Image Dataset and Clinical Applicable Benchmark
  Model for Rectal Cancer Segmentation
CARE: A Large Scale CT Image Dataset and Clinical Applicable Benchmark Model for Rectal Cancer Segmentation
Han-Di Zhang
Wei-Ting Guo
Chenyang Qiu
Shouhong Wan
Bingbing Zou
Wanqin Wang
Peiquan Jin
56
5
0
16 Aug 2023
Exploring Transfer Learning in Medical Image Segmentation using
  Vision-Language Models
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models
K. Poudel
Manish Dhakal
Prasiddha Bhandari
Rabin Adhikari
Safal Thapaliya
Bishesh Khanal
VLM
146
20
0
15 Aug 2023
Large-kernel Attention for Efficient and Robust Brain Lesion
  Segmentation
Large-kernel Attention for Efficient and Robust Brain Lesion Segmentation
Liam Chalcroft
Ruben Lourencco Pereira
Mikael Brudfors
Andrew S. Kayser
M. D’Esposito
Cathy J. Price
Ioannis Pappas
John Ashburner
ViT3DVMedIm
81
8
0
14 Aug 2023
How inter-rater variability relates to aleatoric and epistemic
  uncertainty: a case study with deep learning-based paraspinal muscle
  segmentation
How inter-rater variability relates to aleatoric and epistemic uncertainty: a case study with deep learning-based paraspinal muscle segmentation
Parinaz Roshanzamir
H. Rivaz
Joshua Ahn
Hamza Mirza
Neda Naghdi
Meagan Anstruther
M. C. Battié
M. Fortin
Yiming Xiao
76
3
0
14 Aug 2023
Leveraging multi-view data without annotations for prostate MRI
  segmentation: A contrastive approach
Leveraging multi-view data without annotations for prostate MRI segmentation: A contrastive approach
Tim Nikolass Lindeijer
Tord Martin Ytredal
T. Eftestøl
T. Nordström
F. Jäderling
M. Eklund
Alvaro Fernandez-Quilez
21
6
0
12 Aug 2023
CATS v2: Hybrid encoders for robust medical segmentation
CATS v2: Hybrid encoders for robust medical segmentation
Hao Li
Han Liu
Dewei Hu
Xing Yao
Jiacheng Wang
I. Oguz
MedImViT
85
2
0
11 Aug 2023
From CNN to Transformer: A Review of Medical Image Segmentation Models
From CNN to Transformer: A Review of Medical Image Segmentation Models
Wenjian Yao
Jiajun Bai
Wei Liao
Yuheng Chen
Mengjuan Liu
Yao Xie
ViTMedIm
48
59
0
10 Aug 2023
LEFormer: A Hybrid CNN-Transformer Architecture for Accurate Lake
  Extraction from Remote Sensing Imagery
LEFormer: A Hybrid CNN-Transformer Architecture for Accurate Lake Extraction from Remote Sensing Imagery
Ben Chen
Xuechao Zou
Yu-an Zhang
Jiayu Li
Kaihang Li
Junliang Xing
Pin Tao
ViT
52
12
0
08 Aug 2023
Cloth2Tex: A Customized Cloth Texture Generation Pipeline for 3D Virtual
  Try-On
Cloth2Tex: A Customized Cloth Texture Generation Pipeline for 3D Virtual Try-On
Daiheng Gao
Xu Chen
Xindi Zhang
Qi Wang
Ke Sun
Bang Zhang
Liefeng Bo
Qi-Xing Huang
DiffM
76
5
0
08 Aug 2023
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene
  Segmentation
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation
Jay N. Paranjape
Nithin Gopalakrishnan Nair
S. Sikder
S. Vedula
Vishal M. Patel
MedIm
79
44
0
07 Aug 2023
Improving FHB Screening in Wheat Breeding Using an Efficient Transformer
  Model
Improving FHB Screening in Wheat Breeding Using an Efficient Transformer Model
Babak Azad
A. Abdalla
Kwanghee Won
A. M. Nafchi
MedIm
54
3
0
07 Aug 2023
Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous
  Labels
Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous Labels
Fengming Lin
Yan Xia
Nishant Ravikumar
Qiongyao Liu
Michael MacRaild
Alejandro F Frangi
76
4
0
07 Aug 2023
Microvasculature Segmentation in Human BioMolecular Atlas Program
  (HuBMAP)
Microvasculature Segmentation in Human BioMolecular Atlas Program (HuBMAP)
Youssef Sultan
Yongqiang Wang
J. Scanlon
Lisa D'lima
SSeg
38
1
0
06 Aug 2023
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin
  Lesion Delineation
DermoSegDiff: A Boundary-aware Segmentation Diffusion Model for Skin Lesion Delineation
Afshin Bozorgpour
Yousef Sadegheih
Amirhossein Kazerouni
Reza Azad
Dorit Merhof
DiffMMedIm
77
28
0
05 Aug 2023
Towards Generalist Foundation Model for Radiology by Leveraging
  Web-scale 2D&3D Medical Data
Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data
Chaoyi Wu
Xiaoman Zhang
Ya Zhang
Yanfeng Wang
Weidi Xie
MedImLM&MA
101
168
0
04 Aug 2023
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large
  Kernel and Skip Fusion
CMUNeXt: An Efficient Medical Image Segmentation Network based on Large Kernel and Skip Fusion
Fenghe Tang
Jianrui Ding
Lingtao Wang
C. Ning
S. Kevin Zhou
MedIm
61
44
0
02 Aug 2023
Boundary Difference Over Union Loss For Medical Image Segmentation
Boundary Difference Over Union Loss For Medical Image Segmentation
F. Sun
Zhiming Luo
Shaozi Li
54
25
0
01 Aug 2023
Ensemble Learning with Residual Transformer for Brain Tumor Segmentation
Ensemble Learning with Residual Transformer for Brain Tumor Segmentation
Lanhong Yao
Zheyu Zhang
Ulas Bagci
ViTMedIm
102
1
0
31 Jul 2023
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical
  Image Pre-training
Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
Jeya Maria Jose Valanarasu
Yucheng Tang
Dong Yang
Ziyue Xu
Can Zhao
...
Vishal M. Patel
Bennett Landman
Daguang Xu
Yufan He
V. Nath
MedIm
76
13
0
31 Jul 2023
Investigating and Improving Latent Density Segmentation Models for
  Aleatoric Uncertainty Quantification in Medical Imaging
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging
M. Valiuddin
Christiaan Viviers
R. V. Sloun
Peter H. N. de With
Fons van der Sommen
UQCV
102
2
0
31 Jul 2023
Transferable Attack for Semantic Segmentation
Transferable Attack for Semantic Segmentation
Mengqi He
Jing Zhang
Zhaoyuan Yang
Mingyi He
Nick Barnes
Yuchao Dai
70
2
0
31 Jul 2023
ScribbleVC: Scribble-supervised Medical Image Segmentation with
  Vision-Class Embedding
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding
Zihan Li
Yuan Zheng
Xiangde Luo
Dandan Shan
Qingqi Hong
85
23
0
30 Jul 2023
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical
  Image Segmentation
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation
Liang Xu
Mingxi Chen
Yiyu Cheng
Pengfei Shao
Shuwei Shen
Peng Yao
Ronald X. Xu
ViT
67
0
0
27 Jul 2023
Spatiotemporal Modeling Encounters 3D Medical Image Analysis:
  Slice-Shift UNet with Multi-View Fusion
Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion
C. Ugwu
S. Casarin
Oswald Lanz
53
0
0
24 Jul 2023
SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image
  Segmentation
SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation
Yiqing Wang
Zihan Li
Jieru Mei
Zi-Ying Wei
Li Liu
Chen Wang
Shengtian Sang
Alan Yuille
Cihang Xie
Yuyin Zhou
ViTMedIm
67
33
0
24 Jul 2023
Expediting Building Footprint Extraction from High-resolution Remote
  Sensing Images via progressive lenient supervision
Expediting Building Footprint Extraction from High-resolution Remote Sensing Images via progressive lenient supervision
Haonan Guo
Bo Du
Chen Wu
Xin Su
Lefei Zhang
83
0
0
23 Jul 2023
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor
  Image Segmentation
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image Segmentation
Yafei Zhang
Zhiyuan Li
Huafeng Li
Dapeng Tao
59
1
0
22 Jul 2023
Spinal nerve segmentation method and dataset construction in endoscopic
  surgical scenarios
Spinal nerve segmentation method and dataset construction in endoscopic surgical scenarios
Shaowu Peng
Pengcheng Zhao
Yongyu Ye
Junying Chen
Yunbing Chang
Xiaoqing Zheng
40
1
0
20 Jul 2023
Hybrid Feature Embedding For Automatic Building Outline Extraction
Hybrid Feature Embedding For Automatic Building Outline Extraction
Weihang Ran
W. Yuan
Xiaodan Shi
Z. Fan
Ryosuke Shibasaki
40
1
0
20 Jul 2023
DVPT: Dynamic Visual Prompt Tuning of Large Pre-trained Models for
  Medical Image Analysis
DVPT: Dynamic Visual Prompt Tuning of Large Pre-trained Models for Medical Image Analysis
Along He
Kai Wang
Zhihong Wang
Tao Li
Huazhu Fu
MedIm
100
5
0
19 Jul 2023
Mining of Single-Class by Active Learning for Semantic Segmentation
Mining of Single-Class by Active Learning for Semantic Segmentation
Hugues Lambert
E. Slade
CLLVLM
60
0
0
18 Jul 2023
EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation
EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation
Jiacheng Ruan
Mingye Xie
Jingsheng Gao
Ting Liu
Yuzhuo Fu
MedIm
28
110
0
17 Jul 2023
Dynamic Snake Convolution based on Topological Geometric Constraints for
  Tubular Structure Segmentation
Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation
Yaolei Qi
Yuting He
Xiaoming Qi
Yuanyuan Zhang
Guanyu Yang
98
210
0
17 Jul 2023
TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation
TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation
Zhen-Peng He
Mathias Unberath
Jing Ke
Yiqing Shen
ViTMedIm
76
20
0
16 Jul 2023
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid
  Network with Reverse Attention for Colon Polyp Segmentation
RaBiT: An Efficient Transformer using Bidirectional Feature Pyramid Network with Reverse Attention for Colon Polyp Segmentation
N. Thuan
Nguyen Thi Oanh
N. T. Thuy
Stuart W. Perry
D. V. Sang
ViTMedIm
75
5
0
12 Jul 2023
UGCANet: A Unified Global Context-Aware Transformer-based Network with
  Feature Alignment for Endoscopic Image Analysis
UGCANet: A Unified Global Context-Aware Transformer-based Network with Feature Alignment for Endoscopic Image Analysis
Pham Vu Hung
N. Manh
Nguyen Thi Oanh
N. T. Thuy
D. V. Sang
ViTMedIm
67
4
0
12 Jul 2023
3D Medical Image Segmentation based on multi-scale MPU-Net
3D Medical Image Segmentation based on multi-scale MPU-Net
Zeqiu Yu
Shuo Han
Ziheng Song
3DV
45
3
0
11 Jul 2023
Cluster-Induced Mask Transformers for Effective Opportunistic Gastric
  Cancer Screening on Non-contrast CT Scans
Cluster-Induced Mask Transformers for Effective Opportunistic Gastric Cancer Screening on Non-contrast CT Scans
Ming Yuan
Yingda Xia
Xin Chen
Jiawen Yao
Junling Wang
...
Bin Dong
Le Lu
Li Zhang
Zaiyi Liu
Ling Zhang
57
3
0
10 Jul 2023
Partial Vessels Annotation-based Coronary Artery Segmentation with
  Self-training and Prototype Learning
Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning
Zheng Zhang
Xiaolei Zhang
Yaolei Qi
Guanyu Yang
42
3
0
10 Jul 2023
K-Space-Aware Cross-Modality Score for Synthesized Neuroimage Quality
  Assessment
K-Space-Aware Cross-Modality Score for Synthesized Neuroimage Quality Assessment
Guoyang Xie
Jinbao Wang
Yawen Huang
Jiayi Lyu
Feng Zheng
Yefeng Zheng
Yaochu Jin
59
0
0
10 Jul 2023
Understanding the Efficacy of U-Net & Vision Transformer for Groundwater
  Numerical Modelling
Understanding the Efficacy of U-Net & Vision Transformer for Groundwater Numerical Modelling
M. L. Taccari
O. Ovadia
He Wang
Adar Kahana
Xiaohui Chen
P. Jimack
75
2
0
08 Jul 2023
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