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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
General-Purpose Multimodal Transformer meets Remote Sensing Semantic
  Segmentation
General-Purpose Multimodal Transformer meets Remote Sensing Semantic Segmentation
Nhi Kieu
Kien Nguyen
Sridha Sridharan
Clinton Fookes
ViT
48
4
0
07 Jul 2023
SegNetr: Rethinking the local-global interactions and skip connections
  in U-shaped networks
SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks
Junlong Cheng
Chengrui Gao
Fengjie Wang
Min Zhu
SSeg
45
11
0
06 Jul 2023
Edge-aware Multi-task Network for Integrating Quantification
  Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality
  Non-contrast MRI
Edge-aware Multi-task Network for Integrating Quantification Segmentation and Uncertainty Prediction of Liver Tumor on Multi-modality Non-contrast MRI
Xiaojiao Xiao
Qinmin Hu
Guanghui Wang
MedIm
58
10
0
04 Jul 2023
H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for
  Multimodal Tumor Segmentation
H-DenseFormer: An Efficient Hybrid Densely Connected Transformer for Multimodal Tumor Segmentation
Jun Shi
Hongyu Kan
Shulan Ruan
Ziqi Zhu
Minfan Zhao
Liang Qiao
Zhaohui Wang
Hong An
Xudong Xue
ViTMedIm
83
7
0
04 Jul 2023
Cross-modality Attention Adapter: A Glioma Segmentation Fine-tuning
  Method for SAM Using Multimodal Brain MR Images
Cross-modality Attention Adapter: A Glioma Segmentation Fine-tuning Method for SAM Using Multimodal Brain MR Images
Xiaoyu Shi
Shurong Chai
Yinhao Li
Jingliang Cheng
J. Bai
Guohua Zhao
Yen-Wei Chen
69
7
0
03 Jul 2023
Machine learning for advancing low-temperature plasma modeling and
  simulation
Machine learning for advancing low-temperature plasma modeling and simulation
J. Trieschmann
Luca Vialetto
T. Gergs
AI4CE
78
6
0
30 Jun 2023
Transformers in Healthcare: A Survey
Transformers in Healthcare: A Survey
Subhash Nerella
S. Bandyopadhyay
Jiaqing Zhang
Miguel Contreras
Scott Siegel
...
Jessica Sena
B. Shickel
A. Bihorac
Kia Khezeli
Parisa Rashidi
MedImAI4CE
96
35
0
30 Jun 2023
MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained
  on a Large-Scale Unannotated Dataset
MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset
Guotai Wang
Jianghao Wu
Xiangde Luo
Xinglong Liu
Kang Li
Shaoting Zhang
77
28
0
29 Jun 2023
Foundation Model for Endoscopy Video Analysis via Large-scale
  Self-supervised Pre-train
Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train
Zhao Wang
Chang Liu
Shaoting Zhang
Qi Dou
MedIm
128
68
0
29 Jun 2023
1M parameters are enough? A lightweight CNN-based model for medical
  image segmentation
1M parameters are enough? A lightweight CNN-based model for medical image segmentation
Binh-Duong Dinh
Thanh-Thu Nguyen
Thi-Thao Tran
Van-Truong Pham
SSegMedIm
92
17
0
28 Jun 2023
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image
  Segmentation
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation
Qianying Liu
Xiao Gu
Paul Henderson
Fani Deligianni
94
6
0
25 Jun 2023
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual
  Double U-Net
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-Net
A. Khan
Alif Ashrafee
Fahim Shahriar Khan
Md. Bakhtiar Hasan
M. H. Kabir
SSeg
61
6
0
25 Jun 2023
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical Images
Xinrong Hu
Xiaowei Xu
Yi Shi
VLMMedIm
50
64
0
23 Jun 2023
On Sensitivity and Robustness of Normalization Schemes to Input
  Distribution Shifts in Automatic MR Image Diagnosis
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis
Divyam Madaan
D. Sodickson
K. Cho
S. Chopra
OODMedIm
73
1
0
23 Jun 2023
Ladder Fine-tuning approach for SAM integrating complementary network
Ladder Fine-tuning approach for SAM integrating complementary network
Shurong Chai
R. Jain
Shiyu Teng
Jiaqing Liu
Yinhao Li
T. Tateyama
Yen-wei Chen
MedIm
81
33
0
22 Jun 2023
Concurrent ischemic lesion age estimation and segmentation of CT brain
  using a Transformer-based network
Concurrent ischemic lesion age estimation and segmentation of CT brain using a Transformer-based network
A. Marcus
P. Bentley
Daniel Rueckert
MedIm
114
9
0
21 Jun 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical
  Imaging via Second-order Graph Matching
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching
D. M. Nguyen
Hoang Nguyen
Nghiem Tuong Diep
Tan Ngoc Pham
T. Cao
...
Nhat Ho
Shadi Albarqouni
P. Xie
Daniel Sonntag
Mathias Niepert
VLMMedIm
142
55
0
20 Jun 2023
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising
Li Pang
Weizhen Gu
Xiangyong Cao
Xiangyu Rui
Jiangjun Peng
Shuang Xu
Gang Yang
Deyu Meng
128
0
0
20 Jun 2023
SegT: A Novel Separated Edge-guidance Transformer Network for Polyp
  Segmentation
SegT: A Novel Separated Edge-guidance Transformer Network for Polyp Segmentation
Feiyu Chen
Haiping Ma
Weijia Zhang
ViTMedIm
91
7
0
19 Jun 2023
Learnable Weight Initialization for Volumetric Medical Image
  Segmentation
Learnable Weight Initialization for Volumetric Medical Image Segmentation
Shahina Kunhimon
Abdelrahman M. Shaker
Muzammal Naseer
Salman Khan
Fahad Shahbaz Khan
98
1
0
15 Jun 2023
Towards a Machine-Learned Poisson Solver for Low-Temperature Plasma
  Simulations in Complex Geometries
Towards a Machine-Learned Poisson Solver for Low-Temperature Plasma Simulations in Complex Geometries
Ihda Chaerony Siffa
M. Becker
K. Weltmann
J. Trieschmann
62
3
0
13 Jun 2023
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation
AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation
Kashu Yamazaki
Taisei Hanyu
Minh-Triet Tran
Adrian Garcia
Roy McCann
Haitao Liao
Chase Rainwater
Meredith Adkins
J. Cothren
Ngan Le
ViT
79
40
0
12 Jun 2023
LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and
  Edge Platforms
LDMRes-Net: Enabling Efficient Medical Image Segmentation on IoT and Edge Platforms
Shahzaib Iqbal
Tariq Mahmood Khan
Syed S. Naqvi
Muhammad Usman
Imran Razzak
72
1
0
09 Jun 2023
Connectional-Style-Guided Contextual Representation Learning for Brain
  Disease Diagnosis
Connectional-Style-Guided Contextual Representation Learning for Brain Disease Diagnosis
Gongshu Wang
Ning Jiang
Yunxiao Ma
Tiantian Liu
Duanduan Chen
Jinglong Wu
Guoqi Li
Dong Liang
Tianyi Yan
MedIm
71
2
0
08 Jun 2023
Channel prior convolutional attention for medical image segmentation
Channel prior convolutional attention for medical image segmentation
He-lu Huang
Zuguo Chen
Y. Zou
Ming Lu
Chaoyang Chen
MedIm
35
115
0
08 Jun 2023
Multi-level Multiple Instance Learning with Transformer for Whole Slide
  Image Classification
Multi-level Multiple Instance Learning with Transformer for Whole Slide Image Classification
Rui-qi Zhang
Qiaozheng Zhang
Yingzhuang Liu
Hao Xin
Yang Liu
Xinggang Wang
ViTMedIm
122
8
0
08 Jun 2023
ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation
ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation
Juntao Jiang
Xiyu Chen
Guanzhong Tian
Yang Liu
SSegGNN
32
13
0
08 Jun 2023
A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip
  Arthroplasty
A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip Arthroplasty
Kaiwen Zhang
Ziyang Gan
Dong Liu
X. Shang
46
0
0
07 Jun 2023
TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for
  Medical Image Segmentation
TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation
Rui Sun
Tao Lei
Xiaogang Du
Y. Wan
Yong-quan Xia
Asoke K. Nandi
ViTMedIm
38
6
0
07 Jun 2023
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision
  Transformers for Medical Image Segmentation
CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation
Tao Lei
Rui Sun
Xuan Wang
Yingbo Wang
Xi He
Asoke K. Nandi
ViTMedIm
36
15
0
06 Jun 2023
Temporal-spatial Correlation Attention Network for Clinical Data
  Analysis in Intensive Care Unit
Temporal-spatial Correlation Attention Network for Clinical Data Analysis in Intensive Care Unit
Weizhi Nie
Yu-Yi Yu
Chen Zhang
Dan Song
Lina Zhao
Yunru Bai
63
9
0
03 Jun 2023
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation
  Models
Evaluation of Multi-indicator And Multi-organ Medical Image Segmentation Models
Qi Ye
Li Guo
55
0
0
01 Jun 2023
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on
  Micro-Ultrasound Images
MicroSegNet: A Deep Learning Approach for Prostate Segmentation on Micro-Ultrasound Images
Hongxu Jiang
Muhammad Imran
Preethika Muralidharan
Anjali Patel
J. Pensa
...
J. DiBianco
Liyilei Su
Yuyin Zhou
W. Brisbane
Wei Shao
78
37
0
31 May 2023
Diagnosis and Prognosis of Head and Neck Cancer Patients using
  Artificial Intelligence
Diagnosis and Prognosis of Head and Neck Cancer Patients using Artificial Intelligence
I. Sobirov
60
0
0
31 May 2023
Scale-aware Super-resolution Network with Dual Affinity Learning for
  Lesion Segmentation from Medical Images
Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images
Yanwen Li
Luyang Luo
Huangjing Lin
Pheng-Ann Heng
Hao Chen
SupRSSegMedIm
35
2
0
30 May 2023
Elongated Physiological Structure Segmentation via Spatial and Scale
  Uncertainty-aware Network
Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-aware Network
Yinglin Zhang
Ruiling Xi
Huazhu Fu
D. Towey
Ruibin Bai
Risa Higashita
Jiang-Dong Liu
69
2
0
30 May 2023
Attention Mechanisms in Medical Image Segmentation: A Survey
Attention Mechanisms in Medical Image Segmentation: A Survey
Yutong Xie
Bing Yang
Qi Guan
Jianpeng Zhang
Qi Wu
Yong-quan Xia
ViTMedIm
76
19
0
29 May 2023
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation
P. Shi
Xutao Guo
Yanwu Yang
Hanyang Peng
H. T. Ma
57
5
0
25 May 2023
Multiresolution Feature Guidance Based Transformer for Anomaly Detection
Multiresolution Feature Guidance Based Transformer for Anomaly Detection
Shuting Yan
Pingping Chen
Honghui Chen
Huan-hao Mao
F. Chen
Zhi-Long Lin
ViT
85
4
0
24 May 2023
JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic
  Disc/Cup Segmentation and Fovea Detection
JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection
Huaqing He
Li Lin
Zhiyuan Cai
Pujin Cheng
Xiaoying Tang
ViTMedIm
56
3
0
19 May 2023
One-Prompt to Segment All Medical Images
One-Prompt to Segment All Medical Images
Junde Wu
Jiayuan Zhu
Yueming Jin
Min Xu
VLMMedIm
100
32
0
17 May 2023
Multi-Level Global Context Cross Consistency Model for Semi-Supervised
  Ultrasound Image Segmentation with Diffusion Model
Multi-Level Global Context Cross Consistency Model for Semi-Supervised Ultrasound Image Segmentation with Diffusion Model
Fenghe Tang
Jianrui Ding
Lingtao Wang
Min Xian
C. Ning
DiffMMedIm
141
13
0
16 May 2023
CB-HVTNet: A channel-boosted hybrid vision transformer network for
  lymphocyte assessment in histopathological images
CB-HVTNet: A channel-boosted hybrid vision transformer network for lymphocyte assessment in histopathological images
Momina Liaqat Ali
Zunaira Rauf
Asifullah Khan
A. Sohail
Rafi Ullah
Jeonghwan Gwak
MedImViT
71
2
0
16 May 2023
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation
Abdul Rehman Khan
Asifullah Khan
ViTMedIm
101
14
0
15 May 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond
A Comprehensive Survey on Segment Anything Model for Vision and Beyond
Chunhui Zhang
Li Liu
Yawen Cui
Guanjie Huang
Weilin Lin
Yiqian Yang
Yuehong Hu
VLM
102
100
0
14 May 2023
Salient Mask-Guided Vision Transformer for Fine-Grained Classification
Salient Mask-Guided Vision Transformer for Fine-Grained Classification
Dmitry Demidov
M.H. Sharif
Aliakbar Abdurahimov
Hisham Cholakkal
Fahad Shahbaz Khan
108
11
0
11 May 2023
White Matter Hyperintensities Segmentation Using Probabilistic TransUNet
White Matter Hyperintensities Segmentation Using Probabilistic TransUNet
Muhammad Noor Dwi Eldianto
M. F. Rachmadi
W. Jatmiko
22
1
0
06 May 2023
Semantic Segmentation using Vision Transformers: A survey
Semantic Segmentation using Vision Transformers: A survey
Hans Thisanke
Chamli Deshan
K. Chamith
Sachith Seneviratne
Rajith Vidanaarachchi
Damayanthi Herath
ViT
89
159
0
05 May 2023
FUSegNet: A Deep Convolutional Neural Network for Foot Ulcer
  Segmentation
FUSegNet: A Deep Convolutional Neural Network for Foot Ulcer Segmentation
M. K. Dhar
Taiyu Zhang
Yash J. Patel
Sandeep Gopalakrishnan
Zeyun Yu
MedImFedML
84
25
0
04 May 2023
Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on
  Structural Features
Unsupervised Domain Adaptation for Neuron Membrane Segmentation based on Structural Features
Yu An
Dongnan Liu
Weidong (Tom) Cai
71
4
0
04 May 2023
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