Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2103.10504
Cited By
v1
v2
v3 (latest)
UNETR: Transformers for 3D Medical Image Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
18 March 2021
Ali Hatamizadeh
Yucheng Tang
Vishwesh Nath
Dong Yang
Andriy Myronenko
Bennett Landman
H. Roth
Daguang Xu
ViT
MedIm
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"UNETR: Transformers for 3D Medical Image Segmentation"
50 / 692 papers shown
Super-Resolution Based Patch-Free 3D Image Segmentation with High-Frequency Guidance
Hongyi Wang
Lanfen Lin
Hongjie Hu
Qingqing Chen
Yinhao Li
Yutaro Iwamoto
X. Han
Yen-Wei Chen
Ruofeng Tong
3DV
186
1
0
26 Oct 2022
Progressively refined deep joint registration segmentation (ProRSeg) of gastrointestinal organs at risk: Application to MRI and cone-beam CT
Medical Physics (Lancaster) (Med. Phys.), 2022
Jue Jiang
Jun Hong
K. Tringale
M. Reyngold
C. Crane
N. Tyagi
Harini Veeraraghavan
138
4
0
25 Oct 2022
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Junfei Xiao
Yutong Bai
Alan Yuille
Zongwei Zhou
MedIm
ViT
231
90
0
23 Oct 2022
Diversity-Promoting Ensemble for Medical Image Segmentation
ACM Symposium on Applied Computing (SAC), 2022
Mariana-Iuliana Georgescu
Radu Tudor Ionescu
A. Miron
217
23
0
22 Oct 2022
Adversarial Transformer for Repairing Human Airway Segmentation
IEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Zeyu Tang
Nan Yang
Simon Walsh
Guang Yang
ViT
MedIm
158
17
0
21 Oct 2022
SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading
IEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Yijin Huang
Junyan Lyu
Pujin Cheng
Roger Tam
Xiaoying Tang
ViT
MedIm
357
32
0
20 Oct 2022
Adaptive Contrastive Learning with Dynamic Correlation for Multi-Phase Organ Segmentation
Ho Hin Lee
Yucheng Tang
Han Liu
Yubo Fan
L. Cai
Qi Yang
Xin Yu
Shunxing Bao
Yuankai Huo
Bennett A. Landman
208
1
0
16 Oct 2022
Optimizing Vision Transformers for Medical Image Segmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Qianying Liu
Chaitanya Kaul
Jun Wang
Christos Anagnostopoulos
Roderick Murray-Smith
Fani Deligianni
ViT
MedIm
222
38
0
14 Oct 2022
Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT Scans
Jin Ye
Hao Wang
Ziyan Huang
Zhongying Deng
Yan-Cheng Su
...
Qianrun Wu
Yuncheng Yang
Meng Wei
Jingqi Niu
Junjun He
126
13
0
14 Oct 2022
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation
Zhendi Gong
Andrew P French
Guoping Qiu
Xin Chen
ViT
MedIm
215
11
0
13 Oct 2022
Memory transformers for full context and high-resolution 3D Medical Segmentation
Loic Themyr
Clément Rambour
Nicolas Thome
Toby Collins
Alexandre Hostettler
ViT
MedIm
130
6
0
11 Oct 2022
FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT Images
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Chengyin Li
Yao Qiang
Vikram Goddla
H. Bagher-Ebadian
Prashant Khanduri
I. Chetty
D. Zhu
ViT
MedIm
147
16
0
06 Oct 2022
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis
Benjamin Lambert
Florence Forbes
A. Tucholka
Senan Doyle
Harmonie Dehaene
M. Dojat
259
147
0
05 Oct 2022
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical Segmentation
Asian Conference on Computer Vision (ACCV), 2022
Yuncheng Jiang
Zixun Zhang
Shixi Qin
Yao Guo
Zhuguo Li
Shuguang Cui
151
16
0
04 Oct 2022
Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data
NeuroImage (NeuroImage), 2022
Linfeng Liu
Siyu Liu
Lu Zhang
X. To
F. Nasrallah
Shekhar S. Chandra
MedIm
179
79
0
01 Oct 2022
Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural Networks
Rakshith Sathish
S. Khare
Debdoot Sheet
115
4
0
30 Sep 2022
3D UX-Net: A Large Kernel Volumetric ConvNet Modernizing Hierarchical Transformer for Medical Image Segmentation
International Conference on Learning Representations (ICLR), 2022
Ho Hin Lee
Shunxing Bao
Yuankai Huo
Bennett A. Landman
OOD
MedIm
492
210
0
29 Sep 2022
Transformer Meets Boundary Value Inverse Problems
International Conference on Learning Representations (ICLR), 2022
Ruchi Guo
Shuhao Cao
Long Chen
MedIm
444
29
0
29 Sep 2022
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
ViT
MedIm
242
0
0
28 Sep 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chenyu You
Weicheng Dai
Fenglin Liu
Yifei Min
Haoran Su
Xiaoran Zhang
Xiaoxiao Li
David Clifton
Lawrence H. Staib
James S. Duncan
694
83
0
27 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions
Dong Zhang
Yi Lin
Hao Chen
Zhuotao Tian
Xin Yang
Jinhui Tang
Kwang-Ting Cheng
VLM
281
18
0
21 Sep 2022
Attentive Symmetric Autoencoder for Brain MRI Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Junjia Huang
Haofeng Li
Guanbin Li
Xiang Wan
MedIm
135
24
0
19 Sep 2022
TODE-Trans: Transparent Object Depth Estimation with Transformer
IEEE International Conference on Robotics and Automation (ICRA), 2022
Kan Chen
Shaochen Wang
Beihao Xia
Dongxu Li
Zheng Kan
Bin Li
ViT
160
29
0
18 Sep 2022
Hybrid Window Attention Based Transformer Architecture for Brain Tumor Segmentation
Himashi Peiris
Munawar Hayat
Zhaolin Chen
Gary Egan
Mehrtash Harandi
MedIm
151
9
0
16 Sep 2022
Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation
Pattern Recognition (Pattern Recogn.), 2022
Gongping Chen
L. Li
Jianxun Zhang
Yu Dai
SSeg
191
127
0
15 Sep 2022
DOMINO: Domain-aware Model Calibration in Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Skylar E. Stolte
Kyle Volle
A. Indahlastari
Alejandro Albizu
A. Woods
Kevin Brink
Matthew Hale
R. Fang
144
5
0
13 Sep 2022
TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Numan Saeed
I. Sobirov
Roba Al Majzoub
Mohammad Yaqub
110
41
0
12 Sep 2022
EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Rand Muhtaseb
Mohammad Yaqub
ViT
145
34
0
09 Sep 2022
Spach Transformer: Spatial and Channel-wise Transformer Based on Local and Global Self-attentions for PET Image Denoising
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Se-In Jang
T. Pan
Ye Li
P. Heidari
Junyu Chen
Shijie Zhao
Kuang Gong
ViT
MedIm
204
50
0
07 Sep 2022
MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation
GigaScience (GigaScience), 2022
Justin Sonneck
Jianxu Chen
VLM
MedIm
251
5
0
06 Sep 2022
Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography
Thomas Z. Li
Kaiwen Xu
Riqiang Gao
Yucheng Tang
Thomas A. Lasko
Fabien Maldonado
K. Sandler
Bennett A. Landman
ViT
MedIm
154
23
0
04 Sep 2022
AutoPET Challenge: Combining nn-Unet with Swin UNETR Augmented by Maximum Intensity Projection Classifier
Lars Heiliger
Zdravko Marinov
Max Hasin
André Ferreira
Jana Fragemann
...
D. Kersting
Victor Alves
Rainer Stiefelhagen
Jan Egger
Jens Kleesiek
97
11
0
02 Sep 2022
NestedFormer: Nested Modality-Aware Transformer for Brain Tumor Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Zhaohu Xing
Lequan Yu
Liang Wan
Tong Han
Lei Zhu
ViT
MedIm
261
114
0
31 Aug 2022
Cats: Complementary CNN and Transformer Encoders for Segmentation
IEEE International Symposium on Biomedical Imaging (ISBI), 2022
Hao Li
Dewei Hu
Han Liu
Jiacheng Wang
I. Oguz
ViT
MedIm
176
24
0
24 Aug 2022
An Efficient Multi-Scale Fusion Network for 3D Organ at Risk (OAR) Segmentation
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
Abhishek Srivastava
Debesh Jha
Elif Keles
B. Aydogan
M. Abazeed
Ulas Bagci
MedIm
121
6
0
15 Aug 2022
A Vision Transformer-Based Approach to Bearing Fault Classification via Vibration Signals
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022
Abid Hasan Zim
Aeyan Ashraf
Aquib Iqbal
Asad U. Malik
Minoru Kuribayashi
90
12
0
15 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis
Zhao-cheng Liu
Qiujie Lv
Ziduo Yang
Yifan Li
Chau Hung Lee
Leizhao Shen
MedIm
386
87
0
13 Aug 2022
OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms
Chinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2022
Jiafan Zhuang
Xiansong Huang
Yang Yang
Jiancong Chen
Yue Yu
Wei-Nan Gao
Ge Li
Jie Chen
Tong Zhang
VLM
347
7
0
11 Aug 2022
3D Vision with Transformers: A Survey
Jean Lahoud
Jiale Cao
Fahad Shahbaz Khan
Hisham Cholakkal
Rao Muhammad Anwer
Salman Khan
Ming-Hsuan Yang
ViT
MedIm
273
43
0
08 Aug 2022
Ensembled Autoencoder Regularization for Multi-Structure Segmentation for Kidney Cancer Treatment
D. J. Hresko
Marek Kurej
J. Gazda
P. Drotár
SSeg
MedIm
54
0
0
08 Aug 2022
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
ViT
MedIm
232
148
0
01 Aug 2022
FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images
IEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Y. Jeon
Hongfei Yang
Mengling Feng
234
5
0
29 Jul 2022
A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation
Frontiers in Neuroscience (Front. Neurosci.), 2022
Liqun Huang
Long Chen
Bai-wen Zhang
S. Chai
MedIm
ViT
260
37
0
28 Jul 2022
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors
Arnaud Boutillon
Pierre-Henri Conze
C. Pons
Valérie Burdin
Bhushan S Borotikar
160
22
0
27 Jul 2022
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model
IEEE Access (IEEE Access), 2022
Reza Azad
Mohammad T. Al-Antary
Moein Heidari
Dorit Merhof
ViT
MedIm
205
118
0
27 Jul 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers
Dwarikanath Mahapatra
SupR
ViT
MedIm
186
5
0
24 Jul 2022
High-Resolution Swin Transformer for Automatic Medical Image Segmentation
Italian National Conference on Sensors (INS), 2022
Chen Wei
Shenghan Ren
Kaitai Guo
Haihong Hu
Jimin Liang
ViT
OOD
MedIm
176
60
0
23 Jul 2022
Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes
Scientific Reports (Sci Rep), 2022
Joomee Song
Juyoung Hahm
Jisoo Lee
Chae Yeon Lim
M. Chung
J. Youn
J. Cho
J. H. Ahn
Kyungsu Kim
88
14
0
23 Jul 2022
Focused Decoding Enables 3D Anatomical Detection by Transformers
Machine Learning for Biomedical Imaging (MLBI), 2022
Bastian Wittmann
Fernando Navarro
Antonio Terpin
Bjoern Menze
ViT
MedIm
204
10
0
21 Jul 2022
Large-Kernel Attention for 3D Medical Image Segmentation
Cognitive Computation (Cogn. Comput.), 2022
Hao Li
Yang Nan
Javier Del Ser
Guang Yang
MedIm
175
37
0
19 Jul 2022
Previous
1
2
3
...
11
12
13
14
Next
Page 12 of 14
Page
of 14
Go
