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
FNOSeg3D: Resolution-Robust 3D Image Segmentation with Fourier Neural Operator
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Ken C. L. Wong
Hongzhi Wang
Tanveer Syeda-Mahmood
143
4
0
05 Oct 2023
HartleyMHA: Self-Attention in Frequency Domain for Resolution-Robust and Parameter-Efficient 3D Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Ken C. L. Wong
Hongzhi Wang
Tanveer Syeda-Mahmood
144
2
0
05 Oct 2023
TransRadar: Adaptive-Directional Transformer for Real-Time Multi-View Radar Semantic Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Yahia Dalbah
Jean Lahoud
Hisham Cholakkal
249
14
0
03 Oct 2023
DeformUX-Net: Exploring a 3D Foundation Backbone for Medical Image Segmentation with Depthwise Deformable Convolution
Ho Hin Lee
Quan Liu
Qi Yang
Xin Yu
Shunxing Bao
Yuankai Huo
Bennett A. Landman
MedIm
364
3
0
30 Sep 2023
Channel Vision Transformers: An Image Is Worth 1 x 16 x 16 Words
International Conference on Learning Representations (ICLR), 2023
Yu Bao
Srinivasan Sivanandan
Theofanis Karaletsos
ViT
489
40
0
28 Sep 2023
APIS: A paired CT-MRI dataset for ischemic stroke segmentation challenge
Scientific Reports (Sci Rep), 2023
Santiago Gómez
Daniela S. Mantilla
G. Garzón
Edgar Rangel
Andres Ortiz
Franklin Sierra-Jerez
Fabio Martínez
126
14
0
26 Sep 2023
Benchmarking Encoder-Decoder Architectures for Biplanar X-ray to 3D Shape Reconstruction
Neural Information Processing Systems (NeurIPS), 2023
M. Shakya
Bishesh Khanal
173
2
0
24 Sep 2023
Synthetic Boost: Leveraging Synthetic Data for Enhanced Vision-Language Segmentation in Echocardiography
Rabin Adhikari
Manish Dhakal
Safal Thapaliya
K. Poudel
Prasiddha Bhandari
Bishesh Khanal
215
8
0
22 Sep 2023
More complex encoder is not all you need
Weibin Yang
Longwei Xu
Pengwei Wang
Dehua Geng
Yusong Li
Mingyuan Xu
Zhiqi Dong
MedIm
200
1
0
20 Sep 2023
Integration of Swin UNETR and statistical shape modeling for a semi-automated segmentation of the knee and biomechanical modeling of articular cartilage
Scientific Reports (Sci Rep), 2023
Reza Kakavand
Mehrdad Palizi
Peyman Tahghighi
Reza Ahmadi
Neha Gianchandani
S. Adeeb
Roberto Souza
W. B. Edwards
Amin Komeili
78
7
0
18 Sep 2023
CLIPUNetr: Assisting Human-robot Interface for Uncalibrated Visual Servoing Control with CLIP-driven Referring Expression Segmentation
IEEE International Conference on Robotics and Automation (ICRA), 2023
Chen Jiang
Yuchen Yang
Martin Jägersand
198
3
0
17 Sep 2023
Towards Safer Robot-Assisted Surgery: A Markerless Augmented Reality Framework
Neural Networks (Neural Netw.), 2023
Ziyang Chen
Laura Cruciani
Ke Fan
Matteo Fontana
E. Lievore
O. de Cobelli
G. Musi
G. Ferrigno
Elena De Momi
216
9
0
14 Sep 2023
UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training
Jiayu Lei
Lisong Dai
Haoyun Jiang
Chaoyi Wu
Xiaoman Zhang
...
Weidi Xie
Yanyong Zhang
Yuehua Li
Ya Zhang
Yanfeng Wang
195
15
0
13 Sep 2023
Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation
Conference on Multimedia Modeling (MMM), 2023
Yixing Lu
Zhaoxin Fan
Min Xu
178
1
0
12 Sep 2023
Enhancing Hierarchical Transformers for Whole Brain Segmentation with Intracranial Measurements Integration
Xin Yu
Yucheng Tang
Qi Yang
Ho Hin Lee
Shunxing Bao
Yuankai Huo
Bennett A. Landman
422
3
0
08 Sep 2023
SAM3D: Segment Anything Model in Volumetric Medical Images
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Nhat-Tan Bui
Dinh-Hieu Hoang
Minh-Triet Tran
Gianfranco Doretto
Donald Adjeroh
Brijesh Patel
Arabinda Choudhary
Ngan Le
MedIm
445
68
0
07 Sep 2023
Multi-dimension unified Swin Transformer for 3D Lesion Segmentation in Multiple Anatomical Locations
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Shaoyan Pan
Yiqiao Liu
Sarah Halek
M. Tomaszewski
Shubing Wang
R. Baumgartner
Jianda Yuan
G. Goldmacher
Antong Chen
MedIm
122
2
0
04 Sep 2023
Leveraging Self-Supervised Vision Transformers for Segmentation-based Transfer Function Design
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2023
Dominik Engel
Leon Sick
Timo Ropinski
ViT
266
0
0
04 Sep 2023
Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Reza Azad
Leon Niggemeier
Michael Huttemann
Amirhossein Kazerouni
Ehsan Khodapanah Aghdam
Yury Velichko
Ulas Bagci
Dorit Merhof
MedIm
305
118
0
31 Aug 2023
Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Reza Azad
Amirhossein Kazerouni
Babak Azad
Ehsan Khodapanah Aghdam
Yury Velichko
Ulas Bagci
Dorit Merhof
ViT
MedIm
285
28
0
31 Aug 2023
Towards Optimal Patch Size in Vision Transformers for Tumor Segmentation
Ramtin Mojtahedi
M. Hamghalam
Richard K G Do
Amber L. Simpson
ViT
MedIm
183
9
0
31 Aug 2023
Attention-based CT Scan Interpolation for Lesion Segmentation of Colorectal Liver Metastases
M. Hamghalam
Richard K G Do
Amber L. Simpson
MedIm
211
6
0
30 Aug 2023
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Chengyin Li
Prashant Khanduri
Yao Qiang
Rafi Ibn Sultan
I. Chetty
D. Zhu
MedIm
394
23
0
28 Aug 2023
Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN Encoders
Khaled Alrfou
Tian Zhao
Amir Kordijazi
ViT
148
9
0
26 Aug 2023
BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset
Biao Wu
Yutong Xie
Zeyu Zhang
Jinchao Ge
K. Yaxley
Suzan Bahadir
Qi Wu
Yifan Liu
Minh-Son To
254
42
0
22 Aug 2023
DOMINO++: Domain-aware Loss Regularization for Deep Learning Generalizability
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Skylar E. Stolte
Kyle Volle
A. Indahlastari
Alejandro Albizu
A. Woods
Kevin Brink
Matthew Hale
R. Fang
174
2
0
21 Aug 2023
Learning Multiscale Consistency for Self-supervised Electron Microscopy Instance Segmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Yinda Chen
Wei-Ping Huang
Xiaoyu Liu
Shiyu Deng
Qi Chen
Zhiwei Xiong
280
26
0
19 Aug 2023
Can ultrasound confidence maps predict sonographers' labeling variability?
Vanessa Gonzalez Duque
Leonhard Zirus
Yordanka Velikova
Nassir Navab
Diana Mateus
185
0
0
18 Aug 2023
Learning to In-paint: Domain Adaptive Shape Completion for 3D Organ Segmentation
Mingjin Chen
Yongkang He
Yongyi Lu
Zhi-Yi Yang
MedIm
229
1
0
17 Aug 2023
Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models
International Conference on Medical Imaging with Deep Learning (MIDL), 2023
K. Poudel
Manish Dhakal
Prasiddha Bhandari
Rabin Adhikari
Safal Thapaliya
Bishesh Khanal
VLM
564
32
0
15 Aug 2023
CATS v2: Hybrid encoders for robust medical segmentation
Hao Li
Han Liu
Dewei Hu
Xing Yao
Jiacheng Wang
I. Oguz
MedIm
ViT
179
3
0
11 Aug 2023
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation
Annual Conference on Medical Image Understanding and Analysis (MIUA), 2023
Jay N. Paranjape
Nithin Gopalakrishnan Nair
S. Sikder
S. Vedula
Vishal M. Patel
MedIm
203
58
0
07 Aug 2023
Microvasculature Segmentation in Human BioMolecular Atlas Program (HuBMAP)
Youssef Sultan
Yongqiang Wang
J. Scanlon
Lisa D'lima
SSeg
55
1
0
06 Aug 2023
Boundary Difference Over Union Loss For Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
F. Sun
Zhiming Luo
Shaozi Li
141
34
0
01 Aug 2023
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Heng Cai
Lei Qi
Qian Yu
Yinghuan Shi
Yang Gao
205
19
0
30 Jul 2023
ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class Embedding
ACM Multimedia (ACM MM), 2023
Zihan Li
Yuan Zheng
Xiangde Luo
Dandan Shan
Qingqi Hong
236
35
0
30 Jul 2023
Multi-layer Aggregation as a key to feature-based OOD detection
Benjamin Lambert
Florence Forbes
Senan Doyle
M. Dojat
186
7
0
28 Jul 2023
AViT: Adapting Vision Transformers for Small Skin Lesion Segmentation Datasets
Siyi Du
Nourhan Bayasi
Ghassan Hamarneh
Rafeef Garbi
ViT
261
8
0
26 Jul 2023
Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines
A. Jaus
C. Seibold
Kelsey Hermann
Alexandra Walter
K. Giske
Johannes Haubold
Jens Kleesiek
Rainer Stiefelhagen
226
24
0
25 Jul 2023
Spatiotemporal Modeling Encounters 3D Medical Image Analysis: Slice-Shift UNet with Multi-View Fusion
International Conference on Machine Vision and Applications (ICMVA), 2023
C. Ugwu
S. Casarin
Oswald Lanz
183
0
0
24 Jul 2023
Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment
Tao Wang
Zhongzheng Huang
Jiawei Wu
Yuanzheng Cai
Zuoyong Li
OOD
247
6
0
24 Jul 2023
SwinMM: Masked Multi-view with Swin Transformers for 3D Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Yiqing Wang
Zihan Li
Jieru Mei
Zi-Ying Wei
Li Liu
Chen Wang
Shengtian Sang
Alan Yuille
Cihang Xie
Yuyin Zhou
ViT
MedIm
149
57
0
24 Jul 2023
SwIPE: Efficient and Robust Medical Image Segmentation with Implicit Patch Embeddings
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Yejia Zhang
Pengfei Gu
Nishchal Sapkota
Da Chen
260
9
0
23 Jul 2023
Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction
Shanlin Sun
Thanh-Tung Le
Chenyu You
Hao Tang
Kun Han
Haoyu Ma
Deying Kong
Xiangyi Yan
Xiaohui Xie
3DV
129
4
0
23 Jul 2023
Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image Segmentation
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2023
Yafei Zhang
Zhiyuan Li
Huafeng Li
Dapeng Tao
188
3
0
22 Jul 2023
Pick the Best Pre-trained Model: Towards Transferability Estimation for Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Yuncheng Yang
Meng Wei
Junjun He
J. Yang
Jin Ye
Yun Gu
178
9
0
22 Jul 2023
Revisiting Fine-Tuning Strategies for Self-supervised Medical Imaging Analysis
Muhammad Osama Khan
Yi Fang
246
4
0
20 Jul 2023
Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Asif Hanif
Muzammal Naseer
Salman Khan
M. Shah
Fahad Shahbaz Khan
AAML
OOD
220
5
0
14 Jul 2023
3D Medical Image Segmentation based on multi-scale MPU-Net
Zeqiu Yu
Shuo Han
Ziheng Song
3DV
215
6
0
11 Jul 2023
Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray images
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Yishan Zhong
Mengqiu Xu
Kongming Liang
Kaixin Chen
Ming Wu
157
41
0
08 Jul 2023
Previous
1
2
3
...
8
9
10
...
12
13
14
Next
