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UNETR: Transformers for 3D Medical Image Segmentation
v1v2v3 (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
    ViTMedIm
ArXiv (abs)PDFHTML

Papers citing "UNETR: Transformers for 3D Medical Image Segmentation"

50 / 692 papers shown
SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training
SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-trainingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Rongsheng Wang
Fenghe Tang
Qingsong Yao
Rui Yan
Xu Zhang
...
Haoran Lai
Zhiyang He
Xiaodong Tao
Zihang Jiang
S. Kevin Zhou
MedIm
162
0
0
10 Sep 2025
Implicit Shape-Prior for Few-Shot Assisted 3D Segmentation
Implicit Shape-Prior for Few-Shot Assisted 3D Segmentation
Mathilde Monvoisin
Louise Piecuch
Blanche Texier
Cédric Hémon
Anaïs Barateau
Jeremie Huet
A. Nordez
Anne-Sophie Boureau
Jean-Claude Nunes
Diana Mateus
76
0
0
10 Sep 2025
HU-based Foreground Masking for 3D Medical Masked Image Modeling
HU-based Foreground Masking for 3D Medical Masked Image Modeling
Jin Lee
Vu Dang
Gwang-Hyun Yu
Anh Le
Zahid Rahman
Jin-Ho Jang
Heonzoo Lee
Kun-Yung Kim
Jin-Sul Kim
Jin-Young Kim
116
0
0
09 Sep 2025
Does DINOv3 Set a New Medical Vision Standard? Benchmarking 2D and 3D Classification, Segmentation, and Registration
Does DINOv3 Set a New Medical Vision Standard? Benchmarking 2D and 3D Classification, Segmentation, and Registration
Che Liu
Yinda Chen
Haoyuan Shi
Jinpeng Lu
Bailiang Jian
...
Christian Wachinger
James S. Duncan
Daniel Rueckert
Wenjia Bai
Rossella Arcucci
MedIm
213
9
0
08 Sep 2025
MedDINOv3: How to adapt vision foundation models for medical image segmentation?
MedDINOv3: How to adapt vision foundation models for medical image segmentation?
Yuheng Li
Yizhou Wu
Yuxiang Lai
Mingzhe Hu
Xiaofeng Yang
MedIm
297
9
0
02 Sep 2025
Anisotropic Fourier Features for Positional Encoding in Medical Imaging
Anisotropic Fourier Features for Positional Encoding in Medical Imaging
Nabil Jabareen
Dongsheng Yuan
Dingming Liu
Foo-Wei Ten
Sören Lukassen
OOD
39
0
0
02 Sep 2025
MSA2-Net: Utilizing Self-Adaptive Convolution Module to Extract Multi-Scale Information in Medical Image Segmentation
MSA2-Net: Utilizing Self-Adaptive Convolution Module to Extract Multi-Scale Information in Medical Image Segmentation
Chao Deng
Xiaosen Li
Xiao Qin
159
0
0
01 Sep 2025
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models?
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models?Social Science Research Network (SSRN), 2025
Fatemeh Ziaeetabar
120
0
0
25 Aug 2025
LGMSNet: Thinning a medical image segmentation model via dual-level multiscale fusion
LGMSNet: Thinning a medical image segmentation model via dual-level multiscale fusion
Chengqi Dong
Fenghe Tang
Rongge Mao
Xinpei Gao
S.Kevin Zhou
MedIm
124
0
0
21 Aug 2025
Predicting brain tumour enhancement from non-contrast MR imaging with artificial intelligence
Predicting brain tumour enhancement from non-contrast MR imaging with artificial intelligence
James K. Ruffle
Samia Mohinta
Guilherme Pombo
Asthik Biswas
Alan Campbell
...
Dermot Mallon
Stephanie Owen
Sophie Wilkinson
Sebastian Brandner
P. Nachev
95
1
0
19 Aug 2025
Towards Comprehensive Cellular Characterisation of H&E slides
Towards Comprehensive Cellular Characterisation of H&E slides
Benjamin Adjadj
Pierre-Antoine Bannier
Guillaume Horent
Sebastien Mandela
Aurore Lyon
...
Reda Belbahri
Benoît Schmauch
Eric Durand
Katharina Von Loga
Lucie Gillet
VLM
128
2
0
13 Aug 2025
ASM-UNet: Adaptive Scan Mamba Integrating Group Commonalities and Individual Variations for Fine-Grained Segmentation
ASM-UNet: Adaptive Scan Mamba Integrating Group Commonalities and Individual Variations for Fine-Grained Segmentation
Bo Wang
Mengyuan Xu
Yue Yan
Yuqun Yang
Kechen Shu
Wei Ping
Xu Tang
Wei Jiang
Zheng You
Mamba
135
0
0
10 Aug 2025
SAGCNet: Spatial-Aware Graph Completion Network for Missing Slice Imputation in Population CMR Imaging
SAGCNet: Spatial-Aware Graph Completion Network for Missing Slice Imputation in Population CMR ImagingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Junkai Liu
N. Aung
Theodoros N. Arvanitis
Stefan K. Piechnik
Joao A C Lima
Steffen E. Petersen
Le Zhang
MedIm
123
0
0
09 Aug 2025
ERDES: A Benchmark Video Dataset for Retinal Detachment and Macular Status Classification in Ocular Ultrasound
ERDES: A Benchmark Video Dataset for Retinal Detachment and Macular Status Classification in Ocular Ultrasound
Pouyan Navard
Yasemin Ozkut
S. Adhikari
Elaine Situ-LaCasse
Josie Acuña
Adrienne Yarnish
Alper Yilmaz
48
0
0
05 Aug 2025
IAUNet: Instance-Aware U-Net
IAUNet: Instance-Aware U-Net
Yaroslav Prytula
Illia Tsiporenko
Ali Zeynalli
Dmytro Fishman
SSeg
224
0
0
03 Aug 2025
Learning Semantic Directions for Feature Augmentation in Domain-Generalized Medical Segmentation
Learning Semantic Directions for Feature Augmentation in Domain-Generalized Medical Segmentation
Yingkai Wang
Yaoyao Zhu
Xiuding Cai
Yuhao Xiao
Haotian Wu
Yu Yao
OOD
178
0
0
31 Jul 2025
Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2
Towards Affordable Tumor Segmentation and Visualization for 3D Breast MRI Using SAM2
Solha Kang
Eugene Kim
J. Vankerschaver
Utku Ozbulak
136
0
0
31 Jul 2025
Rethink Domain Generalization in Heterogeneous Sequence MRI Segmentation
Rethink Domain Generalization in Heterogeneous Sequence MRI Segmentation
Zheyuan Zhang
Linkai Peng
Wanying Dou
Cuiling Sun
Halil Ertugrul Aktas
Andrea Mia Bejar
Elif Keles
Gorkem Durak
Ulas Bagci
OOD
207
0
0
30 Jul 2025
Advancing Fetal Ultrasound Image Quality Assessment in Low-Resource Settings
Advancing Fetal Ultrasound Image Quality Assessment in Low-Resource Settings
Dongli He
Hu Wang
Mohammad Yaqub
105
0
0
30 Jul 2025
Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment
Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment
Yuzhen Gao
Qianqian Wang
Yongheng Sun
C. Wang
Yongquan Liang
Mingxia Liu
161
0
0
30 Jul 2025
M-Net: MRI Brain Tumor Sequential Segmentation Network via Mesh-Cast
M-Net: MRI Brain Tumor Sequential Segmentation Network via Mesh-Cast
Jiacheng Lu
Hui Ding
Shiyu Zhang
Guoping Huo
200
1
0
28 Jul 2025
A Self-training Framework for Semi-supervised Pulmonary Vessel Segmentation and Its Application in COPD
A Self-training Framework for Semi-supervised Pulmonary Vessel Segmentation and Its Application in COPDJournal of X-Ray Science and Technology (JXST), 2025
Shuiqing Zhao
Meihuan Wang
Jiaxuan Xu
Jie Feng
W. Qian
Rongchang Chen
Zhenyu Liang
Shouliang Qi
Yanan Wu
102
0
0
25 Jul 2025
Differential-UMamba: Rethinking Tumor Segmentation Under Limited Data Scenarios
Differential-UMamba: Rethinking Tumor Segmentation Under Limited Data Scenarios
Dhruv Jain
R. Modzelewski
Romain Hérault
Clément Chatelain
Eva Torfeh
S. Thureau
Mamba
147
1
0
24 Jul 2025
MLRU++: Multiscale Lightweight Residual UNETR++ with Attention for Efficient 3D Medical Image Segmentation
MLRU++: Multiscale Lightweight Residual UNETR++ with Attention for Efficient 3D Medical Image Segmentation
Nand Kumar Yadav
Rodrigue Rizk
William CW Chen
KC Santosh
228
2
0
22 Jul 2025
A Study of Anatomical Priors for Deep Learning-Based Segmentation of Pheochromocytoma in Abdominal CT
A Study of Anatomical Priors for Deep Learning-Based Segmentation of Pheochromocytoma in Abdominal CT
Tanjin Taher Toma
T. Mathai
Bikash Santra
Pritam Mukherjee
Jianfei Liu
...
M. Patel
Darko Pucar
Jayadira del Rivero
Karel Pacak
Ronald M. Summers
154
0
0
21 Jul 2025
Depth-Sequence Transformer (DST) for Segment-Specific ICA Calcification Mapping on Non-Contrast CT
Depth-Sequence Transformer (DST) for Segment-Specific ICA Calcification Mapping on Non-Contrast CT
Xiangjian Hou
Ebru Yaman Akcicek
Xin Wang
Kazem Hashemizadeh
Scott Mcnally
Chun Yuan
Xiaodong Ma
175
0
0
10 Jul 2025
PhenoBench: A Comprehensive Benchmark for Cell Phenotyping
PhenoBench: A Comprehensive Benchmark for Cell Phenotyping
Fabian H. Reith
Claudia Winklmayr
Jerome Luescher
Nora Koreuber
Jannik Franzen
Elias Baumann
Christian M. Schuerch
Dagmar Kainmueller
J. L. Rumberger
331
0
0
04 Jul 2025
Calibrated Self-supervised Vision Transformers Improve Intracranial Arterial Calcification Segmentation from Clinical CT Head Scans
Calibrated Self-supervised Vision Transformers Improve Intracranial Arterial Calcification Segmentation from Clinical CT Head Scans
Benjamin Jin
Grant Mair
Joanna M. Wardlaw
M. V. Valdés Hernández
150
0
0
02 Jul 2025
Multi-encoder nnU-Net outperforms transformer models with self-supervised pretraining
Multi-encoder nnU-Net outperforms transformer models with self-supervised pretraining
Seyedeh Sahar Taheri Otaghsara
Reza Rahmanzadeh
ViT
307
0
0
01 Jul 2025
FedRef: Communication-Efficient Bayesian Fine-Tuning using a Reference Model
FedRef: Communication-Efficient Bayesian Fine-Tuning using a Reference Model
Taehwan Yoon
Bongjun Choi
Wesley De Neve
FedML
175
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0
29 Jun 2025
From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios
From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios
Changliang Xia
Chengyou Jia
Zhuohang Dang
Minnan Luo
Zhihui Li
Xiaojun Chang
DiffMOffRL
259
1
0
25 Jun 2025
Prompt-based Dynamic Token Pruning for Efficient Segmentation of Medical Images
Prompt-based Dynamic Token Pruning for Efficient Segmentation of Medical Images
Pallabi Dutta
Anubhab Maity
S. Mitra
MedIm
228
0
0
19 Jun 2025
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
Syed Haider Ali
Asrar Ahmad
Muhammad Ali
Asifullah Khan
Muhammad Shahban
146
0
0
18 Jun 2025
Improving Prostate Gland Segmenting Using Transformer based Architectures
Improving Prostate Gland Segmenting Using Transformer based Architectures
Shatha Abudalou
132
1
0
16 Jun 2025
Foundation Models in Medical Imaging: A Review and Outlook
Foundation Models in Medical Imaging: A Review and Outlook
Vivien van Veldhuizen
Vanessa Botha
C. Lu
Melis Erdal Cesur
Kevin Groot Lipman
...
Cees Snoek
Lodewyk Wessels
Ritse Mann
Eric Marcus
Jonas Teuwen
MedImVLMAI4CE
461
2
0
10 Jun 2025
Query Nearby: Offset-Adjusted Mask2Former enhances small-organ segmentation
Query Nearby: Offset-Adjusted Mask2Former enhances small-organ segmentation
Xin Zhang
Dongdong Meng
Sheng Li
MedIm
182
0
0
06 Jun 2025
LinGuinE: Longitudinal Guidance Estimation for Volumetric Lung Tumour Segmentation
LinGuinE: Longitudinal Guidance Estimation for Volumetric Lung Tumour Segmentation
Nadine Garibli
Mayank Patwari
Bence Csiba
Yi Wei
Kostas Sidiropoulos
94
0
0
06 Jun 2025
EfficientQuant: An Efficient Post-Training Quantization for CNN-Transformer Hybrid Models on Edge Devices
EfficientQuant: An Efficient Post-Training Quantization for CNN-Transformer Hybrid Models on Edge Devices
Shaibal Saha
Lanyu Xu
MQ
201
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0
05 Jun 2025
DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling
Hangyu Ji
Mamba
294
0
0
05 Jun 2025
A Comprehensive Study on Medical Image Segmentation using Deep Neural Networks
A Comprehensive Study on Medical Image Segmentation using Deep Neural NetworksInternational Journal of Advanced Computer Science and Applications (IJACSA), 2025
Loan Dao
Ngoc Quoc Ly
300
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0
04 Jun 2025
A versatile foundation model for cine cardiac magnetic resonance image analysis tasks
A versatile foundation model for cine cardiac magnetic resonance image analysis tasks
Yunguan Fu
Weixi Yi
Weixi Yi
C. Manisty
A. Bhuva
T. Treibel
James C. Moon
Matthew J. Clarkson
R. Davies
Yipeng Hu
VGenMedIm
122
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31 May 2025
Bridging Classical and Modern Computer Vision: PerceptiveNet for Tree Crown Semantic Segmentation
Bridging Classical and Modern Computer Vision: PerceptiveNet for Tree Crown Semantic Segmentation
Georgios Voulgaris
127
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Rep3D: Re-parameterize Large 3D Kernels with Low-Rank Receptive Modeling for Medical Imaging
Rep3D: Re-parameterize Large 3D Kernels with Low-Rank Receptive Modeling for Medical Imaging
Ho Hin Lee
Quan Liu
Shunxing Bao
Yuankai Huo
Bennett A. Landman
MedIm
156
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26 May 2025
MSLAU-Net: A Hybird CNN-Transformer Network for Medical Image Segmentation
MSLAU-Net: A Hybird CNN-Transformer Network for Medical Image Segmentation
Libin Lan
Yanxin Li
Xiaojuan Liu
Juan Zhou
Jianxun Zhang
Nannan Huang
Yudong Zhang
ViTMedIm
251
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24 May 2025
TK-Mamba: Marrying KAN With Mamba for Text-Driven 3D Medical Image Segmentation
TK-Mamba: Marrying KAN With Mamba for Text-Driven 3D Medical Image Segmentation
Haoyu Yang
Yuxiang Cai
Meixing Shi
Xuhong Zhang
Jintao Chen
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Wenhui Lei
Yankai Jiang
Xiaoming Shi
Yankai Jiang
Jianwei Yin
Mamba
408
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24 May 2025
FreqU-FNet: Frequency-Aware U-Net for Imbalanced Medical Image Segmentation
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Ruiqi Xing
324
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Weakly-supervised Mamba-Based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Using 3D T-Distribution Loss
Weakly-supervised Mamba-Based Mastoidectomy Shape Prediction for Cochlear Implant Surgery Using 3D T-Distribution Loss
Yike Zhang
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364
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SAMba-UNet: SAM2-Mamba UNet for Cardiac MRI in Medical Robotic Perception
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Guohao Huo
Ruiting Dai
Hao Tang
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Mamba
360
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TAGS: 3D Tumor-Adaptive Guidance for SAM
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Sirui Li
Linkai Peng
Zheyuan Zhang
Gorkem Durak
Ulas Bagci
MedImVLM
444
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MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image Segmentation
MedVKAN: Efficient Feature Extraction with Mamba and KAN for Medical Image SegmentationBiomedical Signal Processing and Control (BSPC), 2025
Hancan Zhu
Jinhao Chen
Guanghua He
Mamba
383
2
0
17 May 2025
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