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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
Clinical Inspired MRI Lesion Segmentation
Clinical Inspired MRI Lesion SegmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2025
Lijun Yan
Churan Wang
Fangwei Zhong
Yizhou Wang
224
3
0
22 Feb 2025
DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation
DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2024
Qihang Xie
Mengguo Guo
Lei Mou
Dan Zhang
Da Chen
Caifeng Shan
Yitian Zhao
Ruisheng Su
Jiong Zhang
311
6
0
21 Feb 2025
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image Segmentation
E2ENet: Dynamic Sparse Feature Fusion for Accurate and Efficient 3D Medical Image SegmentationNeural Information Processing Systems (NeurIPS), 2023
Boqian Wu
Q. Xiao
Shiwei Liu
Lu Yin
Mykola Pechenizkiy
Decebal Constantin Mocanu
M. V. Keulen
Elena Mocanu
MedIm
332
14
0
20 Feb 2025
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation
Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation
Bin Xie
Hao Tang
Dawen Cai
Yan Yan
Gady Agam
MedImVLM
591
10
0
02 Feb 2025
Motion-enhanced Cardiac Anatomy Segmentation via an Insertable Temporal Attention Module
Motion-enhanced Cardiac Anatomy Segmentation via an Insertable Temporal Attention Module
M. Hasan
Guang Yang
Choon Hwai Yap
263
0
0
24 Jan 2025
GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ Segmentation
GAMED-Snake: Gradient-aware Adaptive Momentum Evolution Deep Snake Model for Multi-organ Segmentation
Ruicheng Zhang
Haowei Guo
Zeyu Zhang
Puxin Yan
Shen Zhao
407
9
0
22 Jan 2025
A generalizable 3D framework and model for self-supervised learning in medical imaging
A generalizable 3D framework and model for self-supervised learning in medical imaging
Tony Xu
Sepehr Hosseini
Chris Anderson
Anthony Rinaldi
Rahul G. Krishnan
Anne L. Martel
Maged Goubran
MedIm
324
11
0
20 Jan 2025
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation
Xingxin He
Yifan Hu
Zhaoye Zhou
Mohamed Jarraya
Fang Liu
VLMMedIm
298
5
0
17 Jan 2025
Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical Imaging
Self Pre-training with Adaptive Mask Autoencoders for Variable-Contrast 3D Medical ImagingIEEE International Symposium on Biomedical Imaging (ISBI), 2025
Badhan Kumar Das
Gengyan Zhao
Han Liu
Thomas J. Re
Dorin Comaniciu
Eli Gibson
Andreas Maier
ViTMedIm
205
2
0
15 Jan 2025
Open-Source Manually Annotated Vocal Tract Database for Automatic Segmentation from 3D MRI Using Deep Learning: Benchmarking 2D and 3D Convolutional and Transformer Networks
Open-Source Manually Annotated Vocal Tract Database for Automatic Segmentation from 3D MRI Using Deep Learning: Benchmarking 2D and 3D Convolutional and Transformer NetworksJournal of Voice (J Voice), 2025
Subin Erattakulangara
Karthika Kelat
Katie Burnham
Rachel Balbi
Sarah E. Gerard
David Meyer
Sajan Goud Lingala
180
3
0
08 Jan 2025
LoVA: Long-form Video-to-Audio Generation
LoVA: Long-form Video-to-Audio GenerationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Xin Cheng
Xihua Wang
Yihan Wu
Yuyue Wang
Ruihua Song
VGenDiffM
265
15
0
31 Dec 2024
PT: A Plain Transformer is Good Hospital Readmission Predictor
PT: A Plain Transformer is Good Hospital Readmission Predictor
Zhenyi Fan
Jiaqi Li
Dongyu Luo
Yuqi Yuan
306
0
0
17 Dec 2024
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image
  Segmentation
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image SegmentationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Sucheng Ren
Xiaomeng Li
MedIm
273
11
0
16 Dec 2024
SegHeD+: Segmentation of Heterogeneous Data for Multiple Sclerosis
  Lesions with Anatomical Constraints and Lesion-aware Augmentation
SegHeD+: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints and Lesion-aware Augmentation
Berke Doga Basaran
Paul M. Matthews
Wenjia Bai
280
0
0
14 Dec 2024
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp
  Segmentation
SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Tapas Kumar Dutta
Snehashis Majhi
Deepak Ranjan Nayak
Debesh Jha
Mamba
291
9
0
11 Dec 2024
A4-Unet: Deformable Multi-Scale Attention Network for Brain Tumor
  Segmentation
A4-Unet: Deformable Multi-Scale Attention Network for Brain Tumor SegmentationIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Ruoxin Wang
Tianyi Tang
Haiming Du
Yuxuan Cheng
Yu Wang
Lingjie Yang
Xiaohui Duan
Yunfang Yu
Yu Zhou
Donglong Chen
315
1
0
08 Dec 2024
vesselFM: A Foundation Model for Universal 3D Blood Vessel Segmentation
vesselFM: A Foundation Model for Universal 3D Blood Vessel SegmentationComputer Vision and Pattern Recognition (CVPR), 2024
Bastian Wittmann
Yannick Wattenberg
Tamaz Amiranashvili
Antonio Terpin
Bjoern Menze
414
7
0
26 Nov 2024
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2024
Chanyoung Kim
Dayun Ju
Woojung Han
Ming-Hsuan Yang
Seong Jae Hwang
VLMVOS
776
8
0
26 Nov 2024
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation
  with Modality-Conditioned Text Embedding and Alternating Training
MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating TrainingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Chengyin Li
Hui Zhu
Rafi Ibn Sultan
H. Bagher-Ebadian
Prashant Khanduri
Chetty Indrin
Kundan Thind
Dongxiao Zhu
MedIm
332
5
0
23 Nov 2024
CP-UNet: Contour-based Probabilistic Model for Medical Ultrasound Images
  Segmentation
CP-UNet: Contour-based Probabilistic Model for Medical Ultrasound Images Segmentation
Ruiguo Yu
Yiyang Zhang
Yuan Tian
Zhiqiang Liu
Xuewei Li
Jie Gao
205
1
0
21 Nov 2024
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation
  Guided Correspondence Flow Network
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow NetworkIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Delin An
Pengfei Gu
Milan Sonka
Chaoli Wang
Benlin Liu
284
3
0
21 Nov 2024
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention
Xiwei Liu
Min Xu
Qirong Ho
MedIm
257
0
0
16 Nov 2024
MLV$^2$-Net: Rater-Based Majority-Label Voting for Consistent Meningeal
  Lymphatic Vessel Segmentation
MLV2^22-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel Segmentation
Fabian Bongratz
Markus Karmann
Adrian Holz
Moritz Bonhoeffer
Viktor Neumaier
...
Claus Zimmer
C. Sorg
Melissa Thalhammer
D. Hedderich
Christian Wachinger
138
0
0
13 Nov 2024
Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation
Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation
Zhaorui Tan
Xi Yang
Tan Pan
Tianyi Liu
Chen Jiang
...
Qiufeng Wang
Anh Nguyen
Yuan Qi
K. Huang
Yuan Cheng
AI4CELM&MA
469
1
0
09 Nov 2024
TransUNext: towards a more advanced U-shaped framework for automatic
  vessel segmentation in the fundus image
TransUNext: towards a more advanced U-shaped framework for automatic vessel segmentation in the fundus image
Xiang Li
Mingsi Liu
Lixin Duan
ViTMedIm
221
0
0
05 Nov 2024
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal
Xiujin Zhu
Chee-Onn Chow
Joon Huang Chuah
Mamba
469
1
0
05 Nov 2024
A lightweight Convolutional Neural Network based on U shape structure
  and Attention Mechanism for Anterior Mediastinum Segmentation
A lightweight Convolutional Neural Network based on U shape structure and Attention Mechanism for Anterior Mediastinum Segmentation
Sina Soleimani-Fard
Won Gi Jeong
Francis Ferri Ripalda
Hasti Sasani
Younhee Choi
S Deiva
Gong Yong Jin
Seok-bum Ko
235
0
0
01 Nov 2024
Topology and Intersection-Union Constrained Loss Function for
  Multi-Region Anatomical Segmentation in Ocular Images
Topology and Intersection-Union Constrained Loss Function for Multi-Region Anatomical Segmentation in Ocular Images
Ruiyu Xia
Jianqiang Li
Xi Xu
Guanghui Fu
209
1
0
01 Nov 2024
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for
  Medical Image Segmentation
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image Segmentation
Yufeng Jiang
Zongxi Li
Xiangyan Chen
Haoran Xie
Jing Cai
Mamba
289
8
0
31 Oct 2024
EchoFM: Foundation Model for Generalizable Echocardiogram Analysis
EchoFM: Foundation Model for Generalizable Echocardiogram AnalysisIEEE Transactions on Medical Imaging (IEEE TMI), 2024
Sekeun Kim
Pengfei Jin
Qing Xiao
Cheng Chen
Yiwei Li
Hui Ren
Xiang Li
Tianming Liu
Quanzheng Li
265
6
0
30 Oct 2024
Compositional Segmentation of Cardiac Images Leveraging Metadata
Compositional Segmentation of Cardiac Images Leveraging MetadataIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Abbas Khan
Muhammad Asad
Ziquan Liu
C. Roney
Gregory Slabaugh
210
1
0
30 Oct 2024
MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for
  Efficient and Interpretable Medical Image Segmentation
MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation
Ovais Iqbal Shah
Danish Raza Rizvi
Aqib Nazir Mir
ViTMedIm
500
1
0
29 Oct 2024
FANCL: Feature-Guided Attention Network with Curriculum Learning for
  Brain Metastases Segmentation
FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases Segmentation
Zijiang Liu
Xiaoyu Liu
Linhao Qu
Yonghong Shi
MedIm
267
1
0
29 Oct 2024
Advancing Efficient Brain Tumor Multi-Class Classification -- New
  Insights from the Vision Mamba Model in Transfer Learning
Advancing Efficient Brain Tumor Multi-Class Classification -- New Insights from the Vision Mamba Model in Transfer Learning
Yinyi Lai
Anbo Cao
Yuan Gao
Jiaqi Shang
Zongyu Li
Jia Guo
Mamba
238
8
0
29 Oct 2024
SFB-net for cardiac segmentation: Bridging the semantic gap with
  attention
SFB-net for cardiac segmentation: Bridging the semantic gap with attentionIEEE International Symposium on Biomedical Imaging (ISBI), 2023
Nicolas Portal
Nadjia Kachenoura
Thomas Dietenbeck
Catherine Achard
177
1
0
24 Oct 2024
Taming Mambas for Voxel Level 3D Medical Image Segmentation
Taming Mambas for Voxel Level 3D Medical Image Segmentation
Luca Lumetti
Vittorio Pipoli
Kevin Marchesini
Elisa Ficarra
C. Grana
Federico Bolelli
MedImMamba
166
0
0
20 Oct 2024
Improving 3D Medical Image Segmentation at Boundary Regions using Local
  Self-attention and Global Volume Mixing
Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume MixingIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024
Daniya Najiha Abdul Kareem
Mustansar Fiaz
Noa Novershtern
Jacob Hanna
Hisham Cholakkal
213
5
0
20 Oct 2024
UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage
  Segmentation with Sparsely Annotated Data
UniCoN: Universal Conditional Networks for Multi-Age Embryonic Cartilage Segmentation with Sparsely Annotated Data
Nishchal Sapkota
Yejia Zhang
Zihao Zhao
Maria Gomez
Yuhan Hsi
...
Meng Wu
E. Jabs
J. Richtsmeier
S. M. Perrine
Benlin Liu
AI4CE
162
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0
16 Oct 2024
UMambaAdj: Advancing GTV Segmentation for Head and Neck Cancer in
  MRI-Guided RT with UMamba and nnU-Net ResEnc Planner
UMambaAdj: Advancing GTV Segmentation for Head and Neck Cancer in MRI-Guided RT with UMamba and nnU-Net ResEnc Planner
Jintao Ren
Kim Hochreuter
Jesper Folsted Kallehauge
Stine Korreman
Mamba
94
1
0
16 Oct 2024
EchoApex: A General-Purpose Vision Foundation Model for Echocardiography
EchoApex: A General-Purpose Vision Foundation Model for Echocardiography
A. Amadou
Yanzhe Zhang
Sebastien Piat
Paul Klein
Ingo Schmuecking
Tiziano Passerini
Puneet Sharma
273
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0
14 Oct 2024
Multi-modal Vision Pre-training for Medical Image Analysis
Multi-modal Vision Pre-training for Medical Image AnalysisComputer Vision and Pattern Recognition (CVPR), 2024
Shaohao Rui
Lingzhi Chen
Zhenyu Tang
Lilong Wang
M. Liu
Shanghang Zhang
Xiaosong Wang
352
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14 Oct 2024
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors
Large-Scale 3D Medical Image Pre-training with Geometric Context Priors
Linshan Wu
Jiaxin Zhuang
Hao Chen
222
20
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13 Oct 2024
ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation --
  Methods and Results
ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation -- Methods and ResultsInternational Conference on Pattern Recognition (ICPR), 2024
Alessia Rondinella
Francesco Guarnera
Elena Crispino
G. Russo
Clara Di Lorenzo
Davide Maimone
F. Pappalardo
Sebastiano Battiato
177
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10 Oct 2024
Towards Real-time Intrahepatic Vessel Identification in Intraoperative
  Ultrasound-Guided Liver Surgery
Towards Real-time Intrahepatic Vessel Identification in Intraoperative Ultrasound-Guided Liver SurgeryInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Karl-Philippe Beaudet
Alexandros Karargyris
Sidaty El Hadramy
Stéphane Cotin
J. Mazellier
N. Padoy
J. Verde
130
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04 Oct 2024
Clinnova Federated Learning Proof of Concept: Key Takeaways from a
  Cross-border Collaboration
Clinnova Federated Learning Proof of Concept: Key Takeaways from a Cross-border Collaboration
Julia Alekseenko
B. Stieltjes
Michael Bach
Melanie Boerries
Oliver Opitz
Alexandros Karargyris
N. Padoy
FedMLAI4CE
345
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SynCo: Synthetic Hard Negatives in Contrastive Learning for Better
  Unsupervised Visual Representations
SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual Representations
Nikolaos Giakoumoglou
Tania Stathaki
SSL
541
1
0
03 Oct 2024
SegHeD: Segmentation of Heterogeneous Data for Multiple Sclerosis
  Lesions with Anatomical Constraints
SegHeD: Segmentation of Heterogeneous Data for Multiple Sclerosis Lesions with Anatomical Constraints
Berke Doga Basaran
Xinru Zhang
Paul M. Matthews
Wenjia Bai
153
1
0
02 Oct 2024
Towards a vision foundation model for comprehensive assessment of
  Cardiac MRI
Towards a vision foundation model for comprehensive assessment of Cardiac MRI
Athira J. Jacob
Indraneel Borgohain
T. Chitiboi
Puneet Sharma
Dorin Comaniciu
Daniel Rueckert
MedIm
336
6
0
02 Oct 2024
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic
  Model
Polyp-SES: Automatic Polyp Segmentation with Self-Enriched Semantic ModelAsian Conference on Computer Vision (ACCV), 2024
Quang Vinh Nguyen
Thanh Hoang Son Vo
Sae-Ryung Kang
Soo-Hyung Kim
237
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Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical
  Image Segmentation
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation
Muhammad Hamza Sharif
Muzammal Naseer
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Min Xu
Mohsen Guizani
OODMedImViT
158
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