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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
Parameter Efficient Fine Tuning for Multi-scanner PET to PET
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Parameter Efficient Fine Tuning for Multi-scanner PET to PET Reconstruction
Yumin Kim
Gayoon Choi
Seong Jae Hwang
175
1
0
10 Jul 2024
Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation
Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation
Szymon Płotka
Maciej Chrabaszcz
Przemyslaw Biecek
186
4
0
10 Jul 2024
HAFormer: Unleashing the Power of Hierarchy-Aware Features for
  Lightweight Semantic Segmentation
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation
Guoan Xu
Wenjing Jia
Tao Wu
Ligeng Chen
Guangwei Gao
ViT
283
24
0
10 Jul 2024
Large Language Model-Augmented Auto-Delineation of Treatment Target
  Volume in Radiation Therapy
Large Language Model-Augmented Auto-Delineation of Treatment Target Volume in Radiation Therapy
Praveenbalaji Rajendran
Yong Yang
Thomas R. Niedermayr
Michael Gensheimer
Beth Beadle
Quynh Le
Lei Xing
Xianjin Dai
219
2
0
10 Jul 2024
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images
Weiyi Xie
Nathalie Willems
Shubham Patil
Yang Li
Mayank Kumar
220
26
0
05 Jul 2024
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution
  Sequential Tokenization
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
Yucheng Tang
Yufan He
Vishwesh Nath
Pengfeig Guo
Ruining Deng
...
Ziyue Xu
Holger Roth
Daguang Xu
Haichun Yang
Yuankai Huo
140
7
0
03 Jul 2024
Solving the inverse problem of microscopy deconvolution with a residual
  Beylkin-Coifman-Rokhlin neural network
Solving the inverse problem of microscopy deconvolution with a residual Beylkin-Coifman-Rokhlin neural network
Rui Li
M. Kudryashev
Artur Yakimovich
250
3
0
03 Jul 2024
LaMoD: Latent Motion Diffusion Model For Myocardial Strain Generation
LaMoD: Latent Motion Diffusion Model For Myocardial Strain Generation
Jiarui Xing
Nivetha Jayakumar
Nian Wu
Yu Wang
Frederick Epstein
Miaomiao Zhang
MedIm
159
0
0
02 Jul 2024
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation
  Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba Counterpart
Tianrun Chen
Chaotao Ding
Lanyun Zhu
Tao Xu
Deyi Ji
Yan Wang
Ying Zang
Ziyue Li
MedImMamba
294
28
0
01 Jul 2024
Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware
  Prostate Cancer Detection
Cross-Slice Attention and Evidential Critical Loss for Uncertainty-Aware Prostate Cancer Detection
A. Hung
Haoxin Zheng
Kai Zhao
Kaifeng Pang
D. Terzopoulos
Kyunghyun Sung
EDLMedIm
312
3
0
01 Jul 2024
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic
  Pathology Image Analysis
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis
Ruining Deng
Quan Liu
Can Cui
Tianyuan Yao
Juming Xiong
...
Yu Wang
Shilin Zhao
Yucheng Tang
Haichun Yang
Yuankai Huo
154
8
0
30 Jun 2024
UADSN: Uncertainty-Aware Dual-Stream Network for Facial Nerve
  Segmentation
UADSN: Uncertainty-Aware Dual-Stream Network for Facial Nerve Segmentation
Guanghao Zhu
Lin Liu
Jing Zhang
Xiaohui Du
Ruqian Hao
Juanxiu Liu
111
0
0
29 Jun 2024
Structural Attention: Rethinking Transformer for Unpaired Medical Image
  Synthesis
Structural Attention: Rethinking Transformer for Unpaired Medical Image Synthesis
Vu Minh Hieu Phan
Yutong Xie
Bowen Zhang
Yuankai Qi
Zhibin Liao
Antonios Perperidis
Son Lam Phung
Johan Verjans
Minh-Son To
MedIm
266
17
0
27 Jun 2024
Stable Diffusion Segmentation for Biomedical Images with Single-step
  Reverse Process
Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process
Tianyu Lin
Zhiguang Chen
Zhonghao Yan
Weijiang Yu
Fudan Zheng
MedIm
195
22
0
26 Jun 2024
EFCNet: Every Feature Counts for Small Medical Object Segmentation
EFCNet: Every Feature Counts for Small Medical Object Segmentation
Lingjie Kong
Qiaoling Wei
Chengming Xu
Han Chen
Yanwei Fu
227
0
0
26 Jun 2024
Medical Image Segmentation Using Directional Window Attention
Medical Image Segmentation Using Directional Window Attention
Daniya Najiha Abdul Kareem
Mustansar Fiaz
Noa Novershtern
Hisham Cholakkal
ViTMedIm
310
4
0
25 Jun 2024
Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net)
  for 3D Medical Image Segmentation and Visualization
Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and Visualization
Siyavash Shabani
Muhammad Sohaib
Sahar A. Mohammed
Bahram Parvin
ViTMedIm
198
6
0
24 Jun 2024
Fuzzy Attention-based Border Rendering Network for Lung Organ
  Segmentation
Fuzzy Attention-based Border Rendering Network for Lung Organ Segmentation
Sheng Zhang
Yang Nan
D. C. Marshall
Shiyi Wang
Xiaodan Xing
Zhifan Gao
Guang Yang
MedIm
194
1
0
23 Jun 2024
Skip and Skip: Segmenting Medical Images with Prompts
Skip and Skip: Segmenting Medical Images with Prompts
Jiawei Chen
Dingkang Yang
Yuxuan Lei
Lihua Zhang
MedIm
189
0
0
21 Jun 2024
Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario:
  A robustness evaluation benchmark with challenging cases
Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging casesInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Xiangde Luo
Zihan Li
Shaoting Zhang
Wenjun Liao
Guotai Wang
OOD
209
23
0
19 Jun 2024
MiSuRe is all you need to explain your image segmentation
MiSuRe is all you need to explain your image segmentation
Syed Nouman Hasany
Fabrice Mériaudeau
Caroline Petitjean
133
2
0
18 Jun 2024
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor
  Segmentation in Data-Scarce Regimes
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes
Aghiles Kebaili
J. Lapuyade-Lahorgue
Pierre Vera
S. Ruan
MedIm
187
5
0
17 Jun 2024
Multimodal Learning With Intraoperative CBCT & Variably Aligned
  Preoperative CT Data To Improve Segmentation
Multimodal Learning With Intraoperative CBCT & Variably Aligned Preoperative CT Data To Improve Segmentation
M. Tschuchnig
Philipp Steininger
M. Gadermayr
243
0
0
17 Jun 2024
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation
Pengfei Gu
Yejia Zhang
Huimin Li
Chaoli Wang
Benlin Liu
MedIm
347
6
0
15 Jun 2024
On Evaluating Adversarial Robustness of Volumetric Medical Segmentation
  Models
On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models
H. Malik
Numan Saeed
Asif Hanif
Muzammal Naseer
Mohammad Yaqub
Salman Khan
Fahad Shahbaz Khan
235
4
0
12 Jun 2024
Convolution and Attention-Free Mamba-based Cardiac Image Segmentation
Convolution and Attention-Free Mamba-based Cardiac Image SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Abbas Khan
Muhammad Asad
Ziquan Liu
C. Roney
Gregory Slabaugh
Mamba
232
8
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09 Jun 2024
SuperFormer: Volumetric Transformer Architectures for MRI
  Super-Resolution
SuperFormer: Volumetric Transformer Architectures for MRI Super-Resolution
Cristhian Forigua
María Escobar
Pablo Arbelaez
MedImViT
373
19
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05 Jun 2024
EngineBench: Flow Reconstruction in the Transparent Combustion Chamber
  III Optical Engine
EngineBench: Flow Reconstruction in the Transparent Combustion Chamber III Optical Engine
Samuel J. Baker
Michael A. Hobley
Isabel Scherl
Xiaohang Fang
Felix C. P. Leach
M. Davy
AI4CE
217
3
0
05 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and
  Generation
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
Chenxin Li
Xinyu Liu
Wenbo Li
Cheng Wang
Hengyu Liu
Yifan Liu
Daming Gao
Yixuan Yuan
MedImDiffMSSeg
415
325
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05 Jun 2024
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis
FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis
Linshan Wu
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Xuefeng Ni
Hao Chen
MedIm
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Patch-Based Encoder-Decoder Architecture for Automatic Transmitted Light
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Whole Heart 3D+T Representation Learning Through Sparse 2D Cardiac MR
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478
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Quality Sentinel: Estimating Label Quality and Errors in Medical
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Applications of interpretable deep learning in neuroimaging: a
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BiomedParse: a biomedical foundation model for image parsing of
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