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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
Large AI Models in Health Informatics: Applications, Challenges, and the
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Large AI Models in Health Informatics: Applications, Challenges, and the FutureIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Jianing Qiu
Lin Li
Jiankai Sun
Jiachuan Peng
Peilun Shi
...
Bo Xiao
Wu Yuan
Ningli Wang
Dong Xu
Benny Lo
AI4MHLM&MA
284
185
0
21 Mar 2023
Convolutions, Transformers, and their Ensembles for the Segmentation of
  Organs at Risk in Radiation Treatment of Cervical Cancer
Convolutions, Transformers, and their Ensembles for the Segmentation of Organs at Risk in Radiation Treatment of Cervical Cancer
Vangelis Kostoulas
Peter A. N. Bosman
Tanja Alderliesten
UQCV
101
2
0
20 Mar 2023
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image
  Segmentation
HybridMIM: A Hybrid Masked Image Modeling Framework for 3D Medical Image SegmentationIEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Zhaohu Xing
Lei Zhu
Lequan Yu
Zhiheng Xing
Liang Wan
188
30
0
18 Mar 2023
Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation
Diff-UNet: A Diffusion Embedded Network for Volumetric Segmentation
Zhaohu Xing
Liang Wan
Huazhu Fu
Guang Yang
Lei Zhu
MedIm
130
93
0
18 Mar 2023
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image
  Segmentation
MedNeXt: Transformer-driven Scaling of ConvNets for Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Saikat Roy
Gregor Koehler
Constantin Ulrich
Michael Baumgartner
Jens Petersen
Hyunjin Park
Paul F. Jaeger
Klaus Maier-Hein
ViTMedIm
487
300
0
17 Mar 2023
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation
SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid SegmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2023
Sharif Amit Kamran
Khondker Fariha Hossain
Alireza Tavakkoli
Salah A. Baker
S. Zuckerbrod
ViTMedIm
171
2
0
16 Mar 2023
Pretrained ViTs Yield Versatile Representations For Medical Images
Pretrained ViTs Yield Versatile Representations For Medical Images
Christos Matsoukas
Johan Fredin Haslum
Magnus P Soderberg
Kevin Smith
MedImViT
283
16
0
13 Mar 2023
Scaling Up 3D Kernels with Bayesian Frequency Re-parameterization for
  Medical Image Segmentation
Scaling Up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Ho Hin Lee
Quan Liu
Shunxing Bao
Qi Yang
Xin Yu
L. Cai
Thomas Z. Li
Yuankai Huo
X. Koutsoukos
Bennett A. Landman
117
17
0
10 Mar 2023
SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple
  Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI
SSL^2: Self-Supervised Learning meets Semi-Supervised Learning: Multiple Sclerosis Segmentation in 7T-MRI from large-scale 3T-MRI
Jiacheng Wang
Hao Li
Han Liu
Dewei Hu
Daiwei Lu
K. Yoon
Kelsey M. Barter
F. Bagnato
I. Oguz
86
4
0
09 Mar 2023
UT-Net: Combining U-Net and Transformer for Joint Optic Disc and Cup
  Segmentation and Glaucoma Detection
UT-Net: Combining U-Net and Transformer for Joint Optic Disc and Cup Segmentation and Glaucoma Detection
Rukhshanda Hussain
Hritam Basak
ViTMedIm
187
10
0
08 Mar 2023
MetaMorph: Learning Metamorphic Image Transformation With Appearance
  Changes
MetaMorph: Learning Metamorphic Image Transformation With Appearance ChangesInformation Processing in Medical Imaging (IPMI), 2023
Jian Wang
Jiarui Xing
Jason Druzgal
W. Wells
Miaomiao Zhang
MedIm
162
7
0
08 Mar 2023
Automated Peripancreatic Vessel Segmentation and Labeling Based on
  Iterative Trunk Growth and Weakly Supervised Mechanism
Automated Peripancreatic Vessel Segmentation and Labeling Based on Iterative Trunk Growth and Weakly Supervised Mechanism
Liwen Zou
Z. Cai
L. Mao
Ziwei Nie
Y. Qiu
Xiaoping Yang
241
6
0
06 Mar 2023
CTG-Net: An Efficient Cascaded Framework Driven by Terminal Guidance
  Mechanism for Dilated Pancreatic Duct Segmentation
CTG-Net: An Efficient Cascaded Framework Driven by Terminal Guidance Mechanism for Dilated Pancreatic Duct SegmentationPhysics in Medicine and Biology (PMB), 2023
Liwen Zou
Zhen-zhai Cai
Y. Qiu
Luying Gui
L. Mao
Xiaoping Yang
MedIm
168
7
0
06 Mar 2023
Towards more precise automatic analysis: a comprehensive survey of deep
  learning-based multi-organ segmentation
Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation
Xiaoyu Liu
Linhao Qu
Ziyue Xie
Jiayue Zhao
Yonghong Shi
Zhijian Song
278
9
0
01 Mar 2023
Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data
  Augmentation
Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation
Shaoyan Pan
Shao-Yuan Lo
M. Huang
Chaoqiong Ma
Jacob F. Wynne
Tonghe Wang
Tian Liu
Xiaofeng Yang
OODMedIm
168
3
0
25 Feb 2023
Anatomical Invariance Modeling and Semantic Alignment for
  Self-supervised Learning in 3D Medical Image Analysis
Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image AnalysisIEEE International Conference on Computer Vision (ICCV), 2023
Yankai Jiang
Ming Sun
Heng Guo
Xiaoyu Bai
K. Yan
Le Lu
Minfeng Xu
MedIm
294
32
0
11 Feb 2023
Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for
  White Matter Lesion Segmentation
Tackling Bias in the Dice Similarity Coefficient: Introducing nDSC for White Matter Lesion SegmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2023
Vatsal Raina
Nataliia Molchanova
Mara Graziani
A. Malinin
Henning Muller
Meritxell Bach Cuadra
Mark Gales
170
14
0
10 Feb 2023
DOMINO: Domain-aware Loss for Deep Learning Calibration
DOMINO: Domain-aware Loss for Deep Learning Calibration
Skylar E. Stolte
Kyle Volle
A. Indahlastari
Alejandro Albizu
A. Woods
Kevin Brink
Matthew Hale
R. Fang
MedIm
135
1
0
10 Feb 2023
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight
  Inflation Improves Medical Image Segmentation
Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segmentation
Yuhui Zhang
Shihua Huang
Zhengping Zhou
M. Lungren
Serena Yeung
ViTMedIm
140
16
0
08 Feb 2023
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor
  Segmentation in PET/CT Images
SwinCross: Cross-modal Swin Transformer for Head-and-Neck Tumor Segmentation in PET/CT ImagesMedical Physics (Lancaster) (Med. Phys.), 2023
Gary Y. Li
Junyu Chen
Se-In Jang
Kuang Gong
Shijie Zhao
ViTMedIm
216
22
0
08 Feb 2023
AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge
AIROGS: Artificial Intelligence for RObust Glaucoma Screening ChallengeIEEE Transactions on Medical Imaging (TMI), 2023
Coen de Vente
Koen A. Vermeer
Nicolas Jaccard
He Wang
Hongyi Sun
...
Abdul Qayyum
Imran Razzak
Bram van Ginneken
H. Lemij
Clara I. Sánchez
259
80
0
03 Feb 2023
Rethinking Semi-Supervised Medical Image Segmentation: A
  Variance-Reduction Perspective
Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction PerspectiveNeural Information Processing Systems (NeurIPS), 2023
Chenyu You
Weicheng Dai
Yifei Min
Fenglin Liu
David Clifton
S. Kevin Zhou
Lawrence H. Staib
James S Duncan
600
110
0
03 Feb 2023
6-DoF Robotic Grasping with Transformer
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Zhenjie Zhao
Han Yu
Hang Wu
Xuebo Zhang
ViT
159
0
0
29 Jan 2023
TranSOP: Transformer-based Multimodal Classification for Stroke
  Treatment Outcome Prediction
TranSOP: Transformer-based Multimodal Classification for Stroke Treatment Outcome PredictionIEEE International Symposium on Biomedical Imaging (ISBI), 2023
Zeynel A. Samak
Philip Clatworthy
Majid Mirmehdi
320
10
0
25 Jan 2023
MedSegDiff-V2: Diffusion based Medical Image Segmentation with
  Transformer
MedSegDiff-V2: Diffusion based Medical Image Segmentation with TransformerAAAI Conference on Artificial Intelligence (AAAI), 2023
Junde Wu
Rao Fu
Huihui Fang
Min Xu
Yu Zhang
Yanwu Xu
DiffMMedIm
343
259
0
19 Jan 2023
Model-based inexact graph matching on top of CNNs for semantic scene
  understanding
Model-based inexact graph matching on top of CNNs for semantic scene understandingComputer Vision and Image Understanding (CVIU), 2023
Jérémy Chopin
Jean-Baptiste Fasquel
Harold Mouchère
Rozenn Dahyot
Isabelle Bloch
184
7
0
18 Jan 2023
Acute ischemic stroke lesion segmentation in non-contrast CT images
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Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networksComputer optics (CO), 2023
A. Dobshik
S. Verbitskiy
I. Pestunov
K. Sherman
Yuriy Sinyavskiy
A. Tulupov
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167
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17 Jan 2023
Biomedical Image Reconstruction: A Survey
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CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
CLIP-Driven Universal Model for Organ Segmentation and Tumor DetectionIEEE International Conference on Computer Vision (ICCV), 2023
Jie Liu
Yixiao Zhang
Jieneng Chen
Junfei Xiao
Yongyi Lu
Bennett A. Landman
Yixuan Yuan
Alan Yuille
Yucheng Tang
Zongwei Zhou
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566
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Swin MAE: Masked Autoencoders for Small Datasets
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Zián Xu
Yin Dai
Fayu Liu
Weibin Chen
Yue Liu
Li-Li Shi
Sheng Liu
Yuhang Zhou
SyDaMedImViT
264
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28 Dec 2022
Investigation of Network Architecture for Multimodal Head-and-Neck Tumor
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Ye Li
Junyu Chen
Se-In Jang
Kuang Gong
Shijie Zhao
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174
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21 Dec 2022
Mixed Supervision of Histopathology Improves Prostate Cancer
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Mixed Supervision of Histopathology Improves Prostate Cancer Classification from MRIIEEE Transactions on Medical Imaging (IEEE TMI), 2022
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A. Westphalen
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Kirti Magudia
178
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13 Dec 2022
UNETR++: Delving into Efficient and Accurate 3D Medical Image
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UNETR++: Delving into Efficient and Accurate 3D Medical Image SegmentationIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Abdelrahman M. Shaker
Muhammad Maaz
H. Rasheed
Salman Khan
Ming-Hsuan Yang
Fahad Shahbaz Khan
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280
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MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality
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Solving the Weather4cast Challenge via Visual Transformers for 3D Images
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Joint Self-Supervised Image-Volume Representation Learning with
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172
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DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with
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