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
Toward Deep Learning-based Segmentation and Quantitative Analysis of Cervical Spinal Cord Magnetic Resonance Images
Maryam Tavakol Elahi
174
0
0
28 Sep 2024
EM-Net: Efficient Channel and Frequency Learning with Mamba for 3D Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Ao Chang
Jiajun Zeng
Ruobing Huang
Dong Ni
Mamba
218
18
0
26 Sep 2024
Going Beyond U-Net: Assessing Vision Transformers for Semantic Segmentation in Microscopy Image Analysis
Illia Tsiporenko
Pavel Chizhov
Dmytro Fishman
ViT
MedIm
198
3
0
25 Sep 2024
MorphoSeg: An Uncertainty-Aware Deep Learning Method for Biomedical Segmentation of Complex Cellular Morphologies
Tianhao Zhang
Heather J. McCourty
Berardo M. Sanchez-Tafolla
Anton Nikolaev
Lyudmila Mihaylova
200
1
0
25 Sep 2024
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical Information
Hongjun Zhu
Jiaohang Huang
Kuo Chen
Xuehui Ying
Ying Qian
MedIm
157
5
0
18 Sep 2024
Automating proton PBS treatment planning for head and neck cancers using policy gradient-based deep reinforcement learning
Qingqing Wang
Chang Chang
OffRL
103
1
0
17 Sep 2024
TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation
Rong Zhou
Zhengqing Yuan
Zhiling Yan
Weixiang Sun
Kai Zhang
Yiwei Li
Yanfang Ye
Xiang Li
Lifang He
Lichao Sun
ViT
MedIm
146
4
0
17 Sep 2024
Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Hualiang Wang
Yiqun Lin
Xinpeng Ding
Xuelong Li
Mamba
292
12
0
13 Sep 2024
Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging
Daniel Capellán-Martín
Zhifan Jiang
Abhijeet Parida
Xinyang Liu
Van Lam
...
Austin Tapp
Sarah Elsharkawi
María J. Ledesma-Carbayo
Syed Muhammad Anwar
M. Linguraru
144
12
0
12 Sep 2024
Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation
Fuchen Zheng
Quanjun Li
Weixuan Li
Xuhang Chen
Yihang Dong
Guoheng Huang
Chi-Man Pun
Shoujun Zhou
MedIm
211
2
0
12 Sep 2024
ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation
Fuchen Zheng
Xinyi Chen
Xuhang Chen
Haolun Li
Xiaojiao Guo
Guoheng Huang
Chi-Man Pun
Shoujun Zhou
ViT
MedIm
166
0
0
12 Sep 2024
MedSegMamba: 3D CNN-Mamba Hybrid Architecture for Brain Segmentation
Aaron Cao
Zongyu Li
Jia Guo
Andrew F. Laine
Jia Guo
Mamba
268
3
0
12 Sep 2024
Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts
Assefa Seyoum Wahd
B. Felfeliyan
Yuyue Zhou
Shrimanti Ghosh
Adam McArthur
Jiechen Zhang
Jacob L. Jaremko
A. Hareendranathan
VLM
MedIm
237
8
0
10 Sep 2024
Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks
British Machine Vision Conference (BMVC), 2024
Debjyoti Mondal
Rahul Mishra
Chandan Pandey
251
0
0
10 Sep 2024
RotCAtt-TransUNet++: Novel Deep Neural Network for Sophisticated Cardiac Segmentation
International Conference on Multimedia Analysis and Pattern Recognition (ICMAPR), 2024
Quoc-Bao Nguyen-Le
Tuan-Hy Le
Anh-Triet Do
Quoc-Huy Trinh
ViT
MedIm
209
0
0
09 Sep 2024
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image Segmentation
Shehan Perera
Yunus Erzurumlu
Deepak Gulati
Alper Yilmaz
ViT
MedIm
203
14
0
04 Sep 2024
Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images
Scientific Reports (Sci Rep), 2024
Mazen Soufi
Y. Otake
Makoto Iwasa
Keisuke Uemura
Tomoki Hakotani
...
Suzushi Kusano
Masaki Takao
S. Okada
Nobuhiko Sugano
Yoshinobu Sato
162
4
0
04 Sep 2024
XNet v2: Fewer Limitations, Better Results and Greater Universality
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Yanfeng Zhou
Lingrui Li
Zichen Wang
Guole Liu
Ziwen Liu
Ge Yang
174
8
0
02 Sep 2024
A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis
Wangang Cheng
Guanghua He
Keli Hu
Mingyu Fang
Liang Dong
Zhong Li
Hancan Zhu
204
1
0
02 Sep 2024
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Fuchen Zheng
Xuhang Chen
Weihuang Liu
Haolun Li
Yingtie Lei
Jiahui He
Chi-Man Pun
Shounjun Zhou
MedIm
725
40
0
31 Aug 2024
SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors
Zhiqing Zhang
Tianyong Liu
Guojia Fan
Bin Li
Qianjin Feng
Shoujun Zhou
Mamba
228
2
0
28 Aug 2024
Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Meng Zheng
Benjamin Planche
Zhongpai Gao
Terrence Chen
Richard J. Radke
Ziyan Wu
314
3
0
26 Aug 2024
LoG-VMamba: Local-Global Vision Mamba for Medical Image Segmentation
Trung Dang
Huy Hoang Nguyen
A. Tiulpin
Mamba
178
13
0
26 Aug 2024
Anatomical Consistency Distillation and Inconsistency Synthesis for Brain Tumor Segmentation with Missing Modalities
European Conference on Artificial Intelligence (ECAI), 2024
Zheyu Zhang
Xinzhao Liu
Zheng Chen
Yueyi Zhang
Huanjing Yue
Yunwei Ou
Xiaoyan Sun
183
2
0
25 Aug 2024
Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge
Jun Ma
Yao Zhang
Song Gu
Cheng Ge
Ershuai Wang
Qin Zhou
Ziyan Huang
Pengju Lyu
Jian He
Bo Wang
236
24
0
22 Aug 2024
Decoding the human brain tissue response to radiofrequency excitation using a biophysical-model-free deep MRI on a chip framework
Dinor Nagar
Moritz Zaiss
Or Perlman
MedIm
187
0
0
15 Aug 2024
S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Jay N. Paranjape
S. Sikder
S. Swaroop Vedula
Vishal M. Patel
VLM
MedIm
264
11
0
12 Aug 2024
Enhancing 3D Transformer Segmentation Model for Medical Image with Token-level Representation Learning
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Xinrong Hu
Dewen Zeng
Yawen Wu
Xueyang Li
Yiyu Shi
ViT
MedIm
139
0
0
12 Aug 2024
HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Fenghe Tang
Ronghao Xu
Qingsong Yao
Xueming Fu
Quan Quan
Heqin Zhu
Zaiyi Liu
S. Kevin Zhou
SSL
MedIm
250
9
0
11 Aug 2024
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI
IEEE Transactions on Medical Imaging (IEEE TMI), 2024
Lei Zhou
Yuzhong Zhang
Jiadong Zhang
Xuejun Qian
Chen Gong
...
Zhongxiang Ding
Xing Wang
Zhenhui Li
Zaiyi Liu
Dinggang Shen
MedIm
272
18
0
11 Aug 2024
Quantifying the Impact of Population Shift Across Age and Sex for Abdominal Organ Segmentation
Kate Čevora
Ben Glocker
Wenjia Bai
OOD
175
4
0
08 Aug 2024
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos
Zhiling Yan
Weixiang Sun
Rong Zhou
Zhengqing Yuan
Kai Zhang
...
Tianming Liu
Shijie Zhao
Xiang Li
Lifang He
Lin Sun
VLM
MedIm
217
21
0
06 Aug 2024
CAF-YOLO: A Robust Framework for Multi-Scale Lesion Detection in Biomedical Imagery
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Zilin Chen
Shengnan Lu
MedIm
203
16
0
04 Aug 2024
NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification
C. Tommasino
Cristiano Russo
A. M. Rinaldi
213
2
0
03 Aug 2024
Medical SAM 2: Segment medical images as video via Segment Anything Model 2
Jiayuan Zhu
Yunli Qi
A. El Abbadi
VLM
MedIm
331
170
0
01 Aug 2024
AMAES: Augmented Masked Autoencoder Pretraining on Public Brain MRI Data for 3D-Native Segmentation
Asbjorn Munk
Jakob Ambsdorf
S. Llambias
Mads Nielsen
265
13
0
01 Aug 2024
SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation
Shengbo Tan
Zeyu Zhang
Ying Cai
Daji Ergu
Lin Wu
Binbin Hu
Pengzhang Yu
Yang Zhao
ViT
MedIm
220
16
0
01 Aug 2024
Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer
British Machine Vision Conference (BMVC), 2024
Sungmin Kang
Jaeha Song
Jihie Kim
MedIm
302
2
0
01 Aug 2024
CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation
European Conference on Computer Vision (ECCV), 2024
Shreyank N. Gowda
David A. Clifton
MedIm
292
17
0
31 Jul 2024
Knowledge-Guided Prompt Learning for Lifespan Brain MR Image Segmentation
Shiyuan Chen
Zihao Zhao
Jiawei Huang
Yingfeng Cai
Runqi Meng
Wei Sui
Dinggang Shen
VLM
128
4
0
31 Jul 2024
Channel Boosted CNN-Transformer-based Multi-Level and Multi-Scale Nuclei Segmentation
Zunaira Rauf
Abdul Rehman Khan
Asifullah Khan
MedIm
ViT
166
3
0
27 Jul 2024
CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation
Xiao Liu
Peng Gao
Tao Yu
Haiwei Yang
Ruyue Yuan
MedIm
ViT
219
97
0
25 Jul 2024
Learning Instance-Specific Parameters of Black-Box Models Using Differentiable Surrogates
Arnisha Khondaker
Nilanjan Ray
256
0
0
23 Jul 2024
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models
Maciej Chrabaszcz
Hubert Baniecki
Piotr Komorowski
Szymon Płotka
Przemysław Biecek
191
2
0
23 Jul 2024
FDiff-Fusion:Denoising diffusion fusion network based on fuzzy learning for 3D medical image segmentation
Weiping Ding
Sheng Geng
Haipeng Wang
Jiashuang Huang
Tianyi Zhou
MedIm
173
22
0
22 Jul 2024
Frontiers of Deep Learning: From Novel Application to Real-World Deployment
Rui Xie
VLM
252
1
0
19 Jul 2024
DuoFormer: Leveraging Hierarchical Visual Representations by Local and Global Attention
Xiaoya Tang
Bodong Zhang
Beatrice Knudsen
Tolga Tasdizen
ViT
MedIm
286
4
0
18 Jul 2024
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors
Guanghua He
Wangang Cheng
Hancan Zhu
Gaohang Yu
351
3
0
16 Jul 2024
SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation
Lin Zhang
Wenbo Gao
Jie Yi
Yunyun Yang
349
1
0
14 Jul 2024
Progressive Growing of Patch Size: Resource-Efficient Curriculum Learning for Dense Prediction Tasks
Stefan M. Fischer
Lina Felsner
Richard Osuala
Johannes Kiechle
Daniel M. Lang
J. Peeken
Julia A. Schnabel
216
6
0
10 Jul 2024
Previous
1
2
3
4
5
6
...
12
13
14
Next
Page 5 of 14
Page
of 14
Go