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2106.14385
Cited By
Multi-Compound Transformer for Accurate Biomedical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
28 June 2021
Yuanfeng Ji
Ruimao Zhang
Huijie Wang
Zhen Li
Lingyun Wu
Shaoting Zhang
Ping Luo
ViT
MedIm
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Papers citing
"Multi-Compound Transformer for Accurate Biomedical Image Segmentation"
34 / 34 papers shown
MACMD: Multi-dilated Contextual Attention and Channel Mixer Decoding for Medical Image Segmentation
Lalit Maurya
Honghai Liu
Reyer Zwiggelaar
MedIm
133
0
0
08 Nov 2025
HResFormer: Hybrid Residual Transformer for Volumetric Medical Image Segmentation
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Sucheng Ren
Xiaomeng Li
MedIm
273
11
0
16 Dec 2024
Compositional Segmentation of Cardiac Images Leveraging Metadata
IEEE 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
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation
IEEE journal of biomedical and health informatics (IEEE JBHI), 2024
Rongtao Xu
Changwei Wang
Jiguang Zhang
Shibiao Xu
Weiliang Meng
Xiaopeng Zhang
ViT
MedIm
207
19
0
13 Sep 2024
Automatic diagnosis of cardiac magnetic resonance images based on semi-supervised learning
Hejun Huang
Zuguo Chen
Yi Huang
Guangqiang Luo
Chaoyang Chen
Youzhi Song
189
2
0
23 May 2024
Multi-view Cardiac Image Segmentation via Trans-Dimensional Priors
Abbas Khan
Muhammad Asad
Ziquan Liu
C. Roney
Gregory Slabaugh
202
0
0
25 Apr 2024
Q2A: Querying Implicit Fully Continuous Feature Pyramid to Align Features for Medical Image Segmentation
Jiahao Yu
Li Chen
294
0
0
15 Apr 2024
LaB-GATr: geometric algebra transformers for large biomedical surface and volume meshes
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Julian Suk
Baris Imre
J. Wolterink
MedIm
203
15
0
12 Mar 2024
Crop and Couple: cardiac image segmentation using interlinked specialist networks
Abbas Khan
Muhammad Asad
Ziquan Liu
C. Roney
Gregory Slabaugh
163
4
0
14 Feb 2024
Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation
Haonan Wang
Peng Cao
Xiaoli Liu
Jinzhu Yang
Osmar Zaiane
MedIm
235
26
0
23 Dec 2023
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention
Machine Intelligence Research (MIR), 2023
Hao Shao
Quansheng Zeng
Qibin Hou
Jufeng Yang
412
38
0
14 Dec 2023
ACC-UNet: A Completely Convolutional UNet model for the 2020s
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Nabil Ibtehaz
Daisuke Kihara
MedIm
OOD
ViT
152
99
0
25 Aug 2023
Revisiting Computer-Aided Tuberculosis Diagnosis
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Yun-Hai Liu
Yu-Huan Wu
Shi-Chen Zhang
Li Liu
Min-Ying Wu
Ming-Ming Cheng
291
24
0
06 Jul 2023
Transformers in Healthcare: A Survey
Subhash Nerella
S. Bandyopadhyay
Jiaqing Zhang
Miguel Contreras
Scott Siegel
...
Jessica Sena
B. Shickel
A. Bihorac
Kia Khezeli
Parisa Rashidi
MedIm
AI4CE
267
89
0
30 Jun 2023
Attention Mechanisms in Medical Image Segmentation: A Survey
Yutong Xie
Bing Yang
Qi Guan
Jianpeng Zhang
Qi Wu
Yong-quan Xia
ViT
MedIm
223
45
0
29 May 2023
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation
Abdul Rehman Khan
Asifullah Khan
ViT
MedIm
394
20
0
15 May 2023
LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion
Qisen Ma
Keming Mao
Gao Wang
Lisheng Xu
Yuhai Zhao
124
6
0
01 May 2023
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation
IEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Xiaofei Huang
Hongfang Gong
Jin Zhang
MedIm
245
9
0
10 Apr 2023
The Multiscale Surface Vision Transformer
International Conference on Medical Imaging with Deep Learning (MIDL), 2023
Simon Dahan
Logan Z. J. Williams
Daniel Rueckert
E. C. Robinson
MedIm
ViT
255
6
0
21 Mar 2023
TranSOP: Transformer-based Multimodal Classification for Stroke Treatment Outcome Prediction
IEEE International Symposium on Biomedical Imaging (ISBI), 2023
Zeynel A. Samak
Philip Clatworthy
Majid Mirmehdi
326
11
0
25 Jan 2023
A New Perspective to Boost Vision Transformer for Medical Image Classification
Yuexiang Li
Yawen Huang
Nanjun He
Kai Ma
Yefeng Zheng
ViT
MedIm
170
3
0
03 Jan 2023
WSC-Trans: A 3D network model for automatic multi-structural segmentation of temporal bone CT
X. Hua
Z. Du
Hongjian Yu
Ji-Xian Ma
Fanjun Zheng
Cheng Zhang
Qiao-Ling Lu
H Zhao
MedIm
112
1
0
14 Nov 2022
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation
Zhendi Gong
Andrew P French
Guoping Qiu
Xin Chen
ViT
MedIm
218
11
0
13 Oct 2022
The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Xian Lin
Li Yu
Kwang-Ting Cheng
Zengqiang Yan
ViT
MedIm
258
59
0
29 Jun 2022
Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Weijie Ma
Ye Zhu
Ruimao Zhang
Jie Yang
Yiwen Hu
Zhuguo Li
Lijuan Xiang
ViT
MedIm
241
5
0
23 Jun 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
Jun Li
Junyu Chen
Yucheng Tang
Ce Wang
Bennett A. Landman
S. K. Zhou
ViT
OOD
MedIm
434
150
0
02 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation
Z. Mirikharaji
Kumar Abhishek
Alceu Bissoto
Catarina Barata
Sandra Avila
Eduardo Valle
M. Celebi
Ghassan Hamarneh
492
152
0
01 Jun 2022
Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images
International Conference on Medical Imaging with Deep Learning (MIDL), 2022
Yuan Wang
Laura Blackie
I. Miguel-Aliaga
Wenjia Bai
3DV
162
5
0
31 May 2022
Do we really need temporal convolutions in action segmentation?
IEEE International Conference on Multimedia and Expo (ICME), 2022
Dazhao Du
Fuchun Sun
Yu Li
Chen Ma
Hui Xiong
Ying Shan
ViT
165
21
0
26 May 2022
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Ding Liu
Yunhe Gao
Qilong Zhangli
Ligong Han
Xiaoxiao He
...
Song Wen
Qi Chang
Zhennan Yan
Mu Zhou
Dimitris N. Metaxas
MedIm
371
44
0
21 Mar 2022
Transformers in Medical Image Analysis: A Review
Intelligent Medicine (IM), 2022
Kelei He
Chen Gan
Zhuoyuan Li
I. Rekik
Zihao Yin
Wen Ji
Yang Gao
Qian Wang
Junfeng Zhang
Dinggang Shen
ViT
MedIm
349
357
0
24 Feb 2022
Transformers in Medical Imaging: A Survey
Fahad Shamshad
Salman Khan
Syed Waqas Zamir
Muhammad Haris Khan
Munawar Hayat
Fahad Shahbaz Khan
Huazhu Fu
ViT
LM&MA
MedIm
327
967
0
24 Jan 2022
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer
AAAI Conference on Artificial Intelligence (AAAI), 2021
Haonan Wang
Peng Cao
Yuan Liu
Osmar R. Zaiane
MedIm
ViT
417
1,029
0
09 Sep 2021
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation
Bingzhi Chen
Yishu Liu
Zheng Zhang
Guangming Lu
A. W. Kong
MedIm
ViT
333
345
0
12 Jul 2021
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