AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation

20 October 2021

Papers citing "AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation"

49 / 49 papers shown

Title
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation Yi-Mou Lin Dong-Ming Zhang X. B. Fang Yufan Chen K.-T. Cheng Hao Chen 33 0 0 06 May 2025
MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs Jiawei Mao Y. Wang Yucheng Tang Daguang Xu Kang Wang Yang Yang Zongwei Zhou Yuyin Zhou MedIm 24 0 0 09 Apr 2025
HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling Qing Xu Zhenye Lou Chenxin Li Xiangjian He Rong Qu Tesema Fiseha Berhanu Yi Wang Wenting Duan Zhen Chen MedIm 33 0 0 08 Apr 2025
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention Xiwei Liu Min Xu Qirong Ho MedIm 33 0 0 16 Nov 2024
A Machine Learning Approach for the Efficient Estimation of Ground-Level Air Temperature in Urban Areas Iñigo Delgado-Enales Joshua Lizundia-Loiola Patricia Molina-Costa Javier Del Ser AI4CE 38 0 0 05 Nov 2024
CONSULT: Contrastive Self-Supervised Learning for Few-shot Tumor Detection Sin Chee Chin Xuzhi Zhang Lee Yeong Khang Wenming Yang MedIm 26 0 0 15 Oct 2024
TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image Segmentation Shahzaib Iqbal Tariq M. Khan Syed S. Naqvi Asim Naveed Erik H. W. Meijering MedIm 53 6 0 05 Sep 2024
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling Minghao Zhou Hong Wang Yefeng Zheng Deyu Meng 31 1 0 02 Jul 2024
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 EDL MedIm 42 1 0 01 Jul 2024
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 ViT MedIm 48 3 0 24 Jun 2024
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Peijie Qiu Jin Yang Sayantan Kumar S. Ghosh Aristeidis Sotiras MedIm 44 8 0 29 Mar 2024
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation Ziyang Wang Chao Ma Mamba 29 29 0 16 Feb 2024
MOSformer: Momentum encoder-based inter-slice fusion transformer for medical image segmentation De-Xing Huang Xiao-Hu Zhou Xiaoliang Xie Shiqi Liu Zhen-Qiu Feng Mei-Jiang Gui Hao Li Tian-Yu Xiang Xiu-Ling Liu Zeng-Guang Hou MedIm 38 1 0 22 Jan 2024
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Hao Shao Quansheng Zeng Qibin Hou Jufeng Yang 51 13 0 14 Dec 2023
A Recent Survey of Vision Transformers for Medical Image Segmentation Asifullah Khan Zunaira Rauf Abdul Rehman Khan Saima Rathore Dr. Saddam Hussain Khan ... Suleman Qamar Umme Hani Asif Faiza Babar Khan A. Majid Jeonghwan Gwak ViT MedIm 52 16 0 01 Dec 2023
Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation Zhen Zhao Zicheng Wang Longyue Wang Dian Yu Yixuan Yuan Luping Zhou 33 11 0 29 Nov 2023
Clean Label Disentangling for Medical Image Segmentation with Noisy Labels Zicheng Wang Zhen Zhao Erjian Guo Luping Zhou 26 1 0 28 Nov 2023
Improved TokenPose with Sparsity Anning Li ViT 34 0 0 16 Nov 2023
CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer Haoyu Ma Tong Zhang Shanlin Sun Xiangyi Yan Kun Han Xiaohui Xie 26 5 0 11 Nov 2023
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation A. Hung Haoxin Zheng Kai Zhao Xiaoxi Du Kaifeng Pang Qi Miao Steven S. Raman D. Terzopoulos Kyunghyun Sung 3DPC 33 4 0 08 Nov 2023
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation Haoran Shen Yifu Zhang Wenxuan Wang Chen Chen Jing Liu Shanshan Song Jiangyun Li MedIm 19 0 0 28 Oct 2023
SPPNet: A Single-Point Prompt Network for Nuclei Image Segmentation Qing Xu Wenwei Kuang Zeyu Zhang Xueyao Bao Haoran Chen Wenting Duan VLM 25 11 0 23 Aug 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 21 25 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 25 16 0 29 May 2023
Distilling Token-Pruned Pose Transformer for 2D Human Pose Estimation Feixiang Ren ViT 19 2 0 12 Apr 2023
MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation Kun Han Yifeng Xiong Chenyu You Pooya Khosravi Shanlin Sun Xiangyi Yan James Duncan Xiaohui Xie MedIm DiffM 32 20 0 08 Apr 2023
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 22 265 0 27 Nov 2022
STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition Dasom Ahn Sangwon Kim H. Hong ByoungChul Ko ViT 28 97 0 14 Oct 2022
ConvTransSeg: A Multi-resolution Convolution-Transformer Network for Medical Image Segmentation Zhendi Gong Andrew P. French Guoping Qiu Xin Chen ViT MedIm 35 6 0 13 Oct 2022
UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation Xin Yu Qi Yang Yinchi Zhou L. Cai Riqiang Gao ... R. Abramson Zizhao Zhang Yuankai Huo Bennett A. Landman Yucheng Tang ViT MedIm 42 0 0 28 Sep 2022
Identity-Aware Hand Mesh Estimation and Personalization from RGB Images Deying Kong Linguang Zhang Liangjian Chen Haoyu Ma Xiangyi Yan Shanlin Sun Xingwei Liu Kun Han Xiaohui Xie 3DH 50 16 0 22 Sep 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions Dong-Ming Zhang Yi-Mou Lin Hao Chen Zhuotao Tian Xin Yang Jinhui Tang Kwang-Ting Cheng VLM 35 11 0 21 Sep 2022
PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation Haoyu Ma Zhe Wang Yifei Chen Deying Kong Liangjian Chen Xingwei Liu Xiangyi Yan Hao Tang Xiaohui Xie ViT 35 47 0 16 Sep 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 42 56 0 13 Aug 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao F. Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang ViT MedIm 29 32 0 08 Aug 2022
Transformer based Models for Unsupervised Anomaly Segmentation in Brain MR Images Ahmed Ghorbel Ahmed Aldahdooh Shadi Albarqouni Neuherberg ViT MedIm 24 4 0 05 Jul 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 21 21 0 02 Jun 2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Tiago Gonçalves Isabel Rio-Torto Luís F. Teixeira J. S. Cardoso OOD MedIm 24 36 0 26 Apr 2022
Transformers Meet Visual Learning Understanding: A Comprehensive Review Yuting Yang Licheng Jiao Xuantong Liu F. Liu Shuyuan Yang Zhixi Feng Xu Tang ViT MedIm 27 28 0 24 Mar 2022
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow Shanlin Sun Kun Han Deying Kong Hao Tang Xiangyi Yan Xiaohui Xie MedIm AI4CE 27 37 0 16 Mar 2022
Diffeomorphic Image Registration with Neural Velocity Field Kun Han Shanlin Sun Xiangyi Yan Chenyu You Hao Tang Junayed Naushad Haoyu Ma Deying Kong Xiaohui Xie MedIm 22 21 0 25 Feb 2022
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang D. Shen ViT MedIm 28 255 0 24 Feb 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan Huazhu Fu ViT LM&MA MedIm 111 663 0 24 Jan 2022
Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training Shu Zhen Zhang Zihao Li Hong-Yu Zhou Jiechao Ma Yizhou Yu 35 11 0 05 Jan 2022
TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation Haoyu Ma Liangjian Chen Deying Kong Zhe Wang Xingwei Liu Hao Tang Xiangyi Yan Yusheng Xie Shi-yao Lin Xiaohui Xie ViT 19 61 0 18 Oct 2021
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation Chenyu You Yuan Zhou Ruihan Zhao Lawrence H. Staib James S. Duncan 29 226 0 13 Aug 2021
SSCAP: Self-supervised Co-occurrence Action Parsing for Unsupervised Temporal Action Segmentation Zhe Wang Hao Chen Xinyu Li Chunhui Liu Yuanjun Xiong Joseph Tighe Charless C. Fowlkes 27 20 0 29 May 2021
Dense Regression Activation Maps For Lesion Segmentation in CT scans of COVID-19 patients Weiyi Xie Colin Jacobs Jean-Paul Charbonnier Bram van Ginneken MedIm 26 9 0 25 May 2021
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 280 1,982 0 09 Feb 2021