Multi-Compound Transformer for Accurate Biomedical Image Segmentation

28 June 2021

Papers citing "Multi-Compound Transformer for Accurate Biomedical Image Segmentation"

33 / 33 papers shown

Title
Compositional Segmentation of Cardiac Images Leveraging Metadata Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh 36 0 0 30 Oct 2024
SkinFormer: Learning Statistical Texture Representation with Transformer for Skin Lesion Segmentation Rongtao Xu Changwei Wang Jiguang Zhang Shibiao Xu Weiliang Meng Xiaopeng Zhang ViT MedIm 31 3 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 24 0 0 23 May 2024
Multi-view Cardiac Image Segmentation via Trans-Dimensional Priors Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh 33 0 0 25 Apr 2024
Q2A: Querying Implicit Fully Continuous Feature Pyramid to Align Features for Medical Image Segmentation Jiahao Yu Li Chen 66 0 0 15 Apr 2024
LaB-GATr: geometric algebra transformers for large biomedical surface and volume meshes Julian Suk Baris Imre J. Wolterink MedIm 40 4 0 12 Mar 2024
Crop and Couple: cardiac image segmentation using interlinked specialist networks Abbas Khan Muhammad Asad Martin Benning C. Roney Gregory Slabaugh 40 3 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 22 7 0 23 Dec 2023
MCANet: Medical Image Segmentation with Multi-Scale Cross-Axis Attention Hao Shao Quansheng Zeng Qibin Hou Jufeng Yang 51 13 0 14 Dec 2023
ACC-UNet: A Completely Convolutional UNet model for the 2020s Nabil Ibtehaz Daisuke Kihara MedIm OOD ViT 19 43 0 25 Aug 2023
Revisiting Computer-Aided Tuberculosis Diagnosis Yun-Hai Liu Yu-Huan Wu Shi-Chen Zhang Li Liu Min-Ying Wu Ming-Ming Cheng 27 14 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 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
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation Abdul Rehman Khan Asifullah Khan ViT MedIm 41 14 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 27 2 0 01 May 2023
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation Xiaofei Huang Hongfang Gong Jin Zhang MedIm 28 2 0 10 Apr 2023
The Multiscale Surface Vision Transformer Simon Dahan Logan Z. J. Williams Daniel Rueckert E. C. Robinson MedIm ViT 10 2 0 21 Mar 2023
TranSOP: Transformer-based Multimodal Classification for Stroke Treatment Outcome Prediction Zeynel A. Samak Philip Clatworthy Majid Mirmehdi 32 6 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 21 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 13 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 38 6 0 13 Oct 2022
The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning Xian Lin Li Yu Kwang-Ting Cheng Zengqiang Yan ViT MedIm 30 31 0 29 Jun 2022
Toward Clinically Assisted Colorectal Polyp Recognition via Structured Cross-modal Representation Consistency Weijie Ma Ye Zhu Ruimao Zhang Jie-jin Yang Yiwen Hu Zhuguo Li Lijuan Xiang ViT MedIm 16 3 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 23 21 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 39 82 0 01 Jun 2022
Memory-efficient Segmentation of High-resolution Volumetric MicroCT Images Yuan Wang Laura Blackie I. Miguel-Aliaga Wenjia Bai 3DV 20 3 0 31 May 2022
Do we really need temporal convolutions in action segmentation? Dazhao Du Bing-Huang Su Yu Li Zhongang Qi Hui Xiong Ying Shan ViT 26 16 0 26 May 2022
TransFusion: Multi-view Divergent Fusion for Medical Image Segmentation with Transformers Ding Liu Yunhe Gao Qilong Zhangli Ligong Han Xiaoxiao He ... Song Wen Qi Chang Zhennan Yan Mu Zhou Dimitris N. Metaxas MedIm 45 33 0 21 Mar 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 Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 111 663 0 24 Jan 2022
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaiane MedIm ViT 129 708 0 09 Sep 2021
TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation Bingzhi Chen Yishu Liu Zheng-Wei Zhang Guangming Lu A. W. Kong MedIm ViT 103 208 0 12 Jul 2021
Segmenting Transparent Object in the Wild with Transformer Enze Xie Wenjia Wang Wenhai Wang Pei Sun Hang Xu Ding Liang Ping Luo ViT 227 28 0 21 Jan 2021