Eformer: Edge Enhancement based Transformer for Medical Image Denoising

16 September 2021

Papers citing "Eformer: Edge Enhancement based Transformer for Medical Image Denoising"

27 / 27 papers shown

Title
DenoMamba: A fused state-space model for low-dose CT denoising Şaban Öztürk Oğuz Can Duran Tolga Çukur Mamba MedIm 33 4 0 19 Sep 2024
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV Zhiwen Yang Hui Zhang Dan Zhao Bingzheng Wei Bingzheng Wei Yan Xu MedIm 43 10 0 14 Jul 2024
All-In-One Medical Image Restoration via Task-Adaptive Routing Zhiwen Yang Haowei Chen Ziniu Qian Yang Yi Hui Zhang Dan Zhao Bingzheng Wei Yan Xu MedIm 26 9 0 30 May 2024
Joint Edge Optimization Deep Unfolding Network for Accelerated MRI Reconstruction Yue Cai Yu Luo Jie Ling Shun Yao 22 2 0 09 May 2024
Full-resolution MLPs Empower Medical Dense Prediction Mingyuan Meng Yuxin Xue Da-wei Feng Lei Bi Jinman Kim MedIm 21 4 0 28 Nov 2023
MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data Haoyuan Chen Yufei Han Pin Xu Yanyi Li Kuan Li Jianping Yin 26 0 0 07 Sep 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 19 25 0 30 Jun 2023
Real-World Denoising via Diffusion Model Chenghan Yang Lijing Liang Zhixun Su DiffM 24 14 0 08 May 2023
A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement Q. H. Cap Atsushi Fukuda Hitoshi Iyatomi MedIm 9 3 0 04 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 28 54 0 04 Apr 2023
Whole-body PET image denoising for reduced acquisition time I. Kruzhilov Stepan Kudin Luka Vetoshkin Elena Sokolova V. Kokh MedIm 26 2 0 28 Mar 2023
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond Wenchao Du Hu Chen Yan Zhang H. Yang 23 1 0 31 Jan 2023
Vision Transformers in Medical Imaging: A Review Emerald U. Henry Onyeka Emebob C. Omonhinmin ViT MedIm 22 34 0 18 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 40 357 0 14 Nov 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
Deep is a Luxury We Don't Have Ahmed Taha Yen Nhi Truong Vu Brent Mombourquette Thomas P. Matthews Jason Su Sadanand Singh ViT MedIm 20 2 0 11 Aug 2022
PTGCF: Printing Texture Guided Color Fusion for Impressionism Oil Painting Style Rendering Jing Geng Li’e Ma Xiaoquan Li Yijun Yan 15 2 0 26 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 20 0 02 Jun 2022
HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction Zalan Fabian Berk Tinaz Mahdi Soltanolkotabi 25 50 0 15 Mar 2022
CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-dose CT Denoising Dayang Wang Fenglei Fan Zhan Wu R. Liu Fei-Yue Wang Hengyong Yu ViT MedIm 29 121 0 28 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 20 254 0 24 Feb 2022
A Transformer-based Network for Deformable Medical Image Registration Yibo Wang W. Qian Xuming Zhang ViT MedIm 9 10 0 24 Feb 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan H. Fu ViT LM&MA MedIm 108 663 0 24 Jan 2022
Multi-domain Integrative Swin Transformer network for Sparse-View Tomographic Reconstruction Jiayi Pan Heye Zhang Weifei Wu Z. Gao Weiwen Wu 16 59 0 28 Nov 2021
CyTran: A Cycle-Consistent Transformer with Multi-Level Consistency for Non-Contrast to Contrast CT Translation Nicolae-Cătălin Ristea A. Miron O. Savencu Mariana-Iuliana Georgescu N. Verga F. Khan Radu Tudor Ionescu ViT MedIm 35 20 0 12 Oct 2021
Colorization Transformer Manoj Kumar Dirk Weissenborn Nal Kalchbrenner ViT 226 156 0 08 Feb 2021
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 67 338 0 25 Jan 2021