DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising

24 August 2021

Papers citing "DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising"

23 / 23 papers shown

Title
Geodesic Diffusion Models for Medical Image-to-Image Generation Teng Zhang Hongxu Jiang Kuang Gong Wei Shao DiffM MedIm 34 0 0 02 Mar 2025
Unsupervised Training of a Dynamic Context-Aware Deep Denoising Framework for Low-Dose Fluoroscopic Imaging Sun-Young Jeon Sen Wang Adam S. Wang G. Gold Jang-Hwan Choi MedIm 34 0 0 29 Oct 2024
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
Iterative CT Reconstruction via Latent Variable Optimization of Shallow Diffusion Models S. Ozaki S. Kaji T. Imae K. Nawa H. Yamashita K. Nakagawa DiffM MedIm 34 0 0 06 Aug 2024
MVMS-RCN: A Dual-Domain Unfolding CT Reconstruction with Multi-sparse-view and Multi-scale Refinement-correction Xiaohong Fan Ke-long Chen Huaming Yi Yin Yang Jianping Zhang 43 0 0 27 May 2024
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation Hongxu Jiang Muhammad Imran Linhai Ma Teng Zhang Yuyin Zhou Muxua Liang Kuang Gong Wei Shao DiffM MedIm 49 14 0 23 May 2024
One Noise to Rule Them All: Learning a Unified Model of Spatially-Varying Noise Patterns Arman Maesumi Dylan Hu Krishi Saripalli Vladimir G. Kim Matthew Fisher Sören Pirk Daniel E. Ritchie DiffM 27 2 0 25 Apr 2024
WiTUnet: A U-Shaped Architecture Integrating CNN and Transformer for Improved Feature Alignment and Local Information Fusion Bin Wang Fei Deng Peifan Jiang Shuang Wang Xiao Han Zhixuan Zhang MedIm 23 6 0 15 Apr 2024
Multi-Scale Texture Loss for CT denoising with GANs Francesco Di Feola L. Tronchin V. Guarrasi Paolo Soda MedIm 26 2 0 25 Mar 2024
Low-dose CT Denoising with Language-engaged Dual-space Alignment Zhihao Chen Tao Chen Chenhui Wang Chuang Niu Ge Wang Hongming Shan 29 7 0 10 Mar 2024
Learn From Orientation Prior for Radiograph Super-Resolution: Orientation Operator Transformer Y. Huang Tomo Miyazaki Xiaofeng Liu Kaiyuan Jiang Zhengmi Tang S. Omachi MedIm 26 1 0 27 Dec 2023
Learning to Distill Global Representation for Sparse-View CT Zilong Li Chenglong Ma Jie Chen Junping Zhang Hongming Shan 21 9 0 16 Aug 2023
A Hybrid CNN-Transformer Architecture with Frequency Domain Contrastive Learning for Image Deraining Cheng-i Wang Wei Li 34 0 0 07 Aug 2023
Nest-DGIL: Nesterov-optimized Deep Geometric Incremental Learning for CS Image Reconstruction Xiaohong Fan Yin Yang Ke-long Chen Yujie Feng Jianping Zhang 20 6 0 06 Aug 2023
ASCON: Anatomy-aware Supervised Contrastive Learning Framework for Low-dose CT Denoising Zhihao Chen Qinhan Gao Yi Zhang Hongming Shan 23 16 0 23 Jul 2023
Cross-domain Denoising for Low-dose Multi-frame Spiral Computed Tomography Yucheng Lu Zhixin Xu M. Choi Jimin Kim Seung‐Won Jung OOD 23 3 0 21 Apr 2023
Two-stage MR Image Segmentation Method for Brain Tumors based on Attention Mechanism Li Zhu Jiawei Jiang Lin Lu Jin Li GAN MedIm 13 0 0 17 Apr 2023
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization Q. Gao Zilong Li Junping Zhang Yi Zhang Hongming Shan DiffM MedIm 27 49 0 04 Apr 2023
LIT-Former: Linking In-plane and Through-plane Transformers for Simultaneous CT Image Denoising and Deblurring Zhihao Chen Chuang Niu Qi Gao Ge Wang Hongming Shan MedIm ViT 3DV 36 20 0 21 Feb 2023
Robust Split Federated Learning for U-shaped Medical Image Networks Ziyuan Yang Yingyu Chen Huijie Huangfu Maosong Ran Hui Wang Xiaoxiao Li Yi Zhang OOD FedML 29 11 0 13 Dec 2022
Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI with Simultaneous Motion Estimation and Super-Resolution Shaohua Zhi Yinghui Wang Haonan Xiao T. Bai Yunsong Tang Bing Li Chenyang Liu Wen Li Tian Li Jing Cai 17 4 0 21 Nov 2022
Quad-Net: Quad-domain Network for CT Metal Artifact Reduction Zilong Li Qinhan Gao Yaping Wu Chuang Niu Junping Zhang Meiyun Wang Ge Wang Hongming Shan MedIm 13 8 0 24 Jul 2022
Transforming Image Generation from Scene Graphs Renato Sortino S. Palazzo C. Spampinato ViT 29 2 0 01 Jul 2022