Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN)

1 February 2017

Hu Chen

Yang Chen

Papers citing "Low-Dose CT with a Residual Encoder-Decoder Convolutional Neural Network (RED-CNN)"

50 / 79 papers shown

Title
Continuous Filtered Backprojection by Learnable Interpolation Network Hui Lin D. Zeng Qi Xie Zerui Mao Jianhua Ma Deyu Meng MedIm 22 0 0 03 May 2025
Prompt Guiding Multi-Scale Adaptive Sparse Representation-driven Network for Low-Dose CT MAR Baoshun Shi Bing Chen Shaolei Zhang Huazhu Fu Zhanli Hu MedIm 35 0 0 28 Apr 2025
Two-stage Deep Denoising with Self-guided Noise Attention for Multimodal Medical Images S. Sharif R. A. Naqvi Woong-Kee Loh 67 5 0 10 Mar 2025
Semantic Prior Distillation with Vision Foundation Model for Enhanced Rapid Bone Scintigraphy Image Restoration Pengchen Liang Leijun Shi Huiping Yao Bin Pu Jianguo Chen ... Z. Chen Zhaozhao Xu Lite Xu Qing Chang Yiwei Li 80 0 0 04 Mar 2025
MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications Yongrui Yu Yannian Gu S. Zhang Xiaofan Zhang MedIm 44 2 0 20 Oct 2024
Imaging foundation model for universal enhancement of non-ideal measurement CT Yuxin Liu Rongjun Ge Yuting He Zhan Wu Chenyu You Yuan Gao Chenyu You Ge Wang Yang Chen Shuo Li MedIm 29 2 0 02 Oct 2024
EDADepth: Enhanced Data Augmentation for Monocular Depth Estimation Nischal Khanal Shivanand Venkanna Sheshappanavar MDE 42 0 0 10 Sep 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 49 0 0 27 May 2024
IQAGPT: Image Quality Assessment with Vision-language and ChatGPT Models Zhihao Chen Bin Hu Chuang Niu Tao Chen Yuxin Li Hongming Shan Ge Wang LM&MA MLLM 27 4 0 25 Dec 2023
Rotational Augmented Noise2Inverse for Low-dose Computed Tomography Reconstruction Hang Xu A. Perelli 21 1 0 19 Dec 2023
Simulation of Arbitrary Level Contrast Dose in MRI Using an Iterative Global Transformer Model Dayang Wang Srivathsa Pasumarthi Greg Zaharchuk R. Chamberlain MedIm 26 1 0 22 Jul 2023
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems Weijie Gan Shirin Shoushtari Yuyang Hu Jiaming Liu Hongyu An Ulugbek S. Kamilov 28 11 0 22 May 2023
A comparative study between paired and unpaired Image Quality Assessment in Low-Dose CT Denoising Francesco Di Feola L. Tronchin Paolo Soda 8 2 0 11 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 33 49 0 04 Apr 2023
Need for Objective Task-based Evaluation of Deep Learning-Based Denoising Methods: A Study in the Context of Myocardial Perfusion SPECT Zitong Yu Md Ashequr Rahman Richard Laforest T. Schindler R. Gropler R. Wahl Barry A. Siegel Abhinav K. Jha MedIm 20 22 0 03 Mar 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
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond Wenchao Du Hu Chen Yan Zhang H. Yang 34 1 0 31 Jan 2023
Diffusion Denoising for Low-Dose-CT Model Runyi Li DiffM MedIm 25 0 0 27 Jan 2023
Simulator-Based Self-Supervision for Learned 3D Tomography Reconstruction Onni Kosomaa S. Laine Tero Karras M. Aittala J. Lehtinen 28 2 0 14 Dec 2022
Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction Wenjun Xia W. Cong Ge Wang DiffM MedIm 28 23 0 18 Nov 2022
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models Kumud Lakara Matias Valdenegro-Toro UQCV OOD 30 1 0 11 Nov 2022
Self Supervised Low Dose Computed Tomography Image Denoising Using Invertible Network Exploiting Inter Slice Congruence Sutanu Bera P. Biswas 29 5 0 03 Nov 2022
Masked Autoencoders for Low dose CT denoising Dayang Wang Yongshun Xu Shuo Han Hengyong Yu MedIm 19 12 0 10 Oct 2022
$Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20$\times$ Speedup$ Low-Dose CT Using Denoising Diffusion Probabilistic Model for 20 $\times$ Speedup Wenjun Xia Qing Lyu Ge Wang DiffM MedIm 20 4 0 29 Sep 2022
Self-Supervised Coordinate Projection Network for Sparse-View Computed Tomography Qing Wu Rui-jun Feng Hongjiang Wei Jing-xin Yu Yuyao Zhang 45 42 0 12 Sep 2022
Trainable Joint Bilateral Filters for Enhanced Prediction Stability in Low-dose CT Fabian Wagner Mareike Thies Felix Denzinger Mingxuan Gu Mayank Patwari Stefan B. Ploner Noah Maul Laura Pfaff Yixing Huang Andreas Maier MedIm 23 16 0 15 Jul 2022
Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging Ziyuan Yang Wenjun Xia Zexin Lu Yingyu Chen Xiaoxia Li Yi Zhang FedML OOD 16 28 0 08 Jun 2022
A Dataset-free Deep learning Method for Low-Dose CT Image Reconstruction Qiaoqiao Ding Hui Ji Yuhui Quan Xiaoqun Zhang OOD 16 5 0 01 May 2022
Adversarial Distortion Learning for Medical Image Denoising Morteza Ghahremani Mohammad Khateri Alejandra Sierra Jussi Tohka MedIm 27 14 0 29 Apr 2022
Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors Pakshal Bohra Thanh-an Michel Pham Jonathan Dong M. Unser MedIm 23 11 0 18 Mar 2022
CTformer: Convolution-free Token2Token Dilated Vision Transformer for Low-dose CT Denoising Dayang Wang Fenglei Fan Zhan Wu R. Liu Fei Wang Hengyong Yu ViT MedIm 35 122 0 28 Feb 2022
Ultra Low-Parameter Denoising: Trainable Bilateral Filter Layers in Computed Tomography Fabian Wagner Mareike Thies Mingxuan Gu Yixing Huang Sabrina Pechmann ... O. Aust S. Uderhardt G. Schett S. Christiansen Andreas Maier MedIm AI4CE 34 22 0 25 Jan 2022
Sparse-view Cone Beam CT Reconstruction using Data-consistent Supervised and Adversarial Learning from Scarce Training Data Anish Lahiri M. Klasky Jeffrey A. Fessler S. Ravishankar 17 24 0 23 Jan 2022
Self-Attention Generative Adversarial Network for Iterative Reconstruction of CT Images Ruiwen Xing T. Humphries D. Si GAN MedIm 26 1 0 23 Dec 2021
Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models Dongzhuo Li MedIm 38 2 0 07 Dec 2021
Unsupervised Image Denoising with Frequency Domain Knowledge Nahyun Kim Dong-Won Jang Sunhyeok Lee Bomi Kim Dae-Shik Kim 24 6 0 29 Nov 2021
Multi-domain Integrative Swin Transformer network for Sparse-View Tomographic Reconstruction Jiayi Pan Heye Zhang Weifei Wu Z. Gao Weiwen Wu 20 59 0 28 Nov 2021
Unsupervised PET Reconstruction from a Bayesian Perspective Chenyu Shen Wenjun Xia H. Ye Mingzheng Hou Hu Chen Yan Liu Jiliu Zhou Yi Zhang 36 3 0 29 Oct 2021
"One-Shot" Reduction of Additive Artifacts in Medical Images Yu-Jen Chen Yen-Jung Chang Shao-Cheng Wen Yiyu Shi Xiaowei Xu Tsung-Yi Ho Caiming Xiong Haiyun Yuan Zhuang Jian MedIm 24 3 0 23 Oct 2021
Eformer: Edge Enhancement based Transformer for Medical Image Denoising Achleshwar Luthra Harsh Sulakhe Tanish Mittal Abhishek Iyer Santosh Kumar Yadav ViT MedIm 18 82 0 16 Sep 2021
The Application of Convolutional Neural Networks for Tomographic Reconstruction of Hyperspectral Images Wei-Chih Huang M. Peters M. J. Ahlebaek Mads T. Frandsen R. Eriksen B. Jørgensen 19 14 0 30 Aug 2021
Uncertainty-Guided Progressive GANs for Medical Image Translation Uddeshya Upadhyay Yanbei Chen Tobias Hepp S. Gatidis Zeynep Akata MedIm 23 24 0 29 Jun 2021
TED-net: Convolution-free T2T Vision Transformer-based Encoder-decoder Dilation network for Low-dose CT Denoising Dayang Wang Zhan Wu Hengyong Yu ViT MedIm 19 53 0 08 Jun 2021
Chest X-Ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings S. Rajaraman Ghada Zamzmi L. Folio P. Alderson Sameer Kiran Antani 24 41 0 09 Apr 2021
An unsupervised deep learning framework for medical image denoising Swati Rai Jignesh S. Bhatt S. K. Patra MedIm 36 16 0 11 Mar 2021
Multitask 3D CBCT-to-CT Translation and Organs-at-Risk Segmentation Using Physics-Based Data Augmentation N. Dahiya S. Alam Pengpeng Zhang Si-Yuan Zhang A. Yezzi Saad Nadeem 27 29 0 09 Mar 2021
Neural Network-derived perfusion maps: a Model-free approach to computed tomography perfusion in patients with acute ischemic stroke U. Gava F. D’Agata Enzo Tartaglione Marco Grangetto F. Bertolino A. Santocito E. Bennink M. Bergui MedIm 24 7 0 15 Jan 2021
Solving Inverse Problems With Deep Neural Networks -- Robustness Included? Martin Genzel Jan Macdonald M. März AAML OOD 27 101 0 09 Nov 2020
Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective Shao-Cheng Wen Yu-Jen Chen Zihao Liu Wujie Wen Xiaowei Xu Yiyu Shi Tsung-Yi Ho Qianjun Jia Meiping Huang Zhuang Jian MedIm 27 5 0 04 Nov 2020
EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising Tengfei Liang Yi Jin Yidong Li Tao Wang Songhe Feng Congyan Lang 16 94 0 30 Oct 2020