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)"

46 / 96 papers shown

Title
Solving Inverse Problems With Deep Neural Networks -- Robustness Included? Martin Genzel Jan Macdonald M. März AAML OOD 34 101 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 30 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
CT Reconstruction with PDF: Parameter-Dependent Framework for Multiple Scanning Geometries and Dose Levels Wenjun Xia Zexin Lu Yongqiang Huang Yan Liu Hu Chen Jiliu Zhou Yi Zhang 21 9 0 27 Oct 2020
Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model Zhuonan He Yikun Zhang Yu Guan S. Niu Yi Zhang Yang Chen Qiegen Liu DiffM MedIm 33 12 0 27 Sep 2020
Limited View Tomographic Reconstruction Using a Deep Recurrent Framework with Residual Dense Spatial-Channel Attention Network and Sinogram Consistency Bo Zhou S. Kevin Zhou James S. Duncan Chi Liu 27 8 0 03 Sep 2020
A model-guided deep network for limited-angle computed tomography Wei Wang X. Xia Chuanjiang He Zemin Ren Jian Lu Tianfu Wang Baiying Lei 3DV MedIm 18 0 0 10 Aug 2020
Deep Learning Improves Contrast in Low-Fluence Photoacoustic Imaging A. Hariri Kamran Alipour Yash Mantri J. Schulze J. Jokerst 30 64 0 19 Apr 2020
Learning Invariant Representation for Unsupervised Image Restoration Wenchao Du Hu Chen Hongyu Yang OOD 24 86 0 28 Mar 2020
Geometric Approaches to Increase the Expressivity of Deep Neural Networks for MR Reconstruction Eunju Cha Gyutaek Oh J. C. Ye 27 11 0 17 Mar 2020
Computed Tomography Reconstruction Using Deep Image Prior and Learned Reconstruction Methods Daniel Otero Baguer Johannes Leuschner Maximilian Schmidt 29 186 0 10 Mar 2020
Momentum-Net for Low-Dose CT Image Reconstruction Siqi Ye Y. Long Il Yong Chun 6 8 0 27 Feb 2020
Deep Learning for Biomedical Image Reconstruction: A Survey Hanene Ben Yedder Ben Cardoen Ghassan Hamarneh MedIm 3DV 24 93 0 26 Feb 2020
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge Florian Knoll Tullie Murrell Anuroop Sriram N. Yakubova Jure Zbontar ... Aaron Defazio Matthew Muckley D. Sodickson C. L. Zitnick M. Recht 29 209 0 06 Jan 2020
Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data Huidong Xie Hongming Shan Ge Wang MedIm 19 29 0 13 Nov 2019
J-MoDL: Joint Model-Based Deep Learning for Optimized Sampling and Reconstruction H. Aggarwal M. Jacob 17 5 0 06 Nov 2019
A Review on Deep Learning in Medical Image Reconstruction Hai-Miao Zhang Bin Dong MedIm 35 122 0 23 Jun 2019
A Feature Transfer Enabled Multi-Task Deep Learning Model on Medical Imaging F. Gao H. Yoon Teresa Wu Xianghua Chu 22 84 0 05 Jun 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 13 239 0 04 Apr 2019
Deep Learning for Low-Dose CT Denoising Maryam Gholizadeh-Ansari J. Alirezaie P. Babyn MedIm 8 115 0 25 Feb 2019
Neumann Networks for Inverse Problems in Imaging Davis Gilton Greg Ongie Rebecca Willett 19 24 0 13 Jan 2019
Soft Autoencoder and Its Wavelet Adaptation Interpretation Fenglei Fan Mengzhou Li Yueyang Teng Ge Wang 24 3 0 31 Dec 2018
Bi-Linear Modeling of Data Manifolds for Dynamic-MRI Recovery Gaurav N. Shetty Konstantinos Slavakis Abhishek Bose Ukash Nakarmi G. Scutari L. Ying 22 25 0 27 Dec 2018
Low-Dose CT via Deep CNN with Skip Connection and Network in Network Chenyu You Linfeng Yang Yi Zhang Ge Wang MedIm 22 54 0 26 Nov 2018
On a Sparse Shortcut Topology of Artificial Neural Networks Fenglei Fan Dayang Wang Hengtao Guo Qikui Zhu Pingkun Yan Ge Wang Hengyong Yu 38 22 0 22 Nov 2018
Injecting and removing malignant features in mammography with CycleGAN: Investigation of an automated adversarial attack using neural networks Anton S. Becker Lukás Jendele Ondrej Skopek N. Berger Soleen Ghafoor M. Marcon E. Konukoglu MedIm 18 4 0 19 Nov 2018
Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods? Deepak Mishra Atul Padole AP Prathosh Aravind Jayendran R. Khera Varun Srivastava S. Chaudhury Ge Wang OOD 3DV 36 322 0 08 Nov 2018
Visual Attention Network for Low Dose CT Wenchao Du Hu Chen Peixi Liao Hongyu Yang Ge Wang Yi Zhang GAN MedIm 33 33 0 31 Oct 2018
Unsupervised Deep Features for Remote Sensing Image Matching via Discriminator Network Fnu Mohbat Numan Khurshid M. Taj 26 15 0 15 Oct 2018
One Network to Solve All ROIs: Deep Learning CT for Any ROI using Differentiated Backprojection Yoseob Han J. C. Ye 12 35 0 01 Oct 2018
Denoising of 3-D Magnetic Resonance Images Using a Residual Encoder-Decoder Wasserstein Generative Adversarial Network Maosong Ran Jinrong Hu Yang Chen Hu Chen Huaiqiang Sun Jiliu Zhou Yi Zhang MedIm 30 92 0 12 Aug 2018
Deep Back Projection for Sparse-View CT Reconstruction Dong Hye Ye G. Buzzard M. Ruby Charles A. Bouman MedIm 27 30 0 06 Jul 2018
Cycle Consistent Adversarial Denoising Network for Multiphase Coronary CT Angiography Eunhee Kang H. Koo D. Yang Joon Bum Seo J. C. Ye MedIm 27 197 0 26 Jun 2018
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 14 541 0 17 Jun 2018
k-Space Deep Learning for Accelerated MRI Yoseob Han Leonard Sunwoo J. C. Ye 43 188 0 10 May 2018
Structure-sensitive Multi-scale Deep Neural Network for Low-Dose CT Denoising Chenyu You Qingsong Yang Hongming Shan L. Gjesteby Guang Li ... Zhuiyang Zhang Zhen Zhao Yi Zhang W. Cong Ge Wang MedIm 70 206 0 02 May 2018
SD-CNN: a Shallow-Deep CNN for Improved Breast Cancer Diagnosis F. Gao Teresa Wu Jing Li B. Zheng L. Ruan Desheng Shang B. Patel 23 164 0 01 Mar 2018
3D Convolutional Encoder-Decoder Network for Low-Dose CT via Transfer Learning from a 2D Trained Network Hongming Shan Yi Zhang Qingsong Yang Uwe Krüger M. Kalra Ling Sun W. Cong Ge Wang MedIm 27 349 0 15 Feb 2018
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning Y. Yoon Shujaat Khan Jaeyoung Huh J. C. Ye 26 114 0 17 Dec 2017
MoDL: Model Based Deep Learning Architecture for Inverse Problems H. Aggarwal M. Mani M. Jacob 81 1,001 0 07 Dec 2017
Intelligent Parameter Tuning in Optimization-based Iterative CT Reconstruction via Deep Reinforcement Learning Chenyang Shen Y. Gonzalez Liyuan Chen Steve B. Jiang X. Jia 38 89 0 01 Nov 2017
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction Harshit Gupta Kyong Hwan Jin H. Nguyen Michael T. McCann M. Unser 3DV 39 362 0 06 Sep 2017
Sharpness-aware Low dose CT denoising using conditional generative adversarial network Xin Yi P. Babyn GAN MedIm 28 261 0 22 Aug 2017
Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss Qingsong Yang Pingkun Yan Yanbo Zhang Hengyong Yu Yongyi Shi X. Mou M. Kalra Ge Wang GAN MedIm 32 1,189 0 03 Aug 2017
Learned Primal-dual Reconstruction J. Adler Ozan Oktem MedIm 26 747 0 20 Jul 2017
A Cascaded Convolutional Neural Network for X-ray Low-dose CT Image Denoising Dufan Wu Kyungsang Kim Xiaofeng Liu Quanzheng Li MedIm OOD 34 65 0 11 May 2017