Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss

3 August 2017

Papers citing "Low Dose CT Image Denoising Using a Generative Adversarial Network with Wasserstein Distance and Perceptual Loss"

50 / 235 papers shown

Title
Generative Models Improve Radiomics Performance in Different Tasks and Different Datasets: An Experimental Study Junhua Chen Inigo Bermejo Andre Dekker L. Wee DiffM MedIm AI4CE 17 8 0 06 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 14 14 0 30 Aug 2021
DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising Zhizhong Huang Junping Zhang Yi Zhang Hongming Shan MedIm 18 147 0 24 Aug 2021
An Adversarial Learning Based Approach for Unknown View Tomographic Reconstruction Mona Zehni Zhizhen Zhao GAN 14 0 0 23 Aug 2021
MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN (GLA-GAN) for Multi-Modal Diagnosis of Alzheimer's Disease Apoorva Sikka Skand Jitender Singh Virk Deepti R. Bathula MedIm 11 32 0 04 Aug 2021
Uncertainty-Guided Progressive GANs for Medical Image Translation Uddeshya Upadhyay Yanbei Chen Tobias Hepp S. Gatidis Zeynep Akata MedIm 12 25 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 11 53 0 08 Jun 2021
Meta-learning with implicit gradients in a few-shot setting for medical image segmentation Rabindra Khadka Debesh Jha Steven Hicks Vajira Thambawita Michael A. Riegler Sharib Ali P. Halvorsen 22 46 0 06 Jun 2021
Window-Level is a Strong Denoising Surrogate Ayaan Haque Adam S. Wang A. Imran 11 4 0 15 May 2021
GCN-MIF: Graph Convolutional Network with Multi-Information Fusion for Low-dose CT Denoising Kecheng Chen Jiayu Sun Jiang Shen Jixiang Luo Xinyu Zhang ... Dongsheng Wu Yue Zhao Miguel Bento Yazhou Ren X. Pu 18 2 0 15 May 2021
Generative Models Improve Radiomics Reproducibility in Low Dose CTs: A Simulation Study Junhua Chen Chong Zhang A. Traverso I. Zhovannik Andre Dekker L. Wee Inigo Bermejo DiffM SyDa MedIm 15 19 0 30 Apr 2021
Provably Convergent Learned Inexact Descent Algorithm for Low-Dose CT Reconstruction Qingchao Zhang Mehrdad Alvandipour Wenjun Xia Yi Zhang X. Ye Yunmei Chen 11 6 0 27 Apr 2021
Multi-Cycle-Consistent Adversarial Networks for Edge Denoising of Computed Tomography Images Xiaowe Xu Jiawei Zhang Jinglan Liu Yukun Ding Tianchen Wang ... Wen Xie Yuhao Dong Qianjun Jia Meiping Huang Yiyu Shi MedIm 11 0 0 25 Apr 2021
Lesion-Inspired Denoising Network: Connecting Medical Image Denoising and Lesion Detection Kecheng Chen Kun Long Yazhou Ren Jiayu Sun X. Pu MedIm 17 20 0 18 Apr 2021
Cycle-free CycleGAN using Invertible Generator for Unsupervised Low-Dose CT Denoising Taesung Kwon Jong Chul Ye MedIm 6 29 0 17 Apr 2021
Synthesizing MR Image Contrast Enhancement Using 3D High-resolution ConvNets Chao Chen Catalina Raymond Bill Speier Xinyu Jin T. Cloughesy D. Enzmann B. Ellingson C. Arnold MedIm 11 37 0 04 Apr 2021
Low Dose Helical CBCT denoising by using domain filtering with deep reinforcement learning W. Kang Mayank Patwari 8 0 0 02 Apr 2021
High-Fidelity and Arbitrary Face Editing Yue Gao Fangyun Wei Jianmin Bao Shuyang Gu Dong Chen Fang Wen Z. Lian CVBM 11 65 0 29 Mar 2021
Equivariant Imaging: Learning Beyond the Range Space Dongdong Chen Julián Tachella Mike E. Davies SSL 26 93 0 26 Mar 2021
Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond Zhishen Huang Siqi Ye Michael T. McCann S. Ravishankar MedIm 15 10 0 26 Mar 2021
Task-Oriented Low-Dose CT Image Denoising Jiajin Zhang Hanqing Chao Xuanang Xu Chuang Niu Ge Wang Pingkun Yan OOD MedIm 18 18 0 25 Mar 2021
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising Zexin Lu Wenjun Xia Yongqiang Huang Hongming Shan Hu Chen Jiliu Zhou Yan Zhang MedIm 15 23 0 24 Mar 2021
An unsupervised deep learning framework for medical image denoising Swati Rai Jignesh S. Bhatt S. K. Patra MedIm 22 16 0 11 Mar 2021
Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation Ce Wang Haimiao Zhang Qian Li Kun Shang Y. Lyu Bin Dong S. Kevin Zhou 17 12 0 09 Mar 2021
UVTomo-GAN: An adversarial learning based approach for unknown view X-ray tomographic reconstruction Mona Zehni Zhizhen Zhao GAN 8 4 0 09 Feb 2021
Deep High-Resolution Network for Low Dose X-ray CT Denoising T. Bai D. Nguyen Biling Wang Steve B. Jiang OOD 23 3 0 01 Feb 2021
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans Abhishek Shivdeo R. Lokwani V. Kulkarni A. Kharat Aniruddha Pant 17 12 0 19 Jan 2021
Generative Adversarial U-Net for Domain-free Medical Image Augmentation Xiaocong Chen Yun Yvonna Li Lina Yao Ehsan Adeli Yu Zhang GAN OOD MedIm 38 17 0 12 Jan 2021
Contextual colorization and denoising for low-light ultra high resolution sequences Nantheera Anantrasirichai David Bull DiffM 18 17 0 05 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 27 2 0 04 Jan 2021
Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning Peyman Tahghighi R. Zoroofi S. Safi Alireza Ramezani MedIm GAN 14 0 0 28 Dec 2020
Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies Pourya Shamsolmoali Masoumeh Zareapoor Eric Granger Huiyu Zhou Ruili Wang M. E. Celebi Jie Yang EGVM 39 138 0 26 Dec 2020
LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT Yi Zhang Hu Chen Wenjun Xia Yang Chen Baodong Liu Yan Liu Huaiqiang Sun Jiliu Zhou 10 40 0 13 Dec 2020
Manipulating Medical Image Translation with Manifold Disentanglement Siyu Liu Jason Dowling C. Engstrom P. Greer Stuart Crozier Shekhar S. Chandra MedIm 20 8 0 27 Nov 2020
Image Denoising for Strong Gaussian Noises With Specialized CNNs for Different Frequency Components Seyedroohollah Hosseini 17 0 0 26 Nov 2020
Noise Conscious Training of Non Local Neural Network powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising Sutanu Bera P. Biswas MedIm OOD 17 62 0 11 Nov 2020
Solving Inverse Problems With Deep Neural Networks -- Robustness Included? Martin Genzel Jan Macdonald M. März AAML OOD 19 101 0 09 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 6 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 11 8 0 27 Oct 2020
Self-Supervised Training For Low Dose CT Reconstruction Mehmet Ozan Unal M. Ertas I. Yildirim OOD 6 12 0 25 Oct 2020
Training Generative Adversarial Networks via stochastic Nash games Barbara Franci Sergio Grammatico GAN 13 16 0 17 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 25 12 0 27 Sep 2020
Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification G. Liang Yu Zhang Xiaoqin Wang Nathan Jacobs UQCV 20 59 0 09 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 14 8 0 03 Sep 2020
Heightmap Reconstruction of Macula on Color Fundus Images Using Conditional Generative Adversarial Networks Peyman Tahghighi R. Zoroofi Sareh Saffi Alireza Ramezani GAN MedIm 6 1 0 03 Sep 2020
Data and Image Prior Integration for Image Reconstruction Using Consensus Equilibrium Student Member Ieee Muhammad Usman Ghani F. I. W. Clem Karl 11 16 0 31 Aug 2020
Brain Stroke Lesion Segmentation Using Consistent Perception Generative Adversarial Network Shuqiang Wang Zhuo Chen Wen Yu Baiying Lei GAN MedIm 7 61 0 30 Aug 2020
AdaIN-Switchable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising Jawook Gu J. C. Ye MedIm 6 7 0 13 Aug 2020
TextureWGAN: Texture Preserving WGAN with MLE Regularizer for Inverse Problems Masaki Ikuta Jun Zhang GAN 6 3 0 11 Aug 2020
Stabilizing Deep Tomographic Reconstruction Weiwen Wu Dianlin Hu W. Cong Hongming Shan Shaoyu Wang Chuang Niu Pingkun Yan Hengyong Yu V. Vardhanabhuti Ge Wang OOD 12 10 0 04 Aug 2020