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
Deep Learning Methods for Solving Linear Inverse Problems: Research Directions and Paradigms Yanna Bai Wei-Neng Chen Jie Chen Weisi Guo 29 66 0 27 Jul 2020
JBFnet -- Low Dose CT Denoising by Trainable Joint Bilateral Filtering Mayank Patwari R. Gutjahr R. Raupach Andreas K. Maier 13 16 0 09 Jul 2020
X-ray Photon-Counting Data Correction through Deep Learning Mengzhou Li D. Rundle Ge Wang MedIm 12 23 0 06 Jul 2020
Deep image prior for 3D magnetic particle imaging: A quantitative comparison of regularization techniques on Open MPI dataset Sören Dittmer T. Kluth Mads Thorstein Roar Henriksen Peter Maass 11 18 0 03 Jul 2020
Cascaded Convolutional Neural Networks with Perceptual Loss for Low Dose CT Denoising Sepehr Ataei J. Alirezaie P. Babyn SupR MedIm 11 20 0 26 Jun 2020
On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms Adam Sutton N. Cristianini 28 7 0 17 Jun 2020
Noise2Inpaint: Learning Referenceless Denoising by Inpainting Unrolling Burhaneddin Yaman S. A. Hosseini Mehmet Akçakaya 6 3 0 16 Jun 2020
Sensorless Freehand 3D Ultrasound Reconstruction via Deep Contextual Learning Hengtao Guo Sheng Xu B. Wood Pingkun Yan 12 39 0 13 Jun 2020
Learning to Scan: A Deep Reinforcement Learning Approach for Personalized Scanning in CT Imaging Ziju Shen Yufei Wang Dufan Wu Xu Yang Bin Dong OffRL 25 24 0 03 Jun 2020
Probabilistic self-learning framework for Low-dose CT Denoising T. Bai D. Nguyen Biling Wang Steve B. Jiang OOD 12 31 0 30 May 2020
MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction Haimiao Zhang Baodong Liu Hengyong Yu Bin Dong 14 60 0 30 May 2020
Data Consistent CT Reconstruction from Insufficient Data with Learned Prior Images Yixing Huang Alexander Preuhs M. Manhart G. Lauritsch Andreas K. Maier MedIm 6 5 0 20 May 2020
Self-supervised Dynamic CT Perfusion Image Denoising with Deep Neural Networks Dufan Wu Hui Ren Quanzheng Li OOD MedIm 9 41 0 19 May 2020
Low-Dose CT Image Denoising Using Parallel-Clone Networks Siqi Li Guobao Wang OOD 13 9 0 14 May 2020
W-Cell-Net: Multi-frame Interpolation of Cellular Microscopy Videos Rohit Saha Abenezer Teklemariam Ian S Hsu Alan M. Moses 11 1 0 14 May 2020
ML-LBM: Machine Learning Aided Flow Simulation in Porous Media Ying Da Wang Traiwit Chung R. Armstrong P. Mostaghimi AI4CE 20 18 0 22 Apr 2020
Deep Learning Improves Contrast in Low-Fluence Photoacoustic Imaging A. Hariri Kamran Alipour Yash Mantri J. Schulze J. Jokerst 22 64 0 19 Apr 2020
STAN-CT: Standardizing CT Image using Generative Adversarial Network Mona Selim Jie Zhang B. Fei Guo-Qiang Zhang Jin Chen MedIm DiffM 12 17 0 02 Apr 2020
A game-theoretic approach for Generative Adversarial Networks Barbara Franci Sergio Grammatico GAN 9 12 0 30 Mar 2020
Computed Tomography Reconstruction Using Deep Image Prior and Learned Reconstruction Methods Daniel Otero Baguer Johannes Leuschner Maximilian Schmidt 16 185 0 10 Mar 2020
A Deep learning Approach to Generate Contrast-Enhanced Computerised Tomography Angiography without the Use of Intravenous Contrast Agents A. Chandrashekar A. Handa N. Shivakumar P. Lapolla Vicente Grau Regent Lee MedIm 9 11 0 02 Mar 2020
Multi-Cycle-Consistent Adversarial Networks for CT Image Denoising Jinglan Liu Yukun Ding Jinjun Xiong Qianjun Jia Meiping Huang Jian Zhuang Bike Xie Chunchen Liu Yiyu Shi 8 5 0 27 Feb 2020
Physical Accuracy of Deep Neural Networks for 2D and 3D Multi-Mineral Segmentation of Rock micro-CT Images Ying Da Wang Mehdi Shabaninejad R. Armstrong P. Mostaghimi 3DV 9 19 0 13 Feb 2020
Using a Generative Adversarial Network for CT Normalization and its Impact on Radiomic Features Leihao Wei Yannan Lin William Hsu MedIm GAN 6 14 0 22 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 26 817 0 20 Jan 2020
Bridging the gap between AI and Healthcare sides: towards developing clinically relevant AI-powered diagnosis systems Changhee Han L. Rundo K. Murao T. Nemoto Hideki Nakayama MedIm 19 27 0 12 Jan 2020
Unsupervised Enhancement of Real-World Depth Images Using Tri-Cycle GAN Alona Baruhov Guy Gilboa GAN 12 5 0 11 Jan 2020
A $^3$ DSegNet: Anatomy-aware artifact disentanglement and segmentation network for unpaired segmentation, artifact reduction, and modality translation Y. Lyu Haofu Liao Heqin Zhu S. Kevin Zhou MedIm 6 4 0 02 Jan 2020
Neural Networks-based Regularization for Large-Scale Medical Image Reconstruction A. Kofler Markus Haltmeier T. Schaeffter M. Kachelriess M. Dewey Christian Wald C. Kolbitsch 14 1 0 19 Dec 2019
A hierarchical approach to deep learning and its application to tomographic reconstruction Lin Fu B. D. Man 11 20 0 16 Dec 2019
Dense Recurrent Neural Networks for Accelerated MRI: History-Cognizant Unrolling of Optimization Algorithms S. A. Hosseini Burhaneddin Yaman S. Moeller Mingyi Hong Mehmet Akçakaya AI4CE 14 8 0 16 Dec 2019
Deep Efficient End-to-end Reconstruction (DEER) Network for Few-view Breast CT Image Reconstruction Huidong Xie Hongming Shan W. Cong Chi Liu Xiaohua Zhang Shaohua Liu R. Ning Ge Wang MedIm 6 2 0 09 Dec 2019
Projection-to-Projection Translation for Hybrid X-ray and Magnetic Resonance Imaging Bernhard Stimpel Christopher Syben Tobias Würfl Katharina Breininger P. Hoelter Arnd Dörfler Andreas K. Maier MedIm 17 9 0 19 Nov 2019
Three-dimensional Generative Adversarial Nets for Unsupervised Metal Artifact Reduction M. Nakao Keiho Imanishi N. Ueda Y. Imai T. Kirita T. Matsuda MedIm GAN 14 2 0 19 Nov 2019
Scientific Image Restoration Anywhere V. Abeykoon Zhengchun Liu R. Kettimuthu Geoffrey C. Fox Ian T. Foster 11 19 0 12 Nov 2019
Field of View Extension in Computed Tomography Using Deep Learning Prior Yixing Huang Lei Gao Alexander Preuhs Andreas K. Maier 14 13 0 04 Nov 2019
Machine learning and serving of discrete field theories -- when artificial intelligence meets the discrete universe H. Qin 16 5 0 22 Oct 2019
Parameter-Transferred Wasserstein Generative Adversarial Network (PT-WGAN) for Low-Dose PET Image Denoising Yu Gong Hongming Shan Yueyang Teng Taohui Xiao Ming Li Guodong Liang Ge Wang Shanshan Wang GAN MedIm 9 2 0 13 Oct 2019
The LoDoPaB-CT Dataset: A Benchmark Dataset for Low-Dose CT Reconstruction Methods Johannes Leuschner Maximilian Schmidt Daniel Otero Baguer Peter Maass 14 32 0 01 Oct 2019
Deep-learning-based Breast CT for Radiation Dose Reduction W. Cong Hongming Shan Xiaohua Zhang Shaohua Liu R. Ning Ge Wang MedIm 14 14 0 25 Sep 2019
Integrating Data and Image Domain Deep Learning for Limited Angle Tomography using Consensus Equilibrium Muhammad Usman Ghani W. C. Karl MedIm 9 13 0 31 Aug 2019
Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior Yixing Huang Alexander Preuhs G. Lauritsch M. Manhart Xiaolin Huang Andreas K. Maier 6 38 0 19 Aug 2019
Bayesian Inference with Generative Adversarial Network Priors Dhruv V. Patel Assad A. Oberai GAN AI4CE 25 17 0 22 Jul 2019
MRI Super-Resolution with Ensemble Learning and Complementary Priors Qing Lyu Hongming Shan Ge Wang MedIm SupR 16 96 0 06 Jul 2019
Dual Network Architecture for Few-view CT -- Trained on ImageNet Data and Transferred for Medical Imaging Huidong Xie Hongming Shan W. Cong Xiaohua Zhang Shaohua Liu R. Ning Ge Wang MedIm 3DV 11 21 0 02 Jul 2019
A Review on Deep Learning in Medical Image Reconstruction Hai-Miao Zhang Bin Dong MedIm 27 122 0 23 Jun 2019
GANPOP: Generative Adversarial Network Prediction of Optical Properties from Single Snapshot Wide-field Images Mason T. Chen Faisal Mahmood Jordan A. Sweer Nicholas J. Durr 16 32 0 12 Jun 2019
Natural Image Noise Dataset Benoit Brummer Christophe De Vleeschouwer 11 39 0 01 Jun 2019
A Deep Optimization Approach for Image Deconvolution Zhijian Luo Siyu Chen Y. Qian 6 1 0 16 Apr 2019
Deep Learning Based Computed Tomography Whys and Wherefores S. Bazrafkan V. V. Nieuwenhove J. Soons J. D. Beenhouwer Jan Sijbers 19 8 0 08 Apr 2019