Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss

3 September 2017

Papers citing "Compressed Sensing MRI Reconstruction using a Generative Adversarial Network with a Cyclic Loss"

50 / 148 papers shown

Title
Deep multi-modal aggregation network for MR image reconstruction with auxiliary modality Chun-Mei Feng Huazhu Fu Tianfei Zhou Yong Xu Ling Shao David Zhang 29 9 0 15 Oct 2021
Noise2Recon: Enabling Joint MRI Reconstruction and Denoising with Semi-Supervised and Self-Supervised Learning Arjun D Desai Batu Mehmet Ozturkler Christopher M. Sandino R. Boutin M. Willis S. Vasanawala B. Hargreaves Christopher Ré John M. Pauly Akshay S. Chaudhari 24 3 0 30 Sep 2021
An Optimal Control Framework for Joint-channel Parallel MRI Reconstruction without Coil Sensitivities Wanyu Bian Yunmei Chen X. Ye 44 14 0 20 Sep 2021
A review and experimental evaluation of deep learning methods for MRI reconstruction Arghya Pal Yogesh Rathi 3DV 47 41 0 17 Sep 2021
MRI Reconstruction Using Deep Energy-Based Model Yu Guan Zongjiang Tu Shanshan Wang Qiegen Liu Yuhao Wang Dong Liang DiffM MedIm 31 13 0 07 Sep 2021
High Fidelity Deep Learning-based MRI Reconstruction with Instance-wise Discriminative Feature Matching Loss Ke Wang Jonathan I. Tamir A. D. Goyeneche U. Wollner R. Brada Stella X. Yu Michael Lustig 13 18 0 27 Aug 2021
An Adversarial Learning Based Approach for Unknown View Tomographic Reconstruction Mona Zehni Zhizhen Zhao GAN 24 0 0 23 Aug 2021
FA-GAN: Fused Attentive Generative Adversarial Networks for MRI Image Super-Resolution M. Jiang Min Zhi Liying Wei Xiaocheng Yang Jucheng Zhang Yongming Li Pin Wang Jiahao Huang Guang Yang MedIm 22 83 0 09 Aug 2021
High-Resolution Pelvic MRI Reconstruction Using a Generative Adversarial Network with Attention and Cyclic Loss Guangyuan Li Jun Lv Xiangrong Tong Chengyan Wang Guang Yang MedIm 8 22 0 21 Jul 2021
Multi-Modal Transformer for Accelerated MR Imaging Chun-Mei Feng Yu-bao Yan Geng Chen Yong Xu Ling Shao Huazhu Fu MedIm ViT 34 104 0 27 Jun 2021
Generative Model Adversarial Training for Deep Compressed Sensing Ashkan Esmaeili GAN 20 0 0 20 Jun 2021
SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks Kuan Zhang Haoji Hu Kenneth A. Philbrick G. Conte Joseph D. Sobek Pouria Rouzrokh Bradley J. Erickson GAN MedIm 21 76 0 04 Jun 2021
Transfer Learning Enhanced Generative Adversarial Networks for Multi-Channel MRI Reconstruction Jun Lv Guangyuan Li Xiangrong Tong Weibo Chen Jiahao Huang Chengyan Wang Guang Yang GAN DiffM MedIm 20 56 0 17 May 2021
End-to-End Sequential Sampling and Reconstruction for MRI Tianwei Yin Zihui Wu He Sun Adrian V. Dalca Yisong Yue Katherine L. Bouman 16 19 0 13 May 2021
Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives Guang Yang Jun Lv Yutong Chen Jiahao Huang Jin Zhu MedIm 26 9 0 04 May 2021
Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction Chun-Mei Feng Zhanyuan Yang Geng Chen Yong Xu Ling Shao 21 29 0 12 Apr 2021
Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond Zhishen Huang Siqi Ye Michael T. McCann S. Ravishankar MedIm 23 10 0 26 Mar 2021
Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks Jiaheng Liu Mehrdad Yaghoobi GAN MedIm 21 5 0 13 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
Model Adaptation for Image Reconstruction using Generalized Stein's Unbiased Risk Estimator H. Aggarwal M. Jacob 24 8 0 29 Jan 2021
Machine Learning in Magnetic Resonance Imaging: Image Reconstruction Javier Montalt-Tordera V. Muthurangu A. Hauptmann J. Steeden AI4CE 29 40 0 09 Dec 2020
Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery Mahmut Yurt Muzaffer Özbey S. Dar Berk Tınaz K. Oguz Tolga Çukur MedIm 33 29 0 27 Nov 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
Multi-Coil MRI Reconstruction Challenge -- Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil Configurations Youssef Beauferris Jonas Teuwen D. Karkalousos N. Moriakov M. Caan ... Mike Lasby N. Nogovitsyn W. Loos Richard Frayne Roberto Souza OOD 19 36 0 10 Nov 2020
Unpaired Deep Learning for Accelerated MRI using Optimal Transport Driven CycleGAN Gyutaek Oh Byeongsu Sim Hyungjin Chung Leonard Sunwoo J. C. Ye OOD MedIm 30 69 0 29 Aug 2020
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction Cong Quan Jinjie Zhou Yuanzheng Zhu Yang Chen Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 19 26 0 14 Aug 2020
MED-TEX: Transferring and Explaining Knowledge with Less Data from Pretrained Medical Imaging Models Thanh Nguyen-Duc He Zhao Jianfei Cai Dinh Q. Phung VLM MedIm 17 4 0 06 Aug 2020
Deep Parallel MRI Reconstruction Network Without Coil Sensitivities Wanyu Bian Yunmei Chen X. Ye 14 11 0 04 Aug 2020
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data Hyungjin Chung Eunju Cha Leonard Sunwoo J. C. Ye MedIm 28 26 0 04 Aug 2020
Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis Nalini Singh Juan Eugenio Iglesias E. Adalsteinsson Adrian V. Dalca Polina Golland 8 19 0 02 Jul 2020
Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review Marjane Khodatars A. Shoeibi Delaram Sadeghi Navid Ghaasemi M. Jafari ... Abbas Khosravi S. Nahavandi Sadiq Hussain U. Acharya M. Berk 28 202 0 02 Jul 2020
Deep Attentive Wasserstein Generative Adversarial Networks for MRI Reconstruction with Recurrent Context-Awareness Yifeng Guo Chengjia Wang Heye Zhang Guang Yang GAN MedIm 21 19 0 23 Jun 2020
Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging Tianming Du Honggang Zhang Yuemeng Li H. K. Song Yong-Xian Fan 25 2 0 02 Jun 2020
Medical Image Generation using Generative Adversarial Networks N. Singh Khalid Raza GAN MedIm 16 20 0 19 May 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 13 520 0 12 May 2020
Deep variational network for rapid 4D flow MRI reconstruction V. Vishnevskiy Jonas Walheim Sebastian Kozerke 21 67 0 20 Apr 2020
An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction Nicola Pezzotti Sahar Yousefi M. Elmahdy J. V. Gemert C. Schulke ... Sergey Kastryulin B. Lelieveldt M. Osch E. Weerdt Marius Staring 14 97 0 15 Apr 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
1D Probabilistic Undersampling Pattern Optimization for MR Image Reconstruction Shengke Xue Ruiliang Bai Xinyu Jin 6 0 0 08 Mar 2020
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction Jiangpeng Yan Shuo Chen Yongbing Zhang Xiu Li 14 23 0 22 Feb 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 26 818 0 20 Jan 2020
Improving GANs for Speech Enhancement Huy P Phan Ian Mcloughlin L. D. Pham Oliver Y. Chén P. Koch M. D. Vos Alfred Mertins 9 115 0 15 Jan 2020
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior Bo Zhou S. Kevin Zhou 34 153 0 11 Jan 2020
An Unsupervised Deep Learning Method for Multi-coil Cine MRI Ziwen Ke Jing Cheng L. Ying Hairong Zheng Yanjie Zhu Dong Liang 28 0 0 20 Dec 2019
$Σ$ -net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction Kerstin Hammernik Jo Schlemper C. Qin Jinming Duan Ronald M. Summers Daniel Rueckert 30 24 0 18 Dec 2019
Reconstructing Multi-echo Magnetic Resonance Images via Structured Deep Dictionary Learning Vanika Singhal A. Majumdar 8 8 0 10 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 16 2 0 09 Dec 2019
Pyramid Convolutional RNN for MRI Image Reconstruction Eric Z. Chen Puyang Wang Xiao Chen Terrence Chen Shanhui Sun 13 41 0 02 Dec 2019
Deep Decomposition Learning for Inverse Imaging Problems Dongdong Chen Mike E. Davies 11 39 0 25 Nov 2019
Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction R. Souza M. Bento N. Nogovitsyn K. J. Chung R. Lebel Richard Frayne 22 56 0 04 Nov 2019