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"

35 / 235 papers shown

Title
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 8 238 0 04 Apr 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
Unpaired image denoising using a generative adversarial network in X-ray CT Hyoung Suk Park Jineon Baek S. You Jae Kyu Choi J. Seo MedIm GAN 15 54 0 04 Mar 2019
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu-Hu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 13 295 0 28 Feb 2019
Deep Learning for Low-Dose CT Denoising Maryam Gholizadeh-Ansari J. Alirezaie P. Babyn MedIm 8 115 0 25 Feb 2019
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 28 157 0 21 Feb 2019
TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks Zhengchun Liu Tekin Bicer R. Kettimuthu D. Gursoy F. Carlo Ian T. Foster MedIm GAN 6 94 0 20 Feb 2019
Quadratic Autoencoder (Q-AE) for Low-dose CT Denoising Fenglei Fan Hongming Shan M. Kalra Ramandeep Singh Guhan Qian M. Getzin Yueyang Teng Juergen Hahn Ge Wang 23 110 0 17 Jan 2019
Adversarial Sparse-View CBCT Artifact Reduction Haofu Liao Z. Huo W. Sehnert S. Kevin Zhou Jiebo Luo MedIm 19 30 0 09 Dec 2018
Low-Dose CT via Deep CNN with Skip Connection and Network in Network Chenyu You Linfeng Yang Yi Zhang Ge Wang MedIm 14 54 0 26 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 14 322 0 08 Nov 2018
Neural Image Compression for Gigapixel Histopathology Image Analysis David Tellez G. Litjens Jeroen van der Laak F. Ciompi 19 206 0 07 Nov 2018
Visual Attention Network for Low Dose CT Wenchao Du Hu Chen Peixi Liao Hongyu Yang Ge Wang Yi Zhang GAN MedIm 17 33 0 31 Oct 2018
Generative adversarial networks and adversarial methods in biomedical image analysis J. Wolterink Konstantinos Kamnitsas C. Ledig Ivana Išgum MedIm GAN 17 21 0 24 Oct 2018
Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction Dufan Wu Kyungsang Kim Quanzheng Li 15 42 0 05 Oct 2018
A Deep Learning Framework for Single-Sided Sound Speed Inversion in Medical Ultrasound Micha Feigin-Almon Daniel Freedman B. Anthony SyDa MedIm 11 86 0 30 Sep 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,369 0 19 Sep 2018
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 13 408 0 13 Sep 2018
Generating Highly Realistic Images of Skin Lesions with GANs Christoph Baur Shadi Albarqouni Nassir Navab GAN MedIm 11 79 0 05 Sep 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 14 92 0 12 Aug 2018
CT Super-resolution GAN Constrained by the Identical, Residual, and Cycle Learning Ensemble(GAN-CIRCLE) Chenyu You Guang Li Yi Zhang Xiaoliu Zhang Hongming Shan ... Zhuiyang Zhang W. Cong Michael W. Vannier P. Saha Ge Wang MedIm GAN SupR 13 399 0 10 Aug 2018
Improving Electron Micrograph Signal-to-Noise with an Atrous Convolutional Encoder-Decoder Jeffrey M. Ede 23 1 0 30 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 14 197 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 14 536 0 17 Jun 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 62 206 0 02 May 2018
MelanoGANs: High Resolution Skin Lesion Synthesis with GANs Christoph Baur Shadi Albarqouni Nassir Navab GAN MedIm 16 87 0 12 Apr 2018
Deep Residual Learning for Accelerated MRI using Magnitude and Phase Networks Dongwook Lee Jaejun Yoo S. Tak J. C. Ye OOD 20 296 0 02 Apr 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 23 873 0 03 Mar 2018
A Mathematical Framework for Deep Learning in Elastic Source Imaging J. Yoo Abdul Wahab J. C. Ye 6 8 0 27 Feb 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 21 349 0 15 Feb 2018
Unsupervised Despeckling Deepak Mishra S. Chaudhury M. Sarkar A. Soin 14 1 0 10 Jan 2018
Two Birds with One Stone: Transforming and Generating Facial Images with Iterative GAN Dan Ma B. Liu Zhao Kang Jiayu Zhou Jianke Zhu Zenglin Xu CVBM GAN 18 6 0 16 Nov 2017
Deep Illumination: Approximating Dynamic Global Illumination with Generative Adversarial Network M. M. Thomas A. Forbes 3DV 12 25 0 26 Oct 2017
Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT Yoseob Han J. C. Ye 8 514 0 28 Aug 2017
Sharpness-aware Low dose CT denoising using conditional generative adversarial network Xin Yi P. Babyn GAN MedIm 12 261 0 22 Aug 2017