Medical Image Synthesis with Context-Aware Generative Adversarial Networks

16 December 2016

Papers citing "Medical Image Synthesis with Context-Aware Generative Adversarial Networks"

24 / 74 papers shown

Title
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 23 408 0 13 Sep 2018
Unsupervised learning for cross-domain medical image synthesis using deformation invariant cycle consistency networks Chengjia Wang G. Macnaught G. Papanastasiou Tom J. MacGillivray D. Newby MedIm GAN OOD 13 31 0 12 Aug 2018
Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks Hoo-Chang Shin Neil A. Tenenholtz Jameson K. Rogers C. Schwarz M. Senjem J. Gunter Katherine P. Andriole Mark H. Michalski MedIm 35 537 0 26 Jul 2018
MRI to FDG-PET: Cross-Modal Synthesis Using 3D U-Net For Multi-Modal Alzheimer's Classification Apoorva Sikka Skand Peri Deepti R. Bathula MedIm 22 34 0 26 Jul 2018
Conditional Infilling GANs for Data Augmentation in Mammogram Classification Eric Wu K. Wu David D. Cox William Lotter MedIm 22 135 0 21 Jul 2018
Generative Adversarial Networks for MR-CT Deformable Image Registration C. Tanner Firat Özdemir Romy Profanter Valery Vishnevsky E. Konukoglu Orçun Göksel MedIm OOD GAN 30 55 0 19 Jul 2018
Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT Per Welander Simon Karlsson Anders Eklund GAN MedIm 22 103 0 20 Jun 2018
Uncertainty in multitask learning: joint representations for probabilistic MR-only radiotherapy planning Felix J. S. Bragman Ryutaro Tanno Zach Eaton-Rosen Wenqi Li D. Hawkes Sebastien Ourselin Daniel C. Alexander J. McClelland M. Jorge Cardoso UQCV 33 49 0 18 Jun 2018
Compressed Sensing with Deep Image Prior and Learned Regularization Dave Van Veen A. Jalal Mahdi Soltanolkotabi Eric Price S. Vishwanath A. Dimakis 33 178 0 17 Jun 2018
CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation D. Jin Ziyue Xu Youbao Tang Adam P. Harrison D. Mollura MedIm 57 185 0 11 Jun 2018
Capturing Variabilities from Computed Tomography Images with Generative Adversarial Networks U. Javaid J. Lee GAN MedIm 33 5 0 29 May 2018
Deep CT to MR Synthesis using Paired and Unpaired Data Cheng-Bin Jin Hakil Kim Wonmo Jung Seongsu Joo Eunsik Park Young Saem Ahn I. Han Jae-Il Lee X. Cui MedIm 22 191 0 28 May 2018
GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial Networks Amir Yazdanbakhsh Hajar Falahati Philip J. Wolfe K. Samadi Nam Sung Kim H. Esmaeilzadeh 30 71 0 10 May 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov Benjamin Planche Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic 27 23 0 24 Apr 2018
Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI Sahin Olut Y. Sahin Ugur Demir Gözde B. Ünal MedIm GAN 29 66 0 12 Apr 2018
GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification Maayan Frid-Adar I. Diamant Eyal Klang Michal Amitai Jacob Goldberger H. Greenspan GAN MedIm 43 1,549 0 03 Mar 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang Ling Yang Yefeng Zheng MedIm 50 378 0 27 Feb 2018
Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification Maayan Frid-Adar Eyal Klang Michal Amitai Jacob Goldberger H. Greenspan MedIm GAN 19 691 0 08 Jan 2018
Learning Implicit Brain MRI Manifolds with Deep Learning Camilo Bermudez A. Plassard L. Davis A. Newton Susan M. Resnick Bennett A. Landman DiffM MedIm 40 128 0 05 Jan 2018
Towards the Augmented Pathologist: Challenges of Explainable-AI in Digital Pathology Andreas Holzinger Bernd Malle Peter Kieseberg P. Roth Heimo Muller Robert Reihs K. Zatloukal 19 91 0 18 Dec 2017
Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images Kuang Gong Jaewon Yang Kyungsang Kim Xiaofeng Liu Youngho Seo Quanzheng Li 36 95 0 17 Dec 2017
Visual Feature Attribution using Wasserstein GANs Christian F. Baumgartner Lisa M. Koch K. Tezcan Jia Xi Ang E. Konukoglu GAN MedIm 52 145 0 24 Nov 2017
Learning Deep Representations of Medical Images using Siamese CNNs with Application to Content-Based Image Retrieval Yu-An Chung W. Weng SSL MedIm 32 67 0 22 Nov 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