Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and
GANs

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Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANs

9 September 2022

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Papers citing "Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANs"

18 / 18 papers shown

Title
Can segmentation models be trained with fully synthetically generated data? Virginia Fernandez W. H. Pinaya Pedro Borges Petru-Daniel Tudosiu M. Graham Tom Vercauteren M. Jorge Cardoso DiffM MedIm 98 46 0 17 Sep 2022
Brain Imaging Generation with Latent Diffusion Models W. H. Pinaya Petru-Daniel Tudosiu J. Dafflon P. F. D. Costa Virginia Fernandez P. Nachev Sebastien Ourselin M. Jorge Cardoso DiffM MedIm 142 304 0 15 Sep 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 298 30,149 0 01 Mar 2022
Optimized Automated Cardiac MR Scar Quantification with GAN-Based Data Augmentation D. Lustermans S. Amirrajab M. Veta M. Breeuwer C. Scannell MedIm 53 17 0 27 Sep 2021
Studying Robustness of Semantic Segmentation under Domain Shift in cardiac MRI Peter M. Full Fabian Isensee Paul F. Jäger Klaus Maier-Hein OOD 68 45 0 15 Nov 2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms S. Amirrajab Samaneh Abbasi-Sureshjani Yasmina Alkhalil C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 116 25 0 27 Jul 2020
Modelling the Distribution of 3D Brain MRI using a 2D Slice VAE Anna Volokitin Ertunc Erdil Neerav Karani K. Tezcan Xiaoran Chen Luc Van Gool E. Konukoglu 41 34 0 09 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 691 18,310 0 19 Jun 2020
On the effectiveness of GAN generated cardiac MRIs for segmentation Youssef Skandarani Nathan Painchaud Pierre-Marc Jodoin A. Lalande GAN MedIm 50 18 0 18 May 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 510 10,591 0 17 Feb 2020
Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks Gihyun Kwon Chihye Han Dae-Shik Kim GAN MedIm 67 129 0 07 Aug 2019
Semantic Image Synthesis with Spatially-Adaptive Normalization Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 166 2,691 0 18 Mar 2019
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 104 1,393 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 65 415 0 13 Sep 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 108 541 0 26 Jul 2018
MedGAN: Medical Image Translation using GANs Karim Armanious Chenming Yang Marc Fischer Thomas Kustner K. Nikolaou S. Gatidis Bin Yang GAN MedIm 72 550 0 17 Jun 2018
Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks S. Dar Mahmut Yurt Levent Karacan Aykut Erdem Erkut Erdem Tolga Çukur MedIm 84 452 0 05 Feb 2018
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015