Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT

20 June 2018

Papers citing "Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT"

31 / 31 papers shown

Title
Image-to-Image Translation Based on Deep Generative Modeling for Radiotherapy Synthetic Dataset Creation Olga Glazunova Cecile J. A. Wolfs Frank Verhaegen MedIm 29 0 0 17 Sep 2024
The Quest for Early Detection of Retinal Disease: 3D CycleGAN-based Translation of Optical Coherence Tomography into Confocal Microscopy Xin Tian Nantheera Anantrasirichai Lindsay B. Nicholson A. Achim 27 1 0 07 Aug 2024
Could We Generate Cytology Images from Histopathology Images? An Empirical Study Soumyajyoti Dey S. Chakraborty Utso Guha Roy Nibaran Das MedIm 28 0 0 16 Mar 2024
IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data Tianyu Zhang T. Tan Luyi Han Xin Wang Yuan Gao Jonas Teuwen R. Beets-Tan R. Mann MedIm 30 1 0 03 Feb 2023
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models Kumud Lakara Matias Valdenegro-Toro UQCV OOD 30 1 0 11 Nov 2022
One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction Hong Peng Chenbo Jiang Jing Cheng Minghui Zhang Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 47 17 0 15 Aug 2022
Feather-Light Fourier Domain Adaptation in Magnetic Resonance Imaging Ivan Zakazov V. Shaposhnikov Iaroslav Bespalov Dmitry Dylov OOD 30 8 0 31 Jul 2022
A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-based Photometric Image Enhancement Models Carlos Axel Garcia-Vega Ricardo Espinosa G. Ochoa-Ruiz T. Bazin L. Falcón-Morales Dominique Lamarque C. Daul MedIm 22 8 0 06 Jul 2022
A Deep Generative Model of Neonatal Cortical Surface Development Abdulah Fawaz Logan Z. J. Williams A. Edwards E. C. Robinson MedIm 17 3 0 15 Jun 2022
A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis Wanyu Bian Qingchao Zhang X. Ye Yunmei Chen DRL 29 22 0 08 Apr 2022
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques Inkyu Sa Jongyoon Lim H. Ahn Bruce A. MacDonald 33 18 0 17 Mar 2022
Generation of microbial colonies dataset with deep learning style transfer J. Pawlowski Sylwia Majchrowska Tomasz Golan 22 22 0 06 Nov 2021
Bridging the gap between paired and unpaired medical image translation Pauliina Paavilainen S. Akram Arno Solin MedIm 33 16 0 15 Oct 2021
CNNs and GANs in MRI-based cross-modality medical image estimation Azin Shokraei Fard David Reutens Viktor Vegh GAN MedIm 29 1 0 04 Jun 2021
Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies Pourya Shamsolmoali Masoumeh Zareapoor Eric Granger Huiyu Zhou Ruili Wang M. E. Celebi Jie Yang EGVM 41 138 0 26 Dec 2020
Flow-based Deformation Guidance for Unpaired Multi-Contrast MRI Image-to-Image Translation T. Bui Manh Nguyen Ngan Le Khoa Luu MedIm 17 14 0 03 Dec 2020
Manipulating Medical Image Translation with Manifold Disentanglement Siyu Liu Jason Dowling C. Engstrom P. Greer Stuart Crozier Shekhar S. Chandra MedIm 28 8 0 27 Nov 2020
Micro-CT Synthesis and Inner Ear Super Resolution via Generative Adversarial Networks and Bayesian Inference Hongwei Bran Li Rameshwara G. N. Prasad Anjany Sekuboyina Chen Niu S. Bai W. Hemmert Bjoern H. Menze SupR OOD MedIm 29 1 0 27 Oct 2020
Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data Synthesis From a Single Timepoint Ahmed Nebli Uğur Ali Kaplan I. Rekik AI4TS 9 16 0 28 Sep 2020
Steganography GAN: Cracking Steganography with Cycle Generative Adversarial Networks Nibraas Khan Ruj Haan George Boktor Michael Mccomas Ramin Daneshi GAN 6 3 0 07 Jun 2020
Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training H. Nguyen Simon Luo Fabio Ramos GAN MedIm 17 4 0 09 Dec 2019
Artificial Intelligence in Glioma Imaging: Challenges and Advances Weina Jin M. Fatehi Kumar Abhishek Mayur Mallya B. Toyota Ghassan Hamarneh 31 42 0 28 Nov 2019
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis Mahmut Yurt S. Dar Aykut Erdem Erkut Erdem Tolga Çukur MedIm 33 142 0 25 Sep 2019
Generating fMRI volumes from T1-weighted volumes using 3D CycleGAN David Abramian Anders Eklund MedIm 15 12 0 19 Jul 2019
Which Contrast Does Matter? Towards a Deep Understanding of MR Contrast using Collaborative GAN Dongwook Lee Won-Jin Moon J. C. Ye GAN MedIm 36 8 0 10 May 2019
DiamondGAN: Unified Multi-Modal Generative Adversarial Networks for MRI Sequences Synthesis Hongwei Bran Li Johannes C. Paetzold Anjany Sekuboyina Florian Kofler Jianguo Zhang Jan S. Kirschke Benedikt Wiestler Bjoern H. Menze GAN MedIm 18 88 0 29 Apr 2019
Unsupervised Medical Image Translation Using Cycle-MedGAN Karim Armanious Chenming Jiang Sherif Abdulatif Thomas Kustner S. Gatidis Bin Yang MedIm 13 113 0 08 Mar 2019
Refacing: reconstructing anonymized facial features using GANs David Abramian Anders Eklund PICV CVBM MedIm 14 47 0 15 Oct 2018
Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks Xuan Gu H. Knutsson Markus Nilsson Anders Eklund DiffM MedIm 9 29 0 05 Oct 2018
Generative Adversarial Network in Medical Imaging: A Review Xin Yi Ekta Walia P. Babyn GAN MedIm 31 1,370 0 19 Sep 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 334 10,621 0 19 Feb 2017