Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks

5 February 2018

Papers citing "Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks"

50 / 83 papers shown

Title
Multi-modal brain MRI synthesis based on SwinUNETR Haowen Pang Weiyan Guo Chuyang Ye ViT 57 0 0 03 Jun 2025
Regression is all you need for medical image translation Sebastian Rassmann David Kügler Christian Ewert Martin Reuter DiffM MedIm 432 0 0 04 May 2025
Cross Modality Medical Image Synthesis for Improving Liver Segmentation Muhammad Rafiq Hazrat Ali Ghulam Mujtaba Zubair Shah Shoaib Azmat GAN MedIm 88 0 0 02 Mar 2025
Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial Networks Richard Osuala Smriti Joshi Apostolia Tsirikoglou Lidia Garrucho Walter H. L. Pinaya Daniel M. Lang Julia A. Schnabel Oliver Díaz Karim Lekadir MedIm 126 0 0 27 Sep 2024
A Plug-and-Play Method for Guided Multi-contrast MRI Reconstruction based on Content/Style Modeling Chinmay Rao M. Osch Nicola Pezzotti J. de Bresser Laurens Beljaards J. Meineke E. Weerdt Huangling Lu M. Doneva Marius Staring 95 1 0 20 Sep 2024
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Arda C. Demirtas Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 134 16 0 22 May 2024
A Domain Translation Framework with an Adversarial Denoising Diffusion Model to Generate Synthetic Datasets of Echocardiography Images Cristiana Tiago S. Snare Jurica Šprem K. Mcleod DiffM MedIm 62 9 0 07 Mar 2024
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data Kwang-Hyun Uhm Seung‐Won Jung M. Choi Sung-Hoo Hong Sung-Jea Ko MedIm 79 11 0 09 Dec 2023
Uni-COAL: A Unified Framework for Cross-Modality Synthesis and Super-Resolution of MR Images Zhiyun Song Zengxin Qi Xin Wang Xiangyu Zhao Zhenrong Shen ... DongDong Chen Linlin Yao Qian Wang Xuehai Wu Lichi Zhang MedIm 106 2 0 14 Nov 2023
Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks Meng Zhou Matthias W. Wagner U. Tabori C. Hawkins B. Ertl-Wagner Farzad Khalvati MedIm 106 5 0 02 Oct 2023
A hybrid quantum-classical conditional generative adversarial network algorithm for human-centered paradigm in cloud Wenjie Liu Ying Zhang Zhiliang Deng Jiaojiao Zhao Lian Tong 67 15 0 30 Sep 2023
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation Yunjie Chen Marius Staring O. M. Neve Stephan R. Romeijn Erik F. Hensen Berit M. Verbist J. Wolterink Qian Tao DiffM MedIm 86 3 0 06 Sep 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 88 156 0 24 Jul 2023
Make-A-Volume: Leveraging Latent Diffusion Models for Cross-Modality 3D Brain MRI Synthesis Lingting Zhu Zeyue Xue Zhenchao Jin Xian Liu Jingzhen He Ziwei Liu Lequan Yu DiffM MedIm 70 35 0 19 Jul 2023
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction Qi Wang Zhijie Wen Jun Shi Qian Wang Dinggang Shen Shihui Ying MedIm 73 3 0 04 May 2023
IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data Tianyu Zhang T. Tan Luyi Han Xin Eric Wang Yuan Gao Jonas Teuwen R. Beets-Tan R. Mann MedIm 85 1 0 03 Feb 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad Amirhossein Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 111 186 0 09 Jan 2023
End to End Generative Meta Curriculum Learning For Medical Data Augmentation Meng Li Brian C. Lovell MedIm 91 4 0 20 Dec 2022
Anatomically constrained CT image translation for heterogeneous blood vessel segmentation Giammarco La Barbera Haithem Boussaid Francesco Maso S. Sarnacki L. Rouet Pietro Gori Isabelle Bloch DiffM MedIm 81 8 0 04 Oct 2022
Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANs S. Amirrajab C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 82 7 0 09 Sep 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers Dwarikanath Mahapatra SupR ViT MedIm 49 5 0 24 Jul 2022
Unsupervised Medical Image Translation with Adversarial Diffusion Models Muzaffer Özbey Onat Dalmaz S. Dar H. Bedel cSaban Ozturk Alper Gungor Tolga cCukur DiffM MedIm 103 289 0 17 Jul 2022
One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis Onat Dalmaz Muhammad Usama Mirza Gokberk Elmas Muzaffer Özbey S. Dar Emir Ceyani Salman Avestimehr Tolga cCukur MedIm 131 42 0 13 Jul 2022
Adaptive Diffusion Priors for Accelerated MRI Reconstruction Alper Gungor S. Dar cSaban Ozturk Yilmaz Korkmaz Gokberk Elmas Muzaffer Özbey Tolga cCukur DiffM MedIm 85 193 0 12 Jul 2022
Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience Rongguang Wang V. Bashyam Zhijian Yang Fanyang Yu Vasiliki Tassopoulou ... Dushyant Sahoo K. Nikita Ahmed Abdulkadir J. Wen Christos Davatzikos GAN MedIm AI4CE 59 50 0 14 Jun 2022
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation Jiang Liu Srivathsa Pasumarthi B. Duffy Enhao Gong Keshav Datta Greg Zaharchuk ViT MedIm 89 64 0 28 Apr 2022
A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis Wanyu Bian Qingchao Zhang X. Ye Yunmei Chen DRL 63 22 0 08 Apr 2022
Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification Tian Xia Pedro Sanchez C. Qin Sotirios A. Tsaftaris OOD MedIm 93 13 0 15 Mar 2022
DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network Ziqi Huang Li Lin Pujin Cheng Kai Pan Xiaoying Tang DiffM MedIm 71 9 0 14 Mar 2022
MIST GAN: Modality Imputation Using Style Transfer for MRI JayaChandra Raju Gayatri Kompella Keerthi Ram R. Rangasami Rajoo Ramachandran M. Sivaprakasam MedIm 51 2 0 21 Feb 2022
Cross-Modality Neuroimage Synthesis: A Survey Guoyang Xie Yawen Huang Jin-Bao Wang Ke Lu Yefeng Zheng Feng Zheng Yaochu Jin 87 7 0 14 Feb 2022
A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis Yu Fu Shunjie Dong Yi Liao Le Xue Yuanfan Xu Feng Li Qianqian Yang Tianbai Yu Mei Tian Cheng Zhuo MedIm 44 8 0 14 Feb 2022
Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation Ramy Hussein Moss Y. Zhao David Shin Jia Guo Kevin T. Chen R. D. Armindo G. Davidzon M. Moseley Greg Zaharchuk MedIm 81 9 0 12 Feb 2022
FedMed-ATL: Misaligned Unpaired Brain Image Synthesis via Affine Transform Loss Jinbao Wang Guoyang Xie Yawen Huang Yefeng Zheng Yaochu Jin Feng Zheng MedIm 66 9 0 29 Jan 2022
FedMed-GAN: Federated Domain Translation on Unsupervised Cross-Modality Brain Image Synthesis Jinbao Wang Guoyang Xie Yawen Huang Yuexiang Li Yefeng Zheng Feng Zheng Yaochu Jin FedML MedIm 132 49 0 22 Jan 2022
Robustness via Uncertainty-aware Cycle Consistency Uddeshya Upadhyay Yanbei Chen Zeynep Akata 86 21 0 24 Oct 2021
Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement Uddeshya Upadhyay Viswanath P. Sudarshan Suyash P. Awate MedIm 99 21 0 07 Oct 2021
Swap-Free Fat-Water Separation in Dixon MRI using Conditional Generative Adversarial Networks Nicolas Basty M. Thanaj M. Cule E. Sorokin Yi Liu Julie Dee Bell E. Thomas Brandon Whitcher MedIm 61 10 0 29 Jul 2021
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation Heran Yang Jian Sun Liwei Yang Zongben Xu MedIm 56 24 0 26 Jul 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 43 23 0 21 Jul 2021
Controllable cardiac synthesis via disentangled anatomy arithmetic Spyridon Thermos Xiao Liu Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 91 14 0 04 Jul 2021
ResViT: Residual vision transformers for multi-modal medical image synthesis Onat Dalmaz Mahmut Yurt Tolga Çukur ViT MedIm 101 352 0 30 Jun 2021
CNNs and GANs in MRI-based cross-modality medical image estimation Azin Shokraei Fard David Reutens Viktor Vegh GAN MedIm 81 2 0 04 Jun 2021
PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer Xuzhe Zhang Xinzi He Jia Guo Nabil Ettehadi Natalie Aw David P. Semanek J. Posner Andrew F. Laine Yun Wang ViT MedIm 50 25 0 28 May 2021
Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis Yuchen Fei Bo Zhan Mei Hong Xi Wu Jiliu Zhou Yan Wang MedIm 62 23 0 06 May 2021
Synthesizing MR Image Contrast Enhancement Using 3D High-resolution ConvNets Chao Chen Catalina Raymond Bill Speier Xinyu Jin T. Cloughesy D. Enzmann B. Ellingson C. Arnold MedIm 63 39 0 04 Apr 2021
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks Jonas Denck J. Guehring Andreas Maier E. Rothgang GAN MedIm 59 28 0 03 Apr 2021
Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction Mobarakol Islam Navodini Wijethilake Hongliang Ren 54 33 0 17 Mar 2021
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation Devavrat Tomar M. Lortkipanidze Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran OOD MedIm 82 74 0 05 Mar 2021
A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation Xiaofeng Liu Fangxu Xing Xiaofeng Liu Jonghye Woo MedIm 61 33 0 14 Jan 2021