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 / 70 papers shown

Title
Regression is all you need for medical image translation Sebastian Rassmann David Kügler Christian Ewert Martin Reuter DiffM MedIm 270 0 0 04 May 2025
Anatomical Similarity as a New Metric to Evaluate Brain Generative Models Bahram Jafrasteh Wei Peng Cheng Wan Yimin Luo Ehsan Adeli Qingyu Zhao DiffM MedIm 69 0 0 30 Apr 2025
HepatoGEN: Generating Hepatobiliary Phase MRI with Perceptual and Adversarial Models Jens Hooge Gerard Sanroma-Guell Faidra Stavropoulou Alexander Ullmann Gesine Knobloch Mark Klemens Carola Schmidt Sabine Weckbach Andreas Bolz DiffM MedIm 97 0 0 25 Apr 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 43 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 35 1 0 20 Sep 2024
Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET Symac Kim Junho Moon Haejun Chung Ikbeom Jang MedIm 52 0 0 18 Jun 2024
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation Fuat Arslan Bilal Kabas Onat Dalmaz Muzaffer Özbey Tolga Çukur MedIm DiffM 48 12 0 10 May 2024
Improving Multi-Center Generalizability of GAN-Based Fat Suppression using Federated Learning Pranav Kulkarni Adway U. Kanhere Harshita Kukreja Vivian Zhang Paul H. Yi Vishwa S. Parekh MedIm AI4CE 32 0 0 10 Apr 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 42 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 38 11 0 09 Dec 2023
Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs Wei Peng Tomas Bosschieter J. Ouyang Robert Paul Ehsan Adeli Qingyu Zhao K. Pohl MedIm 38 9 0 07 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 47 14 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 32 3 0 06 Sep 2023
Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review Aghiles Kebaili J. Lapuyade-Lahorgue S. Ruan MedIm 26 144 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 39 33 0 19 Jul 2023
Generative Adversarial Networks for Brain Images Synthesis: A Review Firoozeh Shomal Zadeh S. Molani Maysam Orouskhani Marziyeh Rezaei Mehrzad Shafiei Hossein Abbasi MedIm GAN 20 3 0 16 May 2023
Low-field magnetic resonance image enhancement via stochastic image quality transfer Hongxiang Lin Matteo Figini F. D’Arco G. Ogbole Ryutaro Tanno ... D. Carmichael I. Lagunju J. Cross D. Fernández-Reyes Daniel C. Alexander 37 20 0 26 Apr 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 32 1 0 03 Feb 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 43 162 0 09 Jan 2023
High-fidelity Direct Contrast Synthesis from Magnetic Resonance Fingerprinting Ke Wang M. Doneva J. Meineke T. Amthor Ekin Karasan Fei Tan Jonathan I. Tamir Stella X. Yu Michael Lustig MedIm 36 15 0 21 Dec 2022
Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks Ramy Hussein David Shin Moss Y. Zhao Jia Guo G. Davidzon M. Moseley Greg Zaharchuk MedIm 27 1 0 22 Nov 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 48 8 0 04 Oct 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers Dwarikanath Mahapatra SupR ViT MedIm 32 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 46 276 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 36 39 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 38 184 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 33 46 0 14 Jun 2022
Acceleration of cerebral blood flow and arterial transit time maps estimation from multiple post-labeling delay arterial spin-labeled MRI via deep learning Yiran Li Ze Wang 28 0 0 13 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 29 56 0 28 Apr 2022
A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis Wanyu Bian Qingchao Zhang X. Ye Yunmei Chen DRL 31 22 0 08 Apr 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 34 9 0 14 Mar 2022
Cross-Modality Neuroimage Synthesis: A Survey Guoyang Xie Yawen Huang Jin-Bao Wang Ke Lu Yefeng Zheng Feng Zheng Yaochu Jin 33 7 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 19 8 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 42 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 48 47 0 22 Jan 2022
Data Augmentation For Medical MR Image Using Generative Adversarial Networks Panjian Huang Xu Liu Yongzhen Huang OOD MedIm 24 10 0 29 Nov 2021
Robustness via Uncertainty-aware Cycle Consistency Uddeshya Upadhyay Yanbei Chen Zeynep Akata 33 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 49 21 0 07 Oct 2021
Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging Shunxing Bao Yucheng Tang Ho Hin Lee Riqiang Gao S. Chiron ... Lori A. Coburn K. Wilson Joseph T. Roland Bennett A. Landman Yuankai Huo 35 5 0 18 Sep 2021
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation Heran Yang Jian Sun Liwei Yang Zongben Xu MedIm 22 22 0 26 Jul 2021
Controllable cardiac synthesis via disentangled anatomy arithmetic Spyridon Thermos Xiao Liu Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 32 14 0 04 Jul 2021
ResViT: Residual vision transformers for multi-modal medical image synthesis Onat Dalmaz Mahmut Yurt Tolga Çukur ViT MedIm 34 338 0 30 Jun 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
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks Jonas Denck J. Guehring Andreas Maier E. Rothgang GAN MedIm 35 26 0 03 Apr 2021
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation Devavrat Tomar M. Lortkipanidze Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran OOD MedIm 25 72 0 05 Mar 2021
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast Juan Eugenio Iglesias Benjamin Billot Yael Balbastre A. Tabari J. Conklin Daniel C. Alexander Polina Golland B. Edlow Bruce Fischl 47 101 0 24 Dec 2020
Geometrically Matched Multi-source Microscopic Image Synthesis Using Bidirectional Adversarial Networks Jun Zhuang Dali Wang 6 7 0 26 Oct 2020
Synthesis of COVID-19 Chest X-rays using Unpaired Image-to-Image Translation H. Zunair A. Ben Hamza MedIm 48 39 0 20 Oct 2020
Multi-Domain Image Completion for Random Missing Input Data Liyue Shen Wentao Zhu Xiaosong Wang Lei Xing John M. Pauly ... Thomas Sanford Sherif Mehralivand Peter L. Choyke Bradford J. Wood Daguang Xu MedIm 18 69 0 10 Jul 2020
Self domain adapted network Yufan He A. Carass Lianrui Zuo Blake E. Dewey Jerry L. Prince OOD 33 29 0 07 Jul 2020