A Plug-and-Play Method for Guided Multi-contrast MRI Reconstruction based on Content/Style Modeling

20 September 2024

Papers citing "A Plug-and-Play Method for Guided Multi-contrast MRI Reconstruction based on Content/Style Modeling"

23 / 23 papers shown

Title
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling Omer F. Atli Bilal Kabas Fuat Arslan Mahmut Yurt Onat Dalmaz Tolga Çukur Mamba 69 13 0 22 May 2024
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction Qi Wang Zhijie Wen Jun Shi Qian Wang Dinggang Shen Shihui Ying MedIm 55 3 0 04 May 2023
Not Only Generative Art: Stable Diffusion for Content-Style Disentanglement in Art Analysis Yankun Wu Yuta Nakashima Noa Garcia CoGe DiffM 53 26 0 20 Apr 2023
Multi-Modal MRI Reconstruction Assisted with Spatial Alignment Network Kai Xuan L. Xiang Xiaoqian Huang Lichi Zhang Shu Liao Dinggang Shen Qian Wang 106 33 0 12 Aug 2021
Multi-Modal Transformer for Accelerated MR Imaging Chun-Mei Feng Yu-bao Yan Geng Chen Yong Xu Ling Shao Huazhu Fu MedIm ViT 59 105 0 27 Jun 2021
MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks Jonas Denck J. Guehring Andreas Maier E. Rothgang GAN MedIm 45 27 0 03 Apr 2021
Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation Gihyun Kwon Jong Chul Ye 84 52 0 30 Mar 2021
Unpaired Deep Learning for Accelerated MRI using Optimal Transport Driven CycleGAN Gyutaek Oh Byeongsu Sim Hyungjin Chung Leonard Sunwoo J. C. Ye OOD MedIm 54 70 0 29 Aug 2020
The Surprising Effectiveness of Linear Unsupervised Image-to-Image Translation Eitan Richardson Yair Weiss 51 11 0 24 Jul 2020
An Adaptive Intelligence Algorithm for Undersampled Knee MRI Reconstruction Nicola Pezzotti Sahar Yousefi Mohamed S. Elmahdy J. V. Gemert C. Schulke ... Sergey Kastryulin B. Lelieveldt M. Osch E. Weerdt Marius Staring 37 98 0 15 Apr 2020
DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior Bo Zhou S. Kevin Zhou 117 154 0 11 Jan 2020
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis Mahmut Yurt S. Dar Aykut Erdem Erkut Erdem Tolga Çukur MedIm 50 143 0 25 Sep 2019
Plug and play methods for magnetic resonance imaging (long version) Rizwan Ahmad Charles A. Bouman G. Buzzard Stanley H. Chan Sizhuo Liu E. T. Reehorst Philip Schniter 65 193 0 20 Mar 2019
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI Jure Zbontar Florian Knoll Anuroop Sriram Tullie Murrell Zhengnan Huang ... Erich Owens C. L. Zitnick M. Recht D. Sodickson Yvonne W. Lui OOD 52 836 0 21 Nov 2018
Coupled Dictionary Learning for Multi-contrast MRI Reconstruction P. Song L. Weizman João F. C. Mota Yonina C. Eldar M. Rodrigues 24 58 0 26 Jun 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 115 2,479 0 12 Apr 2018
Spectral Normalization for Generative Adversarial Networks Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida ODL 151 4,421 0 16 Feb 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 65 447 0 05 Feb 2018
MoDL: Model Based Deep Learning Architecture for Inverse Problems H. Aggarwal M. Mani M. Jacob 110 1,013 0 07 Dec 2017
A Deep Cascade of Convolutional Neural Networks for Dynamic MR Image Reconstruction Jo Schlemper Jose Caballero Joseph V. Hajnal Anthony N. Price Daniel Rueckert 63 1,126 0 08 Apr 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 131 2,731 0 02 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 300 19,560 0 21 Nov 2016
Multi-Contrast MRI Reconstruction with Structure-Guided Total Variation Matthias Joachim Ehrhardt M. Betcke 28 120 0 20 Nov 2015