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1908.01612
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Multi-Contrast Super-Resolution MRI Through a Progressive Network
IEEE Transactions on Medical Imaging (TMI), 2019
5 August 2019
Qing Lyu
Hongming Shan
Ge Wang
SupR
MedIm
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Papers citing
"Multi-Contrast Super-Resolution MRI Through a Progressive Network"
42 / 42 papers shown
UniFS: Unified Multi-Contrast MRI Reconstruction via Frequency-Spatial Fusion
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Yiwei Ren
Kai Pan
Dong-mei Wei
Pujin Cheng
X. Wu
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05 Dec 2025
MRI Super-Resolution with Deep Learning: A Comprehensive Survey
Mohammad Khateri
Serge Vasylechko
Morteza Ghahremani
Liam Timms
Deniz Kocanaogullari
...
Davood Karimi
Alejandra Sierra
Jussi Tohka
Sila Kurugol
O. Afacan
462
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20 Nov 2025
SSCM: A Spatial-Semantic Consistent Model for Multi-Contrast MRI Super-Resolution
Xiaoman Wu
Lubin Gan
Siying Wu
Jing Zhang
Yunwei Ou
Xiaoyan Sun
371
2
0
23 Sep 2025
Nexus-INR: Diverse Knowledge-guided Arbitrary-Scale Multimodal Medical Image Super-Resolution
Bo Zhang
JianFei Huo
Zheng Zhang
Wufan Wang
Hui Gao
Xiangyang Gong
Wendong Wang
SupR
260
1
0
05 Aug 2025
Decoupling Multi-Contrast Super-Resolution: Self-Supervised Implicit Re-Representation for Unpaired Cross-Modal Synthesis
Hongyu Rui
Yinzhe Wu
Fanwen Wang
Jiahao Huang
Liutao Yang
Zi Wang
Guang Yang
Guang Yang
SupR
325
0
0
09 May 2025
Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution
Zexin Ji
Beiji Zou
Xiaoyan Kui
S. Thureau
S. Ruan
Mamba
MedIm
261
3
0
14 Apr 2025
A Single-Frame and Multi-Frame Cascaded Image Super-Resolution Method
Italian National Conference on Sensors (INS), 2024
Jing Sun
Qiangqiang Yuan
Huanfeng Shen
Jie Li
Liangpei Zhang
SupR
331
5
0
13 Dec 2024
Learning Two-factor Representation for Magnetic Resonance Image Super-resolution
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Weifeng Wei
Heng Chen
Pengxiang Su
SupR
225
1
0
15 Sep 2024
SGSR: Structure-Guided Multi-Contrast MRI Super-Resolution via Spatio-Frequency Co-Query Attention
Shaoming Zheng
Yinsong Wang
Siyi Du
Chen Qin
271
1
0
06 Aug 2024
MMR-Mamba: Multi-Modal MRI Reconstruction with Mamba and Spatial-Frequency Information Fusion
Jing Zou
Lanqing Liu
Qi Chen
Shujun Wang
Zhanli Hu
Xiaohan Xing
Jing Qin
Mamba
328
34
0
27 Jun 2024
Enhance the Image: Super Resolution using Artificial Intelligence in MRI
Ziyu Li
Zihan Li
Haoxiang Li
Q. Fan
Karla L. Miller
Wenchuan Wu
Akshay Chaudhari
Qiyuan Tian
SupR
MedIm
310
1
0
19 Jun 2024
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution
Guangyuan Li
Chen Rao
Juncheng Mo
Zhanjie Zhang
Wei Xing
Lei Zhao
MedIm
316
65
0
07 Apr 2024
DCAE-SR: Design of a Denoising Convolutional Autoencoder for reconstructing Electrocardiograms signals at Super Resolution
U. Lomoio
Pierangelo Veltri
P. H. Guzzi
Pietro Lio'
204
5
0
29 Mar 2024
Partition-based K-space Synthesis for Multi-contrast Parallel Imaging
Magnetic Resonance Imaging (MRI), 2023
Yuxia Huang
Zhonghui Wu
Xiaoling Xu
Minghui Zhang
Shanshan Wang
Qiegen Liu
216
1
0
01 Dec 2023
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Pengcheng Lei
Faming Fang
Guixu Zhang
Ming Xu
MedIm
SupR
307
23
0
03 Sep 2023
Dual Arbitrary Scale Super-Resolution for Multi-Contrast MRI
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Jiamiao Zhang
Yichen Chi
Jun Lyu
Wenming Yang
Yapeng Tian
MedIm
SupR
301
17
0
05 Jul 2023
Compound Attention and Neighbor Matching Network for Multi-contrast MRI Super-resolution
Wenxuan Chen
Sirui Wu
Shuai Wang
Zhong Li
Jia Yang
Huifeng Yao
Xiao-quan Song
SupR
MedIm
437
3
0
05 Jul 2023
High-Similarity-Pass Attention for Single Image Super-Resolution
IEEE Transactions on Image Processing (IEEE TIP), 2023
Jianmei Su
Min Gan
Ieee Guang-Yong Chen Senior Member
Wenzhong Guo
F. I. C. L. Philip Chen
260
39
0
25 May 2023
Joint MR sequence optimization beats pure neural network approaches for spin-echo MRI super-resolution
H. Dang
Vladimir Golkov
Thomas Wimmer
Zorah Lähner
Andreas K. Maier
Moritz Zaiss
SupR
256
1
0
12 May 2023
Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
J. McGinnis
Antonio Terpin
Hongwei Bran Li
Vasiliki Sideri-Lampretsa
Robert Graf
...
Nil Stolt Ansó
Mark Muhlau
Jan S. Kirschke
Daniel Rueckert
Benedikt Wiestler
SupR
297
39
0
27 Mar 2023
DisC-Diff: Disentangled Conditional Diffusion Model for Multi-Contrast MRI Super-Resolution
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Ye Mao
Lan Jiang
Xi Chen
Chao Li
DiffM
MedIm
258
58
0
24 Mar 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning
Jin Zhu
Guang Yang
Pietro Lio
ViT
MedIm
374
10
0
22 Feb 2023
Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction
ACM Multimedia (ACM MM), 2022
Gang Yang
Li Zhang
Man Zhou
Aiping Liu
Xun Chen
Zhiwei Xiong
Feng Wu
MedIm
194
26
0
15 Sep 2022
Robust Real-World Image Super-Resolution against Adversarial Attacks
ACM Multimedia (MM), 2021
N. Babaguchi
John R. Smith
Pengxu Wei
T. Plagemann
Rong Yan
AAML
301
28
0
31 Jul 2022
Improved Super Resolution of MR Images Using CNNs and Vision Transformers
Dwarikanath Mahapatra
SupR
ViT
MedIm
214
5
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24 Jul 2022
Unsupervised Representation Learning for 3D MRI Super Resolution with Degradation Adaptation
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2022
Tao Huang
Hao Li
Wei Chen
Euijoon Ahn
Kang Han
Adeel Razi
Wei Xiang
Jinman Kim
David Dagan Feng
OOD
405
3
0
13 May 2022
Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Mariana-Iuliana Georgescu
Radu Tudor Ionescu
A. Miron
O. Savencu
Nicolae-Cătălin Ristea
N. Verga
Fahad Shahbaz Khan
SupR
184
86
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08 Apr 2022
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution
Computer Vision and Pattern Recognition (CVPR), 2022
Guangyuan Li
Jun Lv
Yapeng Tian
Qingyu Dou
Chengyan Wang
Chenliang Xu
Jing Qin
MedIm
224
99
0
26 Mar 2022
Memory-augmented Deep Unfolding Network for Guided Image Super-resolution
International Journal of Computer Vision (IJCV), 2022
Man Zhou
Keyu Yan
Jin-shan Pan
Wenqi Ren
Qiaokang Xie
Xiangyong Cao
GAN
SupR
158
83
0
12 Feb 2022
An Arbitrary Scale Super-Resolution Approach for 3D MR Images via Implicit Neural Representation
Qing Wu
Yuwei Li
Yawen Sun
Yan Zhou
Hongjiang Wei
Jing-xin Yu
Yuyao Zhang
246
94
0
27 Oct 2021
Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution
Chun-Mei Feng
Yu-bao Yan
Kai-An Yu
Yong Xu
Ling Shao
Huazhu Fu
SupR
MedIm
183
60
0
03 Sep 2021
Multi-Modal MRI Reconstruction Assisted with Spatial Alignment Network
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Kai Xuan
L. Xiang
Xiaoqian Huang
Lichi Zhang
Shu Liao
Dinggang Shen
Qian Wang
552
42
0
12 Aug 2021
High-Resolution Pelvic MRI Reconstruction Using a Generative Adversarial Network with Attention and Cyclic Loss
IEEE Access (IEEE Access), 2021
Guangyuan Li
Jun Lv
Xiangrong Tong
Chengyan Wang
Guang Yang
MedIm
144
29
0
21 Jul 2021
IREM: High-Resolution Magnetic Resonance (MR) Image Reconstruction via Implicit Neural Representation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Qing Wu
Yuwei Li
Lan Xu
Rui-jun Feng
Hongjian Wei
Qing Yang
Boliang Yu
Xiaozhao Liu
Jingyi Yu
Yuyao Zhang
173
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0
29 Jun 2021
Multi-Modal Transformer for Accelerated MR Imaging
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Chun-Mei Feng
Yu-bao Yan
Geng Chen
Yong Xu
Ling Shao
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295
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Multi-Contrast MRI Super-Resolution via a Multi-Stage Integration Network
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Chun-Mei Feng
Huazhu Fu
Shuhao Yuan
Yong Xu
SupR
193
122
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19 May 2021
Reference-based Texture transfer for Single Image Super-resolution of Magnetic Resonance images
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Madhu Mithra
Sriprabha Ramanarayanan
Keerthi Ram
M. Sivaprakasam
SupR
OOD
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85
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Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast
NeuroImage (NeuroImage), 2020
Juan Eugenio Iglesias
Benjamin Billot
Yael Balbastre
A. Tabari
J. Conklin
Daniel C. Alexander
Polina Golland
B. Edlow
Bruce Fischl
278
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Semi-Supervised Learning of Mutually Accelerated MRI Synthesis without Fully-Sampled Ground Truths
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S. Dar
Muzaffer Özbey
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Kader Karli Ouguz
Tolga cCukur
MedIm
392
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174
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Reconstruct high-resolution multi-focal plane images from a single 2D wide field image
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Sibo Liu
Shenghua Cheng
Xiuli Liu
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167
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Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network
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Yibin Xie
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MedIm
202
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