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1907.03063
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MRI Super-Resolution with Ensemble Learning and Complementary Priors
IEEE Transactions on Computational Imaging (TCI), 2019
6 July 2019
Qing Lyu
Hongming Shan
Ge Wang
MedIm
SupR
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Papers citing
"MRI Super-Resolution with Ensemble Learning and Complementary Priors"
34 / 34 papers shown
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
392
1
0
20 Nov 2025
ECLARE: Efficient cross-planar learning for anisotropic resolution enhancement
Samuel W. Remedios
Shuwen Wei
Shuo Han
Jinwei Zhang
A. Carass
Kurt G. Schilling
Dzung L. Pham
Jerry L. Prince
Blake E. Dewey
266
0
0
14 Mar 2025
Introducing 3D Representation for Medical Image Volume-to-Volume Translation via Score Fusion
Xiyue Zhu
Dou Hoon Kwark
Ruike Zhu
Kaiwen Hong
Yiqi Tao
Shirui Luo
Yudu Li
Zhi-Pei Liang
Volodymyr V. Kindratenko
MedIm
351
0
0
13 Jan 2025
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models
Neural Information Processing Systems (NeurIPS), 2024
Shangquan Sun
Wenqi Ren
Ziqiang Liu
Hyunhee Park
Rui Wang
Xiaochun Cao
236
4
0
30 Oct 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
173
1
0
15 Sep 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
226
1
0
19 Jun 2024
Super-resolution of biomedical volumes with 2D supervision
Cheng Jiang
Alexander Gedeon
Yiwei Lyu
Eric Landgraf
Yufeng Zhang
X. Hou
A. Kondepudi
Asadur Chowdury
Honglak Lee
Rui Feng
222
2
0
15 Apr 2024
Generalized super-resolution 4D Flow MRI
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using ensemble learning to extend across the cardiovascular system
Leon Ericsson
Adam Hjalmarsson
Muhammad Usman Akbar
E. Ferdian
Mia Bonini
...
Susanne Schnell
C. A. Figueroa
David A. Nordsletten
Alistair A. Young
David Marlevi
OOD
195
7
0
20 Nov 2023
Energy-Guided Diffusion Model for CBCT-to-CT Synthesis
Linjie Fu
Xia Li
Xiuding Cai
Dongkai Miao
Yu Yao
Yali Shen
DiffM
MedIm
215
13
0
07 Aug 2023
TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-Resolution
The Visual Computer (TVC), 2023
Sha-Wo Huang
Xiaohong Liu
Tao Tan
Menghan Hu
Xiaoer Wei
Ting Chen
Bin Sheng
SupR
ViT
MedIm
127
79
0
11 Jun 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
189
1
0
12 May 2023
Generative AI for Rapid Diffusion MRI with Improved Image Quality, Reliability and Generalizability
Amir Sadikov
Xinlei Pan
Hannah L Choi
Lanya T. Cai
P. Mukherjee
DiffM
MedIm
195
3
0
10 Mar 2023
An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal
Information Processing in Medical Imaging (IPMI), 2023
Yikang Liu
Eric Z. Chen
Xiao Chen
Terrence Chen
Shanhui Sun
MedIm
146
3
0
06 Feb 2023
Flexible Alignment Super-Resolution Network for Multi-Contrast MRI
Yiming Liu
Mengxi Zhang
Weiqin Zhang
Bo Jiang
Bo Hou
Dan Liu
Jie Chen
Heqing Lian
MedIm
176
3
0
07 Oct 2022
Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models
Qing Lyu
Ge Wang
DiffM
MedIm
300
116
0
24 Sep 2022
CAIR: Fast and Lightweight Multi-Scale Color Attention Network for Instagram Filter Removal
Woon-Ha Yeo
Wang-Taek Oh
Kyung-Su Kang
Young-Il Kim
Han-Cheol Ryu
217
2
0
30 Aug 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
207
90
0
26 Mar 2022
Single Image Super-Resolution Methods: A Survey
Bahattin Can Maral
SupR
121
15
0
17 Feb 2022
A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI
Qing Lyu
S. Namjoshi
E. McTyre
U. Topaloglu
Richard A. Barcus
...
S. Tatter
K. Watabe
Wei Zhang
Ge Wang
C. Whitlow
MedIm
208
0
0
07 Oct 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
116
27
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
152
68
0
29 Jun 2021
Task Transformer Network for Joint MRI Reconstruction and Super-Resolution
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Chun-Mei Feng
Yu-bao Yan
Huazhu Fu
Li Chen
Yong Xu
ViT
MedIm
184
155
0
12 Jun 2021
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity
Megi Isallari
I. Rekik
136
19
0
02 May 2021
SRR-Net: A Super-Resolution-Involved Reconstruction Method for High Resolution MR Imaging
Wenqi Huang
Seng Jia
Ziwen Ke
Zhuoxu Cui
Jing Cheng
Yanjie Zhu
Dong Liang
SupR
96
2
0
13 Apr 2021
Towards Ultrafast MRI via Extreme k-Space Undersampling and Superresolution
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
A. Belov
J. Stadelmann
Sergey Kastryulin
Dmitry V. Dylov
170
7
0
04 Mar 2021
Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain
Senrong You
Yong Liu
Baiying Lei
Shuqiang Wang
MedIm
142
138
0
09 Nov 2020
VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data
IEEE Transactions on Image Processing (TIP), 2020
Yinhao Li
Yutaro Iwamoto
Lanfen Lin
R. Xu
Yenwei Chen
SupR
219
46
0
16 Oct 2020
GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes
Megi Isallari
I. Rekik
108
12
0
23 Sep 2020
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques
IEEE International Joint Conference on Neural Network (IJCNN), 2020
Yijun Zhao
Jacek Ossowski
Xuming Wang
Shangjin Li
O. Devinsky
Samantha P. Martin
H. Pardoe
MedIm
231
12
0
10 Jul 2020
Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network
Qing Lyu
Hongming Shan
Yibin Xie
Debiao Li
Ge Wang
MedIm
138
46
0
23 Jun 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning
Biomedical Optics Express (BOE), 2020
S. Devalla
T. Pham
S. Panda
Zhang Liang
Giridhar Subramanian
...
L. Schmetterer
S. Perera
Tin Aung
Alexandre Hoang Thiery
M. Girard
165
34
0
22 Feb 2020
Multi-Contrast Super-Resolution MRI Through a Progressive Network
IEEE Transactions on Medical Imaging (TMI), 2019
Qing Lyu
Hongming Shan
Ge Wang
SupR
MedIm
124
169
0
05 Aug 2019
Simultaneous reconstruction of the initial pressure and sound speed in photoacoustic tomography using a deep-learning approach
Hongming Shan
Christopher Wiedeman
Ge Wang
Yang Yang
117
27
0
23 Jul 2019
Soft Autoencoder and Its Wavelet Adaptation Interpretation
Fenglei Fan
Mengzhou Li
Yueyang Teng
Ge Wang
238
4
0
31 Dec 2018
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