MRI Super-Resolution with Ensemble Learning and Complementary Priors

IEEE Transactions on Computational Imaging (TCI), 2019

6 July 2019

Papers citing "MRI Super-Resolution with Ensemble Learning and Complementary Priors"

34 / 34 papers shown

Title
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 292 0 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 246 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 301 0 0 13 Jan 2025
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture ModelsNeural Information Processing Systems (NeurIPS), 2024 Shangquan Sun Wenqi Ren Ziqiang Liu Hyunhee Park Rui Wang Xiaochun Cao 200 3 0 30 Oct 2024
Learning Two-factor Representation for Magnetic Resonance Image Super-resolutionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Weifeng Wei Heng Chen Pengxiang Su SupR 147 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 197 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 190 2 0 15 Apr 2024
$Generalized super-resolution 4D Flow MRI $\unicode{x2013}$ using ensemble learning to extend across the cardiovascular system$ Generalized super-resolution 4D Flow MRI $\unicode{x2013}$ 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 156 6 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 184 13 0 07 Aug 2023
TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-ResolutionThe Visual Computer (TVC), 2023 Sha-Wo Huang Xiaohong Liu Tao Tan Menghan Hu Xiaoer Wei Ting Chen Bin Sheng SupR ViT MedIm 104 77 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 171 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 175 2 0 10 Mar 2023
An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact RemovalInformation Processing in Medical Imaging (IPMI), 2023 Yikang Liu Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 138 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 153 1 0 07 Oct 2022
Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models Qing Lyu Ge Wang DiffM MedIm 261 115 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 177 2 0 30 Aug 2022
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolutionComputer Vision and Pattern Recognition (CVPR), 2022 Guangyuan Li Jun Lv Yapeng Tian Qingyu Dou Chengyan Wang Chenliang Xu Jing Qin MedIm 199 83 0 26 Mar 2022
Single Image Super-Resolution Methods: A Survey Bahattin Can Maral SupR 99 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 174 0 0 07 Oct 2021
High-Resolution Pelvic MRI Reconstruction Using a Generative Adversarial Network with Attention and Cyclic LossIEEE Access (IEEE Access), 2021 Guangyuan Li Jun Lv Xiangrong Tong Chengyan Wang Guang Yang MedIm 103 27 0 21 Jul 2021
IREM: High-Resolution Magnetic Resonance (MR) Image Reconstruction via Implicit Neural RepresentationInternational 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 133 67 0 29 Jun 2021
Task Transformer Network for Joint MRI Reconstruction and Super-ResolutionInternational 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 154 147 0 12 Jun 2021
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity Megi Isallari I. Rekik 123 18 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 92 2 0 13 Apr 2021
Towards Ultrafast MRI via Extreme k-Space Undersampling and SuperresolutionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021 A. Belov J. Stadelmann Sergey Kastryulin Dmitry V. Dylov 139 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 126 137 0 09 Nov 2020
VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric DataIEEE Transactions on Image Processing (TIP), 2020 Yinhao Li Yutaro Iwamoto Lanfen Lin R. Xu Yenwei Chen SupR 178 45 0 16 Oct 2020
GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes Megi Isallari I. Rekik 104 11 0 23 Sep 2020
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation TechniquesIEEE International Joint Conference on Neural Network (IJCNN), 2020 Yijun Zhao Jacek Ossowski Xuming Wang Shangjin Li O. Devinsky Samantha P. Martin H. Pardoe MedIm 206 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 131 45 0 23 Jun 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep LearningBiomedical 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 161 33 0 22 Feb 2020
Multi-Contrast Super-Resolution MRI Through a Progressive NetworkIEEE Transactions on Medical Imaging (TMI), 2019 Qing Lyu Hongming Shan Ge Wang SupR MedIm 122 164 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 107 26 0 23 Jul 2019
Soft Autoencoder and Its Wavelet Adaptation Interpretation Fenglei Fan Mengzhou Li Yueyang Teng Ge Wang 195 4 0 31 Dec 2018