MRI Super-Resolution with Ensemble Learning and Complementary Priors

6 July 2019

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

34 / 34 papers shown

Title
ECLARE: Efficient cross-planar learning for anisotropic resolution enhancement Samuel W. Remedios Shuwen Wei Shuo Han Jinwei Zhang A. Carass K. Schilling D. L. Pham Jerry L. Prince Blake E Dewey 48 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 43 0 0 13 Jan 2025
EnsIR: An Ensemble Algorithm for Image Restoration via Gaussian Mixture Models Shangquan Sun Wenqi Ren Ziqiang Liu Hyunhee Park Rui Wang Xiaochun Cao 35 0 0 30 Oct 2024
Learning Two-factor Representation for Magnetic Resonance Image Super-resolution Weifeng Wei Heng Chen Pengxiang Su SupR 28 0 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 48 0 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 Todd C. Hollon 34 1 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 18 0 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 29 5 0 07 Aug 2023
TransMRSR: Transformer-based Self-Distilled Generative Prior for Brain MRI Super-Resolution Sha-Wo Huang Xiaohong Liu Tao Tan Menghan Hu Xiaoer Wei Ting Chen Bin Sheng SupR ViT MedIm 40 45 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 Daniel Cremers Andreas K. Maier Moritz Zaiss SupR 23 0 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 29 2 0 10 Mar 2023
An Unsupervised Framework for Joint MRI Super Resolution and Gibbs Artifact Removal Yikang Liu Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 35 0 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 30 1 0 07 Oct 2022
Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models Qing Lyu Ge Wang DiffM MedIm 101 82 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 35 2 0 30 Aug 2022
Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution Guangyuan Li Jun Lv Yapeng Tian Qingyu Dou Chengyan Wang Chenliang Xu Jing Qin MedIm 26 57 0 26 Mar 2022
Single Image Super-Resolution Methods: A Survey Bahattin Can Maral SupR 22 12 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 13 0 0 07 Oct 2021
High-Resolution Pelvic MRI Reconstruction Using a Generative Adversarial Network with Attention and Cyclic Loss Guangyuan Li Jun Lv Xiangrong Tong Chengyan Wang Guang Yang MedIm 8 22 0 21 Jul 2021
IREM: High-Resolution Magnetic Resonance (MR) Image Reconstruction via Implicit Neural Representation Qing Wu Yuwei Li Lan Xu Rui-jun Feng Hongjian Wei Qing Yang Boliang Yu Xiaozhao Liu Jingyi Yu Yuyao Zhang 15 54 0 29 Jun 2021
Task Transformer Network for Joint MRI Reconstruction and Super-Resolution Chun-Mei Feng Yu-bao Yan Huazhu Fu Li Chen Yong Xu ViT MedIm 21 120 0 12 Jun 2021
Brain Graph Super-Resolution Using Adversarial Graph Neural Network with Application to Functional Brain Connectivity Megi Isallari I. Rekik 24 12 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 26 2 0 13 Apr 2021
Towards Ultrafast MRI via Extreme k-Space Undersampling and Superresolution A. Belov J. Stadelmann Sergey Kastryulin Dmitry V. Dylov 25 6 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 25 99 0 09 Nov 2020
VolumeNet: A Lightweight Parallel Network for Super-Resolution of Medical Volumetric Data Yinhao Li Yutaro Iwamoto Lanfen Lin R. Xu Yenwei Chen SupR 21 38 0 16 Oct 2020
GSR-Net: Graph Super-Resolution Network for Predicting High-Resolution from Low-Resolution Functional Brain Connectomes Megi Isallari I. Rekik 17 10 0 23 Sep 2020
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques Yijun Zhao Jacek Ossowski Xuming Wang Shangjin Li O. Devinsky Samantha P. Martin H. Pardoe MedIm 20 10 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 11 33 0 23 Jun 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning S. Devalla T. Pham S. Panda Zhang Liang Giridhar Subramanian ... L. Schmetterer S. Perera Tin Aung Alexandre Hoang Thiery M. Girard 33 29 0 22 Feb 2020
Multi-Contrast Super-Resolution MRI Through a Progressive Network Qing Lyu Hongming Shan Ge Wang SupR MedIm 14 133 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 13 25 0 23 Jul 2019
Soft Autoencoder and Its Wavelet Adaptation Interpretation Fenglei Fan Mengzhou Li Yueyang Teng Ge Wang 24 3 0 31 Dec 2018
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 201 5,176 0 16 Sep 2016