Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution

26 March 2022

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Papers citing "Transformer-empowered Multi-scale Contextual Matching and Aggregation for Multi-contrast MRI Super-resolution"

23 / 23 papers shown

Title
SSCM: A Spatial-Semantic Consistent Model for Multi-Contrast MRI Super-Resolution Xiaoman Wu Lubin Gan Siying Wu Jing Zhang Yunwei Ou Xiaoyan Sun 20 0 0 23 Sep 2025
Decoupling Multi-Contrast Super-Resolution: Pairing Unpaired Synthesis with Implicit Representations Hongyu Rui Yinzhe Wu Fanwen Wang Jiahao Huang Liutao Yang Zi Wang Guang Yang SupR 159 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 135 0 0 14 Apr 2025
MoEDiff-SR: Mixture of Experts-Guided Diffusion Model for Region-Adaptive MRI Super-Resolution Zhe Wang Yuhua Ru A. Chetouani Fang Chen Fabian Bauer Liping Zhang Didier Hans Rachid Jennane M. Jarraya Yung Hsin Chen DiffM MedIm 75 0 0 09 Apr 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 155 0 0 14 Mar 2025
Unifying Dimensions: A Linear Adaptive Approach to Lightweight Image Super-Resolution Zhenyu Hu Wanjie Sun 89 0 0 26 Sep 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 121 9 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 102 0 0 19 Jun 2024
Hierarchical Neural Operator Transformer with Learnable Frequency-aware Loss Prior for Arbitrary-scale Super-resolution Xihaier Luo Xiaoning Qian Byung-Jun Yoon 123 4 0 20 May 2024
Rethink Arbitrary Style Transfer with Transformer and Contrastive Learning Zhanjie Zhang Jiakai Sun Guangyuan Li Lei Zhao Quanwei Zhang Zehua Lan Haolin Yin Xing Wei Huaizhong Lin Zhiwen Zuo 159 13 0 21 Apr 2024
Rethinking Diffusion Model for Multi-Contrast MRI Super-Resolution Guangyuan Li Chen Rao Juncheng Mo Zhanjie Zhang Wei Xing Lei Zhao MedIm 95 35 0 07 Apr 2024
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction Pengcheng Lei Faming Fang Guixu Zhang Ming Xu MedIm SupR 109 20 0 03 Sep 2023
DISGAN: Wavelet-informed Discriminator Guides GAN to MRI Super-resolution with Noise Cleaning Qi Wang Lucas Mahler Julius Steiglechner Florian Birk K. Scheffler Gabriele Lohmann DiffM MedIm 87 5 0 23 Aug 2023
Dual Arbitrary Scale Super-Resolution for Multi-Contrast MRI Jiamiao Zhang Yichen Chi Jun Lyu Wenming Yang Yapeng Tian MedIm SupR 134 11 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 118 2 0 05 Jul 2023
Transformers in Healthcare: A Survey Subhash Nerella S. Bandyopadhyay Jiaqing Zhang Miguel Contreras Scott Siegel ... Jessica Sena B. Shickel A. Bihorac Kia Khezeli Parisa Rashidi MedIm AI4CE 134 48 0 30 Jun 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 80 63 0 11 Jun 2023
Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations J. McGinnis Suprosanna Shit Hongwei Bran Li Vasiliki Sideri-Lampretsa Robert Graf ... Nil Stolt Ansó Mark Muhlau Jan S. Kirschke Daniel Rueckert Benedikt Wiestler SupR 85 30 0 27 Mar 2023
A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging Qi Wang Lucas Mahler Julius Steiglechner Florian Birk K. Scheffler Gabriele Lohmann MedIm 114 4 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 147 6 0 22 Feb 2023
Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution Wenjie Li Juncheng Li Guangwei Gao Jiantao Zhou Jian Yang Guo-Jun Qi SupR 151 42 0 06 Jul 2022
HIPA: Hierarchical Patch Transformer for Single Image Super Resolution Qing Cai Yiming Qian Jinxing Li Junjie Lv Yee-Hong Yang Feng Wu Dafan Zhang 127 39 0 19 Mar 2022
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 84 43 0 03 Sep 2021