Multi-Modal Transformer for Accelerated MR Imaging

27 June 2021

Papers citing "Multi-Modal Transformer for Accelerated MR Imaging"

28 / 28 papers shown

Title
A Trust-Guided Approach to MR Image Reconstruction with Side Information Arda Atalık S. Chopra D. Sodickson 23 0 0 06 Jan 2025
Continuous K-space Recovery Network with Image Guidance for Fast MRI Reconstruction Yucong Meng Zhiwei Yang Minghong Duan Yonghong Shi Zhijian Song 31 1 0 18 Nov 2024
Untrained Perceptual Loss for image denoising of line-like structures in MR images Elisabeth Pfaehler Daniel Pflugfelder Hanno Scharr 26 0 0 08 Nov 2024
Accelerated Multi-Contrast MRI Reconstruction via Frequency and Spatial Mutual Learning Qi Chen Xiaohan Xing Zhen Chen Zhiwei Xiong 26 1 0 21 Sep 2024
A Plug-and-Play Method for Guided Multi-contrast MRI Reconstruction based on Content/Style Modeling Chinmay Rao M. Osch Nicola Pezzotti J. de Bresser Laurens Beljaards J. Meineke E. Weerdt Huangling Lu M. Doneva Marius Staring 23 1 0 20 Sep 2024
The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities Natalia Konovalova Aniket A. Tolpadi Felix Liu Zehra Akkaya F. Gassert ... J. Luitjens Misung Han E. Bahroos Sharmila Majumdar V. Pedoia 24 0 0 16 Jul 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 30 2 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 27 0 0 19 Jun 2024
DuDoUniNeXt: Dual-domain unified hybrid model for single and multi-contrast undersampled MRI reconstruction Ziqi Gao Yue Zhang Xinwen Liu Kaiyan Li S. Kevin Zhou 36 1 0 08 Mar 2024
Deep Unfolding Convolutional Dictionary Model for Multi-Contrast MRI Super-resolution and Reconstruction Pengcheng Lei Faming Fang Guixu Zhang Ming Xu MedIm SupR 17 12 0 03 Sep 2023
Federated Pseudo Modality Generation for Incomplete Multi-Modal MRI Reconstruction Yu-bao Yan Chun-Mei Feng Yuexiang Li Rick Siow Mong Goh Lei Zhu MedIm 10 2 0 20 Aug 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 19 1 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 19 24 0 30 Jun 2023
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction Qi Wang Zhijie Wen Jun Shi Qian Wang Dinggang Shen Shihui Ying MedIm 15 2 0 04 May 2023
Fast MRI Reconstruction via Edge Attention Hanhui Yang Juncheng Li L. Lui Shihui Ying Jun Shi T. Zeng 15 7 0 22 Apr 2023
Learning Federated Visual Prompt in Null Space for MRI Reconstruction Chun-Mei Feng Bangjun Li Xinxing Xu Yong Liu H. Fu W. Zuo FedML 19 41 0 28 Mar 2023
Rethinking Dual-Domain Undersampled MRI reconstruction: domain-specific design from the perspective of the receptive field Ziqi Gao S. Kevin Zhou OOD 10 1 0 19 Mar 2023
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review Reza Azad A. Kazerouni Moein Heidari Ehsan Khodapanah Aghdam Amir Molaei Yiwei Jia Abin Jose Rijo Roy Dorit Merhof MedIm ViT 30 160 0 09 Jan 2023
Vision Transformers in Medical Imaging: A Review Emerald U. Henry Onyeka Emebob C. Omonhinmin ViT MedIm 11 33 0 18 Nov 2022
Multi-branch Cascaded Swin Transformers with Attention to k-space Sampling Pattern for Accelerated MRI Reconstruction Mevan Ekanayake Kamlesh Pawar Mehrtash Harandi Gary Egan Zhaolin Chen ViT MedIm 11 7 0 18 Jul 2022
PARCEL: Physics-based Unsupervised Contrastive Representation Learning for Multi-coil MR Imaging Shanshan Wang Ruo-Nan Wu Cheng Li J. Zou Ziyao Zhang Qiegen Liu Yan Xi Hairong Zheng SSL 12 16 0 03 Feb 2022
ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer Pengfei Guo Yiqun Mei Jinyuan Zhou Shanshan Jiang Vishal M. Patel ViT MedIm 76 61 0 23 Jan 2022
Specificity-Preserving Federated Learning for MR Image Reconstruction Chun-Mei Feng Yu-bao Yan Shanshan Wang Yong Xu Ling Shao H. Fu OOD 16 75 0 09 Dec 2021
GETAM: Gradient-weighted Element-wise Transformer Attention Map for Weakly-supervised Semantic segmentation Weixuan Sun Jing Zhang Zheyuan Liu Yiran Zhong Nick Barnes ViT 58 14 0 06 Dec 2021
Deep multi-modal aggregation network for MR image reconstruction with auxiliary modality Chun-Mei Feng H. Fu Tianfei Zhou Yong Xu Ling Shao David Zhang 21 9 0 15 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 H. Fu SupR MedIm 19 34 0 03 Sep 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 225 2,404 0 04 Jan 2021
Deep Learning with Domain Adaptation for Accelerated Projection-Reconstruction MR Yoseob Han J. Yoo J. C. Ye MedIm OOD 92 230 0 03 Mar 2017