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MRI Reconstruction via Cascaded Channel-wise Attention Network

18 October 2018

Papers citing "MRI Reconstruction via Cascaded Channel-wise Attention Network"

23 / 23 papers shown

Title
DP-MDM: Detail-Preserving MR Reconstruction via Multiple Diffusion Models Mengxiao Geng Jiahao Zhu Xiaolin Zhu Qiqing Liu Dong Liang Qiegen Liu MedIm 80 4 0 09 May 2024
Accelerating Cardiac MRI Reconstruction with CMRatt: An Attention-Driven Approach Anam Hashmi J. Dietlmeier Kathleen M. Curran Noel E. O'Connor 92 0 0 10 Apr 2024
Generating Robust Adversarial Examples against Online Social Networks (OSNs) Jun Liu Jiantao Zhou Haiwei Wu Weiwei Sun Jinyu Tian AAML 81 5 0 19 Oct 2023
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction Bingyu Xin Meng Ye L. Axel Dimitris N. Metaxas 70 16 0 25 Sep 2023
HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction Sriprabha Ramanarayanan Mohammad Al Fahim R. G. S. Amrit Kumar Jethi Keerthi Ram M. Sivaprakasam 60 2 0 09 Aug 2023
Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks Sriprabha Ramanarayanan Arun Palla Keerthi Ram M. Sivaprakasam 75 11 0 13 Jul 2023
CL-MRI: Self-Supervised Contrastive Learning to Improve the Accuracy of Undersampled MRI Reconstruction Mevan Ekanayake Zhiwen Chen Mehrtash Harandi Gary Egan Zhaolin Chen 83 3 0 01 Jun 2023
SFT-KD-Recon: Learning a Student-friendly Teacher for Knowledge Distillation in Magnetic Resonance Image Reconstruction NagaGayathri Matcha Sriprabha Ramanarayanan Mohammad Al Fahim S. RahulG Keerthi Ram M. Sivaprakasam 76 2 0 11 Apr 2023
GA-HQS: MRI reconstruction via a generically accelerated unfolding approach Jiawei Jiang Yuchao Feng Honghui Xu Wanjun Chen Jian Zheng MedIm 82 11 0 06 Apr 2023
Physics-informed self-supervised deep learning reconstruction for accelerated first-pass perfusion cardiac MRI E. Martín-González E. Alskaf A. Chiribiri P. Casaseca-de-la-Higuera C. Alberola-López R. Nunes T. Correia MedIm 32 7 0 05 Jan 2023
ERNAS: An Evolutionary Neural Architecture Search for Magnetic Resonance Image Reconstructions Samira Vafay Eslahi Jian Tao J. Ji 92 1 0 15 Jun 2022
Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction D. Karkalousos S. Noteboom H. Hulst F. Vos M. Caan OOD AI4CE 74 11 0 30 Nov 2021
MAC-ReconNet: A Multiple Acquisition Context based Convolutional Neural Network for MR Image Reconstruction using Dynamic Weight Prediction Sriprabha Ramanarayanan Balamurali Murugesan Keerthi Ram M. Sivaprakasam 95 8 0 09 Nov 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 43 24 0 21 Jul 2021
UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation Yunhe Gao Mu Zhou Dimitris N. Metaxas MedIm ViT 81 433 0 02 Jul 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 84 126 0 12 Jun 2021
Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives Guang Yang Jun Lv Yutong Chen Jiahao Huang Jin Zhu MedIm 49 10 0 04 May 2021
Fine-grained MRI Reconstruction using Attentive Selection Generative Adversarial Networks Qingbin Liu Mehrdad Yaghoobi GAN MedIm 57 5 0 13 Mar 2021
Enhanced MRI Reconstruction Network using Neural Architecture Search Qiaoying Huang Dong Yang Yikun Xian Pengxiang Wu Jingru Yi Hui Qu Dimitris N. Metaxas 55 10 0 19 Aug 2020
MRI Image Reconstruction via Learning Optimization Using Neural ODEs Eric Z. Chen Terrence Chen Shanhui Sun 125 23 0 24 Jun 2020
Adaptive convolutional neural networks for k-space data interpolation in fast magnetic resonance imaging Tianming Du Honggang Zhang Yuemeng Li H. K. Song Yong-Xian Fan 51 2 0 02 Jun 2020
Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction Jiangpeng Yan Shuo Chen Yongbing Zhang Xiu Li 53 24 0 22 Feb 2020
Pyramid Convolutional RNN for MRI Image Reconstruction Eric Z. Chen Puyang Wang Xiao Chen Terrence Chen Shanhui Sun 86 44 0 02 Dec 2019