Complex Fully Convolutional Neural Networks for MR Image Reconstruction

Complex Fully Convolutional Neural Networks for MR Image Reconstruction

9 July 2018

Sailesh Conjeti

Santiago Estrada

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Papers citing "Complex Fully Convolutional Neural Networks for MR Image Reconstruction"

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Title
Accelerated Proton Resonance Frequency-based Magnetic Resonance Thermometry by Optimized Deep Learning Method Sijie Xu Shenyan Zong Chang-Sheng Mei Guofeng Shen Yueran Zhao He Wang AI4CE 70 1 0 03 Jul 2024
Biomedical Image Reconstruction: A Survey Samuel Cahyawijaya 60 1 0 04 Jan 2023
From CNNs to Shift-Invariant Twin Models Based on Complex Wavelets Hubert Leterme K. Polisano V. Perrier Alahari Karteek 92 1 0 01 Dec 2022
Adaptive Diffusion Priors for Accelerated MRI Reconstruction Alper Gungor S. Dar cSaban Ozturk Yilmaz Korkmaz Gokberk Elmas Muzaffer Özbey Tolga cCukur DiffM MedIm 85 195 0 12 Jul 2022
Co-domain Symmetry for Complex-Valued Deep Learning Utkarsh Singhal Yifei Xing Stella X. Yu 90 13 0 02 Dec 2021
Neural Networks with Complex-Valued Weights Have No Spurious Local Minima Xingtu Liu MLT 41 0 0 31 Jan 2021
Multi-Coil MRI Reconstruction Challenge -- Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil Configurations Youssef Beauferris Jonas Teuwen D. Karkalousos N. Moriakov M. Caan ... Mike Lasby N. Nogovitsyn W. Loos Richard Frayne Roberto Souza OOD 55 37 0 10 Nov 2020
Analysis of Deep Complex-Valued Convolutional Neural Networks for MRI Reconstruction Elizabeth K. Cole Joseph Y. Cheng John M. Pauly S. Vasanawala 61 11 0 03 Apr 2020
Dual-domain Cascade of U-nets for Multi-channel Magnetic Resonance Image Reconstruction R. Souza M. Bento N. Nogovitsyn K. J. Chung R. Lebel Richard Frayne 82 59 0 04 Nov 2019
FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline Leonie Henschel Sailesh Conjeti Santiago Estrada K. Diers Bruce Fischl M. Reuter MedIm 131 408 0 09 Oct 2019
Recon-GLGAN: A Global-Local context based Generative Adversarial Network for MRI Reconstruction Balamurali Murugesan S. VijayaRaghavan Kaushik Sarveswaran Keerthi Ram M. Sivaprakasam GAN MedIm 61 23 0 25 Aug 2019