Search Results for author: Zhilang Qiu

Found 2 papers, 2 papers with code

K-UNN: k-Space Interpolation With Untrained Neural Network

1 code implementation11 Aug 2022 Zhuo-Xu Cui, Sen Jia, Qingyong Zhu, Congcong Liu, Zhilang Qiu, Yuanyuan Liu, Jing Cheng, Haifeng Wang, Yanjie Zhu, Dong Liang

Recently, untrained neural networks (UNNs) have shown satisfactory performances for MR image reconstruction on random sampling trajectories without using additional full-sampled training data.

Image Reconstruction

Deep Low-rank plus Sparse Network for Dynamic MR Imaging

1 code implementation26 Oct 2020 Wenqi Huang, Ziwen Ke, Zhuo-Xu Cui, Jing Cheng, Zhilang Qiu, Sen Jia, Leslie Ying, Yanjie Zhu, Dong Liang

However, the selection of the parameters of L+S is empirical, and the acceleration rate is limited, which are common failings of iterative compressed sensing MR imaging (CS-MRI) reconstruction methods.

MRI Reconstruction

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