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Zhuo-Xu Cui
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2020 – today
- 2024
- [j15]Wenxin Wang
, Zhuo-Xu Cui
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection. IEEE J. Biomed. Health Informatics 28(6): 3534-3544 (2024) - [j14]Chentao Cao
High-Frequency Space Diffusion Model for Accelerated MRI. IEEE Trans. Medical Imaging 43(5): 1853-1865 (2024) - [j13]Yu Guan, Chuanming Yu, Zhuoxu Cui, Huilin Zhou, Qiegen Liu:
Correlated and Multi-Frequency Diffusion Modeling for Highly Under-Sampled MRI Reconstruction. IEEE Trans. Medical Imaging 43(10): 3490-3502 (2024) - [j12]Zhuo-Xu Cui, Congcong Liu, Xiaohong Fan, Chentao Cao, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Sen Jia, Haifeng Wang, Yanjie Zhu, Yihang Zhou, Jianping Zhang, Qiegen Liu, Dong Liang:
Physics-Informed DeepMRI: k-Space Interpolation Meets Heat Diffusion. IEEE Trans. Medical Imaging 43(10): 3503-3520 (2024) - [c4]Ye Liu, Zhuo-Xu Cui, Kaicong Sun, Ting Zhao, Jing Cheng, Yuliang Zhu, Dinggang Shen, Dong Liang:
k-t Self-consistency Diffusion: A Physics-Informed Model for Dynamic MR Imaging. MICCAI (7) 2024: 414-424 - [c3]Yuliang Zhu, Jing Cheng, Zhuo-Xu Cui, Jianfeng Ren, Chengbo Wang, Dong Liang:
SRE-CNN: A Spatiotemporal Rotation-Equivariant CNN for Cardiac Cine MR Imaging. MICCAI (7) 2024: 679-689 - [i23]Taofeng Xie, Zhuo-Xu Cui, Congcong Liu, Chen Luo, Huayu Wang, Yuanzhi Zhang, Xuemei Wang, Yihang Zhou, Qiyu Jin, Guoqing Chen, Dong Liang, Haifeng Wang:
Joint PET-MRI Reconstruction with Diffusion Stochastic Differential Model. CoRR abs/2408.11840 (2024) - [i22]Yuliang Zhu, Jing Cheng, Zhuo-Xu Cui, Jianfeng Ren, Chengbo Wang, Dong Liang:
SRE-CNN: A Spatiotemporal Rotation-Equivariant CNN for Cardiac Cine MR Imaging. CoRR abs/2409.08537 (2024) - 2023
- [j11]Zhuo-Xu Cui
K-UNN: k-space interpolation with untrained neural network. Medical Image Anal. 88: 102877 (2023) - [j10]Yanjie Zhu, Jing Cheng, Zhuo-Xu Cui, Qingyong Zhu, Leslie Ying, Dong Liang:
Physics-Driven Deep Learning Methods for Fast Quantitative Magnetic Resonance Imaging: Performance improvements through integration with deep neural networks. IEEE Signal Process. Mag. 40(2): 116-128 (2023) - [j9]Yuanyuan Liu
Accelerating Magnetic Resonance T1ρ Mapping Using Simultaneously Spatial Patch-Based and Parametric Group-Based Low-Rank Tensors (SMART). IEEE Trans. Medical Imaging 42(8): 2247-2261 (2023) - [j8]Zhuo-Xu Cui
Equilibrated Zeroth-Order Unrolled Deep Network for Parallel MR Imaging. IEEE Trans. Medical Imaging 42(12): 3540-3554 (2023) - [i21]Zhuo-Xu Cui, Chentao Cao, Jing Cheng, Sen Jia, Hairong Zheng, Dong Liang, Yanjie Zhu:
SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI. CoRR abs/2304.05060 (2023) - [i20]Zhuo-Xu Cui, Congcong Liu, Chentao Cao, Yuanyuan Liu, Jing Cheng, Qingyong Zhu, Yanjie Zhu, Haifeng Wang, Dong Liang:
Meta-Learning Enabled Score-Based Generative Model for 1.5T-Like Image Reconstruction from 0.5T MRI. CoRR abs/2305.02509 (2023) - [i19]Taofeng Xie, Chentao Cao, Zhuoxu Cui, Yu Guo, Caiying Wu, Xuemei Wang, Qingneng Li, Zhanli Hu, Tao Sun, Ziru Sang, Yihang Zhou, Yanjie Zhu, Dong Liang, Qiyu Jin, Guoqing Chen, Haifeng Wang:
Synthesizing PET images from High-field and Ultra-high-field MR images Using Joint Diffusion Attention Model. CoRR abs/2305.03901 (2023) - [i18]Zhuo-Xu Cui, Congcong Liu, Xiaohong Fan, Chentao Cao, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Sen Jia, Yihang Zhou, Haifeng Wang, Yanjie Zhu, Jianping Zhang, Qiegen Liu, Dong Liang:
Physics-Informed DeepMRI: Bridging the Gap from Heat Diffusion to k-Space Interpolation. CoRR abs/2308.15918 (2023) - [i17]Yu Guan, Chuanming Yu, Shiyu Lu, Zhuoxu Cui, Dong Liang, Qiegen Liu:
Correlated and Multi-frequency Diffusion Modeling for Highly Under-sampled MRI Reconstruction. CoRR abs/2309.00853 (2023) - [i16]Huayu Wang, Chen Luo, Taofeng Xie, Qiyu Jin, Guoqing Chen, Zhuo-Xu Cui, Dong Liang:
Convex Latent-Optimized Adversarial Regularizers for Imaging Inverse Problems. CoRR abs/2309.09250 (2023) - [i15]Chen Luo, Huayu Wang, Taofeng Xie, Qiyu Jin, Guoqing Chen, Zhuo-Xu Cui, Dong Liang:
Matrix Completion-Informed Deep Unfolded Equilibrium Models for Self-Supervised k-Space Interpolation in MRI. CoRR abs/2309.13571 (2023) - [i14]Wenxin Wang, Zhuo-Xu Cui, Guanxun Cheng, Chentao Cao, Xi Xu, Ziwei Liu, Haifeng Wang, Yulong Qi, Dong Liang, Yanjie Zhu:
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor Detection. CoRR abs/2311.03074 (2023) - [i13]Taofeng Xie, Zhuo-Xu Cui, Chen Luo, Huayu Wang, Congcong Liu, Yuanzhi Zhang, Xuemei Wang, Yanjie Zhu, Qiyu Jin, Guoqing Chen, Yihang Zhou, Dong Liang, Haifeng Wang:
Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction. CoRR abs/2311.14473 (2023) - 2022
- [i12]Chentao Cao, Zhuo-Xu Cui, Qingyong Zhu, Dong Liang, Yanjie Zhu:
PS-Net: Deep Partially Separable Modelling for Dynamic Magnetic Resonance Imaging. CoRR abs/2205.04073 (2022) - [i11]Chentao Cao, Zhuo-Xu Cui, Shaonan Liu, Dong Liang, Yanjie Zhu:
High-Frequency Space Diffusion Models for Accelerated MRI. CoRR abs/2208.05481 (2022) - [i10]Zhuo-Xu Cui, Sen Jia, Qingyong Zhu, Congcong Liu, Zhilang Qiu, Yuanyuan Liu, Jing Cheng, Haifeng Wang, Yanjie Zhu, Dong Liang:
K-UNN: k-Space Interpolation With Untrained Neural Network. CoRR abs/2208.05827 (2022) - [i9]Zhuo-Xu Cui, Chentao Cao, Shaonan Liu, Qingyong Zhu, Jing Cheng, Haifeng Wang, Yanjie Zhu, Dong Liang:
Self-Score: Self-Supervised Learning on Score-Based Models for MRI Reconstruction. CoRR abs/2209.00835 (2022) - [i8]Taofeng Xie, Chentao Cao, Zhuoxu Cui, Fanshi Li, Zidong Wei, Yanjie Zhu, Ye Li, Dong Liang, Qiyu Jin, Guoqing Chen, Haifeng Wang:
Brain PET Synthesis from MRI Using Joint Probability Distribution of Diffusion Model at Ultrahigh Fields. CoRR abs/2211.08901 (2022) - [i7]Zhuo-Xu Cui, Qingyong Zhu, Jing Cheng, Dong Liang:
Deep unfolding as iterative regularization for imaging inverse problems. CoRR abs/2211.13452 (2022) - [i6]Chentao Cao, Zhuo-Xu Cui, Jing Cheng, Sen Jia, Hairong Zheng, Dong Liang, Yanjie Zhu:
SPIRiT-Diffusion: SPIRiT-driven Score-Based Generative Modeling for Vessel Wall imaging. CoRR abs/2212.11274 (2022) - 2021
- [j7]Wenqi Huang
Deep low-Rank plus sparse network for dynamic MR imaging. Medical Image Anal. 73: 102190 (2021) - [j6]Ziwen Ke
Deep Manifold Learning for Dynamic MR Imaging. IEEE Trans. Computational Imaging 7: 1314-1327 (2021) - [j5]Jing Cheng
Learning Data Consistency and its Application to Dynamic MR Imaging. IEEE Trans. Medical Imaging 40(11): 3140-3153 (2021) - [j4]Ziwen Ke
Learned Low-Rank Priors in Dynamic MR Imaging. IEEE Trans. Medical Imaging 40(12): 3698-3710 (2021) - [c2]Wei Wang, Yanjie Zhu, Zhuoxu Cui, Dong Liang:
Is Each Layer Non-trivial in CNN? (Student Abstract). AAAI 2021: 15915-15916 - [i5]Ziwen Ke, Zhuoxu Cui, Wenqi Huang, Jing Cheng, Sen Jia, Haifeng Wang, Xin Liu, Hairong Zheng, Leslie Ying, Yanjie Zhu, Dong Liang:
Deep Manifold Learning for Dynamic MR Imaging. CoRR abs/2104.01102 (2021) - [i4]Wenqi Huang, Sen Jia, Ziwen Ke, Zhuoxu Cui, Jing Cheng, Yanjie Zhu, Dong Liang:
SRR-Net: A Super-Resolution-Involved Reconstruction Method for High Resolution MR Imaging. CoRR abs/2104.05901 (2021) - [i3]Zhuo-Xu Cui, Jing Cheng, Qingyong Zhu, Yuanyuan Liu, Sen Jia, Kankan Zhao, Ziwen Ke, Wenqi Huang, Haifeng Wang, Yanjie Zhu, Dong Liang:
Equilibrated Zeroth-Order Unrolled Deep Networks for Accelerated MRI. CoRR abs/2112.09891 (2021) - 2020
- [j3]Zhuo-Xu Cui
Momentum methods for stochastic optimization over time-varying directed networks. Signal Process. 174: 107614 (2020) - [c1]Yichuan Dong, Zhuo-Xu Cui, Yong Zhang, Shengzhong Feng:
On the Non-ergodic Convergence Rate of the Directed Nonsmooth Composite Optimization. PDCAT 2020: 129-140 - [i2]Wei Wang, Zhuoxu Cui, Dong Liang:
Is each layer non-trivial in CNN? CoRR abs/2009.09938 (2020) - [i1]Wenqi Huang
Deep Low-rank plus Sparse Network for Dynamic MR Imaging. CoRR abs/2010.13677 (2020)
2010 – 2019
- 2017
- [j2]Zhuo-Xu Cui, Qibin Fan:
A nonconvex nonsmooth regularization method for compressed sensing and low rank matrix completion. Digit. Signal Process. 62: 101-111 (2017) - [j1]Zhuo-Xu Cui
A nonconvex nonsmooth regularization method with structure tensor total variation. J. Vis. Commun. Image Represent. 43: 30-40 (2017)
Coauthor Index
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