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Xiaobo Qu 0001
Person information
- affiliation: Xiamen University, Fujian Provincial Key Laboratory of Plasma and Magnetic Resonance, China
Other persons with the same name
- Xiaobo Qu 0002
— Tsinghua University, School of Vehicle and Mobility, Beijing, China (and 1 more)
- Xiaobo Qu 0003 — Northwest Polytechnic University, School of Automation, China
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2020 – today
- 2024
- [j46]Qiaoyu Ma, Zongying Lai, Zi Wang, Yiran Qiu, Haotian Zhang, Xiaobo Qu:
MRI reconstruction with enhanced self-similarity using graph convolutional network. BMC Medical Imaging 24(1): 113 (2024) - [j45]Jiayi Xie, Hongfeng Li
Quantitative analysis of molecular transport in the extracellular space using physics-informed neural network. Comput. Biol. Medicine 171: 108133 (2024) - [j44]Dicheng Chen
Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Macromolecular Signal. IEEE Trans. Biomed. Eng. 71(6): 1841-1852 (2024) - [j43]Di Guo
CloudBrain-NMR: An Intelligent Cloud-Computing Platform for NMR Spectroscopy Processing, Reconstruction, and Analysis. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j42]Zi Wang
A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging. IEEE J. Biomed. Health Informatics 28(4): 2126-2137 (2024) - [i28]Jiayi Xie, Hongfeng Li, Jin Cheng, Qingrui Cai, Hanbo Tan, Lingyun Zu, Xiaobo Qu, Hongbin Han:
Quantitative Analysis of Molecular Transport in the Extracellular Space Using Physics-Informed Neural Network. CoRR abs/2401.12435 (2024) - [i27]Zi Wang, Min Xiao, Yirong Zhou, Chengyan Wang, Naiming Wu, Yi Li, Yiwen Gong, Shufu Chang, Yinyin Chen, Liuhong Zhu, Jianjun Zhou, Congbo Cai, He Wang, Di Guo, Guang Yang, Xiaobo Qu:
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI. CoRR abs/2402.15939 (2024) - [i26]Yirong Zhou, Chengyan Wang, Mengtian Lu, Kunyuan Guo, Zi Wang, Dan Ruan, Rui Guo, Peijun Zhao, Jianhua Wang, Naiming Wu, Jianzhong Lin, Yinyin Chen, Hang Jin, Lianxin Xie, Lilan Wu, Liuhong Zhu, Jianjun Zhou, Congbo Cai, He Wang, Xiaobo Qu:
Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI. CoRR abs/2405.10570 (2024) - [i25]Zi Wang, Fanwen Wang, Chen Qin
CMRxRecon2024: A Multi-Modality, Multi-View K-Space Dataset Boosting Universal Machine Learning for Accelerated Cardiac MRI. CoRR abs/2406.19043 (2024) - 2023
- [j41]Biao Qu, Hejuan Tan, Min Xiao, Dongbao Liu, Shijin Wang, Yiwen Zhang, Runhan Chen, Gaofeng Zheng, Yonggui Yang, Gen Yan, Xiaobo Qu:
Evaluation of the diagnostic utility on 1.5T and 3.0T 1H magnetic resonance spectroscopy for temporal lobe epilepsy. BMC Medical Imaging 23(1): 185 (2023) - [j40]Yi Guo
Hypercomplex Low Rank Reconstruction for NMR Spectroscopy. Signal Process. 203: 108809 (2023) - [j39]Qinqin Yang
Physics-Driven Synthetic Data Learning for Biomedical Magnetic Resonance: The imaging physics-based data synthesis paradigm for artificial intelligence. IEEE Signal Process. Mag. 40(2): 129-140 (2023) - [j38]Chen Qian
A Paired Phase and Magnitude Reconstruction for Advanced Diffusion-Weighted Imaging. IEEE Trans. Biomed. Eng. 70(12): 3425-3435 (2023) - [j37]Dicheng Chen
Magnetic Resonance Spectroscopy Deep Learning Denoising Using Few in Vivo Data. IEEE Trans. Computational Imaging 9: 448-458 (2023) - [j36]Di Guo
XCloud-VIP: Virtual Peak Enables Highly Accelerated NMR Spectroscopy and Faithful Quantitative Measures. IEEE Trans. Computational Imaging 9: 1043-1057 (2023) - [j35]Zi Wang
One-Dimensional Deep Low-Rank and Sparse Network for Accelerated MRI. IEEE Trans. Medical Imaging 42(1): 79-90 (2023) - [j34]Yihui Huang
Exponential Signal Reconstruction With Deep Hankel Matrix Factorization. IEEE Trans. Neural Networks Learn. Syst. 34(9): 6214-6226 (2023) - [j33]Zi Wang
A Sparse Model-Inspired Deep Thresholding Network for Exponential Signal Reconstruction - Application in Fast Biological Spectroscopy. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7578-7592 (2023) - [c12]Chen Qian, Zi Wang, Xinlin Zhang
Physics-informed Deep Diffusion MRI Reconstruction: Break the Bottleneck of Training Data in Artificial Intelligence. ISBI 2023: 1-5 - [i24]Chunyan Xiong, Mengli Lu, Xiaotong Yu, Jian Cao, Zhong Chen, Di Guo, Xiaobo Qu:
Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks with Soft-Thresholding. CoRR abs/2304.06959 (2023) - [i23]Dicheng Chen, Meijin Lin, Huiting Liu, Jiayu Li, Yirong Zhou, Taishan Kang, Liangjie Lin, Zhigang Wu, Jiazheng Wang, Jing Li, Jianzhong Lin, Xi Chen, Di Guo, Xiaobo Qu:
Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Overall Macromolecular Signal. CoRR abs/2306.09681 (2023) - [i22]Zi Wang, Xiaotong Yu, Chengyan Wang, Weibo Chen, Jiazheng Wang, Ying-Hua Chu, Hongwei Sun, Rushuai Li, Peiyong Li, Fan Yang, Haiwei Han, Taishan Kang, Jianzhong Lin, Chen Yang, Shufu Chang, Zhang Shi, Sha Hua, Yan Li, Juan Hu, Liuhong Zhu, Jianjun Zhou, Meijing Lin, Jiefeng Guo, Congbo Cai, Zhong Chen, Di Guo, Xiaobo Qu:
One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction. CoRR abs/2307.13220 (2023) - [i21]Min Xiao, Zi Wang, Jiefeng Guo, Xiaobo Qu:
A plug-and-play synthetic data deep learning for undersampled magnetic resonance image reconstruction. CoRR abs/2309.06681 (2023) - [i20]Di Guo, Sijin Li, Jun Liu, Zhangren Tu, Tianyu Qiu, Jingjing Xu, Liubin Feng, Donghai Lin, Qing Hong, Meijin Lin, Yanqin Lin, Xiaobo Qu:
CloudBrain-NMR: An Intelligent Cloud Computing Platform for NMR Spectroscopy Processing, Reconstruction and Analysis. CoRR abs/2309.07178 (2023) - [i19]Chengyan Wang, Jun Lyu, Shuo Wang, Chen Qin
CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction. CoRR abs/2309.10836 (2023) - [i18]Yirong Zhou, Yanhuang Wu, Yuhan Su, Jing Li, Jianyun Cai, Yongfu You, Di Guo, Xiaobo Qu:
Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence. CoRR abs/2310.11641 (2023) - 2022
- [j32]Yuhan Hu, Xinlin Zhang
Spatiotemporal Flexible Sparse Reconstruction for Rapid Dynamic Contrast-Enhanced MRI. IEEE Trans. Biomed. Eng. 69(1): 229-243 (2022) - [j31]Kaiwen Yao
Accelerated Detection for Low-Field NMR Using Nonuniform Sampling and Improved Reconstruction. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - [j30]Xinlin Zhang
Accelerated MRI Reconstruction With Separable and Enhanced Low-Rank Hankel Regularization. IEEE Trans. Medical Imaging 41(9): 2486-2498 (2022) - [i17]Qinqin Yang, Zi Wang, Kunyuan Guo, Congbo Cai, Xiaobo Qu:
Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance. CoRR abs/2203.11178 (2022) - [i16]Chen Qian, Zi Wang, Xinlin Zhang
Physics-informed deep diffusion MRI reconstruction: break the bottleneck of training data in artificial intelligence. CoRR abs/2210.11388 (2022) - [i15]Zi Wang, Haoming Fang, Chen Qian, Boxuan Shi, Lijun Bao, Liuhong Zhu, Jianjun Zhou, Wenping Wei, Jianzhong Lin, Di Guo, Xiaobo Qu:
A Faithful Deep Sensitivity Estimation for Accelerated Magnetic Resonance Imaging. CoRR abs/2210.12723 (2022) - [i14]Jian Cao, Chen Qian, Yihui Huang, Dicheng Chen, Yuncheng Gao, Jiyang Dong, Di Guo, Xiaobo Qu:
A Dynamics Theory of Implicit Regularization in Deep Low-Rank Matrix Factorization. CoRR abs/2212.14150 (2022) - 2021
- [j29]Gushan Zeng, Yi Guo
A review on deep learning MRI reconstruction without fully sampled k-space. BMC Medical Imaging 21(1): 195 (2021) - [j28]Zhangren Tu
A partial sum of singular-value-based reconstruction method for non-uniformly sampled NMR spectroscopy. IET Signal Process. 15(1): 14-27 (2021) - [j27]Di Guo
Low-rank and sparse reconstruction for fast diffusion nuclear magnetic resonance spectroscopy. IET Signal Process. 15(2): 88-97 (2021) - [j26]Xinlin Zhang
A guaranteed convergence analysis for the projected fast iterative soft-thresholding algorithm in parallel MRI. Medical Image Anal. 69: 101987 (2021) - [j25]Tianyu Qiu
An Automatic Denoising Method for NMR Spectroscopy Based on Low-Rank Hankel Model. IEEE Trans. Instrum. Meas. 70: 1-12 (2021) - [c11]Yirong Zhou, Chen Qian, Yi Guo, Zi Wang
XCloud-pFISTA: A Medical Intelligence Cloud for Accelerated MRI. EMBC 2021: 3289-3292 - [c10]Xinlin Zhang
Accelerated image reconstruction with separable Hankel regularization in parallel MRI. EMBC 2021: 3403-3406 - [i13]Wanqi Hu, Dicheng Chen, Tianyu Qiu, Hao Chen, Xi Chen, Lin Yang, Gen Yan, Di Guo, Xiaobo Qu:
Denoising Single Voxel Magnetic Resonance Spectroscopy with Deep Learning on Repeatedly Sampled In Vivo Data. CoRR abs/2101.11442 (2021) - [i12]Zi Wang, Chen Qian, Di Guo, Hongwei Sun, Rushuai Li, Bo Zhao, Xiaobo Qu:
One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI. CoRR abs/2112.04721 (2021) - 2020
- [j24]Yonggui Yang, Xiaobo Qu
Preliminary application of 3.0 T magnetic resonance chemical exchange saturation transfer imaging in brain metastasis of lung cancer. BMC Medical Imaging 20(1): 4 (2020) - [j23]Xinlin Zhang
Image reconstruction with low-rankness and self-consistency of k-space data in parallel MRI. Medical Image Anal. 63: 101687 (2020) - [i11]Dicheng Chen, Zi Wang, Di Guo, Vladislav Orekhov, Xiaobo Qu:
Review and Prospect: Deep Learning in Nuclear Magnetic Resonance Spectroscopy. CoRR abs/2001.04813 (2020) - [i10]Tianyu Qiu, Wenjing Liao, Di Guo, Dongbao Liu, Xin Wang, Xiaobo Qu:
Gaussian noise removal with exponential functions and spectral norm of weighted Hankel matrices. CoRR abs/2001.11815 (2020) - [i9]Zi Wang, Di Guo, Yihui Huang, Zhangren Tu, Vladislav Orekhov, Xiaobo Qu:
Accelerated NMR Spectroscopy: Merge Optimization with Deep Learning. CoRR abs/2012.14830 (2020)
2010 – 2019
- 2019
- [j22]Di Guo
Salt and Pepper Noise Removal with Multi-Class Dictionary Learning and L0 Norm Regularizations. Algorithms 12(1): 7 (2019) - [j21]Yu Yang
Amplitude Estimation and Source Separation for Harmonics Within Two Mixtures Based on a Min-Rank Criterion. IEEE Trans. Instrum. Meas. 68(12): 4618-4628 (2019) - [i8]Xiaobo Qu, Yihui Huang, Hengfa Lu, Tianyu Qiu, Di Guo, Vladislav Orekhov, Zhong Chen:
Accelerated Nuclear Magnetic Resonance Spectroscopy with Deep Learning. CoRR abs/1904.05168 (2019) - [i7]Xinlin Zhang, Hengfa Lu, Di Guo, Lijun Bao, Feng Huang, Xiaobo Qu:
A Convergence Proof of Projected Fast Iterative Soft-thresholding Algorithm for Parallel Magnetic Resonance Imaging. CoRR abs/1909.07600 (2019) - [i6]Tieyuan Lu, Xinlin Zhang, Yihui Huang, Yonggui Yang, Gang Guo, Lijun Bao, Feng Huang, Di Guo, Xiaobo Qu:
pISTA-SENSE-ResNet for Parallel MRI Reconstruction. CoRR abs/1910.00650 (2019) - 2018
- [j20]Di Guo, Xiaobo Qu
Improved Reconstruction of Low Intensity Magnetic Resonance Spectroscopy With Weighted Low Rank Hankel Matrix Completion. IEEE Access 6: 4933-4940 (2018) - [j19]Hong Zheng, Kun Zeng, Di Guo, Jiaxi Ying
Multi-Contrast Brain MRI Image Super-Resolution With Gradient-Guided Edge Enhancement. IEEE Access 6: 57856-57867 (2018) - [j18]Zongying Lai, Xinlin Zhang
Joint sparse reconstruction of multi-contrast MRI images with graph based redundant wavelet transform. BMC Medical Imaging 18(1): 7:1-7:16 (2018) - [j17]Xiaofeng Du
Single Image Super-Resolution Based on Multi-Scale Competitive Convolutional Neural Network. Sensors 18(3): 789 (2018) - [j16]Hengfa Lu
Low Rank Enhanced Matrix Recovery of Hybrid Time and Frequency Data in Fast Magnetic Resonance Spectroscopy. IEEE Trans. Biomed. Eng. 65(4): 809-820 (2018) - [j15]Jiaxi Ying
Vandermonde Factorization of Hankel Matrix for Complex Exponential Signal Recovery - Application in Fast NMR Spectroscopy. IEEE Trans. Signal Process. 66(21): 5520-5533 (2018) - [c9]Kun Zeng, Hong Zheng, Yanyun Qu, Xiaobo Qu
Single Image Super-Resolution With Learning Iteratively Non-Linear Mapping Between Low- and High-Resolution Sparse Representations. ICPR 2018: 507-512 - 2017
- [j14]Di Guo, Hengfa Lu
A Fast Low Rank Hankel Matrix Factorization Reconstruction Method for Non-Uniformly Sampled Magnetic Resonance Spectroscopy. IEEE Access 5: 16033-16039 (2017) - [j13]Hong Zheng, Xiaobo Qu
Multi-contrast brain magnetic resonance image super-resolution using the local weight similarity. BMC Medical Imaging 17(1): 6:1-6:13 (2017) - [j12]Jiaxi Ying
Hankel Matrix Nuclear Norm Regularized Tensor Completion for N-dimensional Exponential Signals. IEEE Trans. Signal Process. 65(14): 3702-3717 (2017) - [c8]Hengfa Lu
A low rank Hankel matrix reconstruction method for ultrafast magnetic resonance spectroscopy. EMBC 2017: 3269-3272 - [c7]Xiaobo Qu
Accelerated magnetic resonance spectroscopy with Vandermonde factorization. EMBC 2017: 3537-3540 - 2016
- [j11]Zongying Lai, Xiaobo Qu
Image reconstruction of compressed sensing MRI using graph-based redundant wavelet transform. Medical Image Anal. 27: 93-104 (2016) - [j10]Zhifang Zhan, Jian-Feng Cai
Fast Multiclass Dictionaries Learning With Geometrical Directions in MRI Reconstruction. IEEE Trans. Biomed. Eng. 63(9): 1850-1861 (2016) - [j9]Yunsong Liu, Zhifang Zhan, Jian-Feng Cai, Di Guo, Zhong Chen
Projected Iterative Soft-Thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 35(9): 2130-2140 (2016) - [c6]Xiaobo Qu
Spread spectrum compressed sensing MRI using chirp radio frequency pulses. ICASSP 2016: 689-693 - [i5]Jiaxi Ying, Hengfa Lu, Qingtao Wei, Jian-Feng Cai, Di Guo, Jihui Wu, Zhong Chen, Xiaobo Qu:
Hankel Matrix Nuclear Norm Regularized Tensor Completion for N-dimensional Exponential Signals. CoRR abs/1604.02100 (2016) - 2015
- [j8]Lei Liu, Jingwen Yan, Di Guo, Yunsong Liu
Undersampled Hyperspectral Image Reconstruction Based on Surfacelet Transform. J. Sensors 2015: 256391:1-256391:11 (2015) - [i4]Jian-Feng Cai, Xiaobo Qu, Weiyu Xu, Gui-Bo Ye:
Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction. CoRR abs/1503.02893 (2015) - [i3]Zhifang Zhan, Jian-Feng Cai, Di Guo, Yunsong Liu, Zhong Chen, Xiaobo Qu:
Fast Multi-class Dictionaries Learning with Geometrical Directions in MRI Reconstruction. CoRR abs/1503.02945 (2015) - [i2]Yunsong Liu, Zhifang Zhan, Jian-Feng Cai, Di Guo, Zhong Chen, Xiaobo Qu:
A Simple and Fast Iterative Soft-thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging. CoRR abs/1504.07786 (2015) - 2014
- [j7]Di Guo, Xiaobo Qu
Salt and Pepper Noise Removal with Noise Detection and a Patch-Based Sparse Representation. Adv. Multim. 2014: 682747:1-682747:14 (2014) - [j6]Peng Feng, Kumar Durai, Fenglin Liu
Mathematical Methods in Biomedical Imaging 2014. Comput. Math. Methods Medicine 2014: 156494:1-156494:2 (2014) - [j5]Qiyue Li
Parallel Computing of Patch-Based Nonlocal Operator and Its Application in Compressed Sensing MRI. Comput. Math. Methods Medicine 2014: 257435:1-257435:6 (2014) - [j4]Di Guo, Xiaobo Qu
A Modified Iterative Alternating Direction Minimization Algorithm for Impulse Noise Removal in Images. J. Appl. Math. 2014: 595782:1-595782:12 (2014) - [j3]Xiaobo Qu
Magnetic resonance image reconstruction from undersampled measurements using a patch-based nonlocal operator. Medical Image Anal. 18(6): 843-856 (2014) - [c5]Xiaobo Qu
Multi-focus Image Fusion with Structure-Driven Adaptive Regions. ICIMCS 2014: 86 - 2013
- [c4]Xiaobo Qu
Magnetic resonance image reconstruction using similarities learnt from multi-modal images. ChinaSIP 2013: 264-268 - [i1]Xiaobo Qu, Ying Chen, Xiaoxing Zhuang, Zhiyu Yan, Di Guo, Zhong Chen:
Spread spectrum compressed sensing MRI using chirp radio frequency pulses. CoRR abs/1301.5451 (2013) - 2012
- [c3]Di Guo, Xiaobo Qu
Sparsity-based online missing sensor data recovery. ISCAS 2012: 918-921 - 2011
- [j2]Di Guo, Xiaobo Qu
Sparsity-Based Spatial Interpolation in Wireless Sensor Networks. Sensors 11(3): 2385-2407 (2011) - [j1]Xiaobo Qu
Reconstruction of Self-Sparse 2D NMR Spectra from Undersampled Data in the Indirect Dimension. Sensors 11(9): 8888-8909 (2011) - 2010
- [c2]Xiaobo Qu
Compressed sensing MRI with combined sparsifying transforms and smoothed l0 norm minimization. ICASSP 2010: 626-629
2000 – 2009
- 2008
- [c1]Xiaobo Qu, Jingwen Yan:
The cycle spinning-based sharp frequency localized contourlet transform for image denoising. ISKE 2008: 1247-1251
Coauthor Index
[j44] [j43] [j42] [i27] [j40] [j38] [j37] [j36] [j35] [j34] [j33] [c12] [i24] [i23] [i22] [i20] [i18] [j30] [i16] [i15] [i14] [j29] [j28] [j27] [j26] [j25] [c11] [c10] [i13] [i12] [j23] [i11] [i10] [i9] [j22] [i8] [i7] [i6] [j20] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [c8] [j11] [j10] [j9] [c6] [i5] [j8] [i3] [i2] [j7] [j5] [j4] [j3] [c5] [c4] [i1] [c3] [j2] [j1] [c2]
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