Xiaobo Qu

5.5k citations

142 papers · 3.8k · h-index 34

Impact in

Computational Mathematics top 2%
Radiology, Nuclear Medicine and Imaging top 0.5%
- Advanced MRI Techniques and Applications
- Medical Imaging Techniques and Applications

Papers in

Radiology, Nuclear Medicine and Imaging 64
- Advanced MRI Techniques and Applications 63
- Medical Imaging Techniques and Applications 13
Computational Mechanics 53
- Sparse and Compressive Sensing Techniques 53

Co-authors: Di Guo (78 shared papers)Zhong Chen (42 shared papers)Jingwen Yan (12 shared papers)Jian‐Feng Cai (10 shared papers)Yunsong Liu (9 shared papers)Vladislav Orekhov (9 shared papers)Zhifang Zhan (5 shared papers)Yingkun Hou (3 shared papers)
Journals: Journal of Magnetic Resonance (9 papers)IEEE Transactions on Biomedical Engineering (5 papers)IEEE Transactions on Instrumentation and Measurement (5 papers)Medical Image Analysis (5 papers)Magnetic Resonance Imaging (5 papers)
Partner nations: China United States Hong Kong

In The Last Decade

Xiaobo Qu

132 papers receiving 3.7k citations

Peers

Replace Di Guo with:

Di Guo China

Santiago Aja‐Fernández Spain

Ignace Lemahieu Belgium

Leslie Ying United States

Kristian Bredies Austria

Gustavo K. Rohde United States

Huazhong Shu China

Carlos Alberola‐López Spain

Ricardo Otazo United States

Kyong Hwan Jin South Korea

Xiaobo Qu relative to Di Guo China Di Guo's profile →

Citations per field

00.5×2×3.3×

Di Guo · 1×

×1.1 52/48

CM

×1.2 2k/1k

RNMI

×3.3 686/207

MT

×1.1 1k/1k

CM

×1.7 1k/647

CVPR

Citations per year

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Countries citing papers authored by Xiaobo Qu

Since Specialization

Citations

This map shows the geographic impact of Xiaobo Qu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiaobo Qu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaobo Qu more than expected).

Fields of papers citing papers by Xiaobo Qu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiaobo Qu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiaobo Qu. The network helps show where Xiaobo Qu may publish in the future.

Co-authors

The 25 scholars most cited alongside Xiaobo Qu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Xiaobo Qu Line = papers co-authored together Xiaobo Qu links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 142 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Convolutional Neural Networks-Based MRI Image Analysis for the Alzheimer’s Disease Prediction From Mild Cognitive Impairment Frontiers in Neuroscience ·Wei-Ming Lin, Tong Tong, Qinquan Gao, Di Guo, Xiaofeng Du, Yonggui Yang, Gang Guo, Min Xiao, Min Du, Xiaobo Qu, (unknown)	2018	277
2	Magnetic resonance image reconstruction from undersampled measurements using a patch-based nonlocal operator Medical Image Analysis ·Xiaobo Qu, Yingkun Hou, Fan Lam, Di Guo, Jianhui Zhong, Zhong Chen	2013	265
3	Image Fusion Algorithm Based on Spatial Frequency-Motivated Pulse Coupled Neural Networks in Nonsubsampled Contourlet Transform Domain Acta Automatica Sinica ·Xiaobo Qu, Jingwen Yan, Hongzhi Xiao, Zi-Qian Zhu	2008	250
4	Undersampled MRI reconstruction with patch-based directional wavelets Magnetic Resonance Imaging ·Xiaobo Qu, Di Guo, Bende Ning, Yingkun Hou, Yulan Lin, Shuhui Cai, Zhong Chen	2012	188
5	Fast Multiclass Dictionaries Learning With Geometrical Directions in MRI Reconstruction IEEE Transactions on Biomedical Engineering ·Zhifang Zhan, Jian‐Feng Cai, Di Guo, Yunsong Liu, Zhong Chen, Xiaobo Qu	2015	152
6	Projected Iterative Soft-Thresholding Algorithm for Tight Frames in Compressed Sensing Magnetic Resonance Imaging IEEE Transactions on Medical Imaging ·Yunsong Liu, Zhifang Zhan, Jian‐Feng Cai, Di Guo, Zhong Chen, Xiaobo Qu	2016	143
7	Accelerated NMR Spectroscopy with Low‐Rank Reconstruction Angewandte Chemie International Edition ·Xiaobo Qu, Maxim Mayzel, Jian‐Feng Cai, Zhong Chen, Vladislav Orekhov	2014	123
8	Image reconstruction of compressed sensing MRI using graph-based redundant wavelet transform Medical Image Analysis ·Zongying Lai, Xiaobo Qu, Yunsong Liu, Di Guo, Jing Ye, Zhifang Zhan, Zhong Chen	2015	122
9	Iterative thresholding compressed sensing MRI based on contourlet transform Inverse Problems in Science and Engineering ·Xiaobo Qu, Weiru Zhang, Di Guo, Congbo Cai, Shuhui Cai, Zhong Chen	2010	121
10	Accelerated Nuclear Magnetic Resonance Spectroscopy with Deep Learning Angewandte Chemie International Edition ·Xiaobo Qu, Yihui Huang, Hengfa Lu, Tianyu Qiu, Di Guo, Tatiana Agback, Vladislav Orekhov, Zhong Chen	2019	120
11	Review and Prospect: Deep Learning in Nuclear Magnetic Resonance Spectroscopy Chemistry - A European Journal ·Dicheng Chen, Zi Wang, Di Guo, Vladislav Orekhov, Xiaobo Qu	2020	105
12	Image Fusion Algorithm Based on Spatia Frequency-Motivated Pulse Coupled Neural Networks in Nonsubsampled Contourlet Transform Domain ACTA AUTOMATICA SINICA ·Xiaobo Qu, Jingwen Yan, Hongzhi Xiao, Zi-Qian Zhu	2009	91
13	Hankel Matrix Nuclear Norm Regularized Tensor Completion for $N$-dimensional Exponential Signals IEEE Transactions on Signal Processing ·Jiaxi Ying, Hengfa Lu, Qingtao Wei, Jian‐Feng Cai, Di Guo, Jihui Wu, Zhong Chen, Xiaobo Qu	2017	83
14	High quality multi-focus image fusion using self-similarity and depth information Optics Communications ·Di Guo, Jingwen Yan, Xiaobo Qu	2014	73
15	A review on deep learning MRI reconstruction without fully sampled k-space BMC Medical Imaging ·Gushan Zeng, Yi Guo, Jiaying Zhan, Zi Wang, Zongying Lai, Xiaofeng Du, Xiaobo Qu, Di Guo	2021	61
16	Magnetic resonance image reconstruction using trained geometric directions in 2D redundant wavelets domain and non-convex optimization Magnetic Resonance Imaging ·Bende Ning, Xiaobo Qu, Di Guo, Changwei Hu, Zhong Chen	2013	57
17	Image reconstruction with low-rankness and self-consistency of k-space data in parallel MRI Medical Image Analysis ·Xinlin Zhang, Di Guo, Yiman Huang, Ying Chen, Liansheng Wang, Feng Huang, Qin Xu, Xiaobo Qu	2020	51
18	Vandermonde Factorization of Hankel Matrix for Complex Exponential Signal Recovery—Application in Fast NMR Spectroscopy IEEE Transactions on Signal Processing ·Jiaxi Ying, Jian‐Feng Cai, Di Guo, Gongguo Tang, Zhong Chen, Xiaobo Qu	2018	49
19	Combined sparsifying transforms for compressed sensing MRI Electronics Letters ·Xiaobo Qu, Xiaolu Cao, Di Guo, Changwei Hu, Ziran Chen	2010	48
20	A novel image fusion algorithm based on bandelet transform Xiaobo Qu, Jingwen Yan, (unknown), Ziqian Zhu, Bengang Chen	2007	48

About Xiaobo Qu

Xiaobo Qu is a scholar working on Radiology, Nuclear Medicine and Imaging, Computational Mechanics, Computer Vision and Pattern Recognition, Biomedical Engineering and Nuclear and High Energy Physics, having authored 142 papers that have together received 3.8k indexed citations. Recurring topics across this work include Advanced MRI Techniques and Applications (63 papers), Sparse and Compressive Sensing Techniques (53 papers), Image and Signal Denoising Methods (35 papers), NMR spectroscopy and applications (22 papers), Advanced Image Fusion Techniques (17 papers), Photoacoustic and Ultrasonic Imaging (15 papers), Medical Imaging Techniques and Applications (13 papers) and Advanced Image Processing Techniques (10 papers). The work is most often cited by research in Computational Mathematics (52 citations), Radiology, Nuclear Medicine and Imaging (1.7k citations), Media Technology (686 citations), Computational Mechanics (1.2k citations) and Computer Vision and Pattern Recognition (1.1k citations). Xiaobo Qu has collaborated with scholars based in China, United States and Hong Kong. Frequent co-authors include Di Guo, Zhong Chen, Jingwen Yan, Jian‐Feng Cai, Yunsong Liu, Vladislav Orekhov, Zhifang Zhan, Yingkun Hou, Shuhui Cai and Hengfa Lu. Their work appears in journals such as Journal of Magnetic Resonance, IEEE Transactions on Biomedical Engineering, IEEE Transactions on Instrumentation and Measurement, Medical Image Analysis and Magnetic Resonance Imaging.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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