学者信息

屈小波 (XiaoBo Qu)

电子科学与技术学院(国家示范性微电子学院)

ResearcherID:D-5017-2009

ORCID:0000-0002-8675-5820

合作者

已发表成果:

WOK 论文 120 篇;中文核心 2 篇;其它论文 10 篇;专利发明 4 个;

  • A Dynamics Theory of Implicit Regularization in Deep Low-Rank Matrix Factorization

    SSRN,1556-5068,2023-12-13.
    Cao, Jian (1); Qian, Chen (1); Huang, Yihui (1); Chen, Dicheng (1); Gao, Yuncheng (1); Dong, Jiyang...
    EI:20230456902   10.2139/ssrn.4663079
    收录情况:EI
  • Evaluation of the diagnostic utility on 1.5T and 3.0T <SUP>1</SUP>H magnetic resonance spectroscopy for temporal lobe epilepsy

    BMC MEDICAL IMAGING,1471-2342,2023-11-14.
    Qu, Biao; Tan, Hejuan; Xiao, Min; Liu, Dongbao; Wang, Shijin; Zhang, Yiwen; Chen, Runhan; Zheng, Ga...
    WOS:001104991100001   10.1186/s12880-023-01136-w
    收录情况:SCIE
  • NMR Spectra Denoising with Vandermonde Constraints

    arXiv,,2023-10-20.
    Guo, Di (1); Xu, Runmin (1); Wu, Jinyu (2); Lin, Meijin (3); Du, Xiaofeng (1); Qu, Xiaobo (2)
    EI:20230382062   10.48550/arXiv.2310.13882
    收录情况:EI
  • Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence

    arXiv,,2023-10-17.
    Zhou, Yirong (1); Wu, Yanhuang (1); Su, Yuhan (2); Li, Jing (3); Cai, Jianyun (4); You, Yongfu (5);...
    EI:20230387390   10.48550/arXiv.2310.11641
    收录情况:EI
  • Bloch Equation Enables Physics-informed Neural Network in Parametric Magnetic Resonance Imaging

    arXiv,,2023-09-20.
    Cai, Qingrui (1, 3); Zhu, Liuhong (2); Zhou, Jianjun (2, 3); Qian, Chen (3); Guo, Di (4); Qu, Xiaob...
    EI:20230339018   10.48550/arXiv.2309.11763
    收录情况:EI
  • CMR×Recon: An open cardiac MRI dataset for the competition of accelerated image reconstruction

    arXiv,,2023-09-19.
    Wang, Chengyan (1); Lyu, Jun (2); Wang, Shuo (3); Qin, Chen (4); Guo, Kunyuan (5); Zhang, Xinyu (1)...
    EI:20230345168   10.48550/arXiv.2309.10836
    收录情况:EI
  • A PLUG-AND-PLAY SYNTHETIC DATA DEEP LEARNING FOR UNDERSAMPLED MAGNETIC RESONANCE IMAGE RECONSTRUCTION

    arXiv,,2023-09-12.
    Xiao, Min (1); Wang, Zi (2); Guo, Jiefeng (3); Qu, Xiaobo (1, 2)
    EI:20230339492   10.48550/arXiv.2309.06681
    收录情况:EI
  • CloudBrain-NMR: An Intelligent Cloud Computing Platform for NMR Spectroscopy Processing, Reconstruction and Analysis

    arXiv,,2023-09-12.
    Guo, Di (1); Li, Sijin (1); Liu, Jun (1); Tu, Zhangren (2); Qiu, Tianyu (2); Xu, Jingjing (2); Feng...
    EI:20230328479   10.48550/arXiv.2309.07178
    收录情况:EI
  • Review and Prospect: Applications of Exponential Signals with Machine Learning in Nuclear Magnetic Resonance

    SPECTROSCOPY,0887-6703,2023-09.
    Guo, Di; Chen, Xianjing; Lu, Mengli; He, Wangfeng; Luo, Sihui; Lin, Yanqin; Huang, Yuqing; Xiao, Li...
    WOS:001064646000004  
    收录情况:SCIE
  • Review and Prospect: Applications of Exponential Signals with Machine Learning in Nuclear Magnetic Resonance

    Spectroscopy (Santa Monica),0887-6703,2023-09.
    Guo, Di (1); Chen, Xianjing (1); Lu, Mengli (2); He, Wangfeng (2); Luo, Sihui (3); Lin, Yanqin (2);...
    EI:20243717020278   10.56530/spectroscopy.yx1073b8
    收录情况:EI
  • Comparative study of bilateral putamen for patients with severe Parkinson's disease detected by 1H magnetic resonance spectroscopy

    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY,2223-4292,2023-08-22.
    Qu, Biao; Li, Xiaoyuan; Xiao, Min; Chen, Runhan; Tan, Hejuan; Sun, Hongwei; Li, Rushuai; Xu, Jingji...
    WOS:001056706700001   10.21037/qims-23-231
    收录情况:SCIE
  • One for Multiple: Physics-informed Synthetic Data Boosts Generalizable Deep Learning for Fast MRI Reconstruction

    arXiv,,2023-07-24.
    Wang, Zi (1); Yu, Xiaotong (1); Wang, Chengyan (2); Chen, Weibo (3); Wang, Jiazheng (3); Chu, Ying-...
    EI:20230260911  
    收录情况:EI
  • CloudBrain-MRS: An Intelligent Cloud Computing Platform for in vivo Magnetic Resonance Spectroscopy Preprocessing, Quantification, and Analysis

    arXiv,,2023-06-19.
    Chen, Xiaodie (1); Li, Jiayu (1); Chen, Dicheng (1); Zhou, Yirong (1); Tu, Zhangren (1); Lin, Meiji...
    EI:20230225987  
    收录情况:EI
  • Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Overall Macromolecular Signal

    arXiv,,2023-06-16.
    Chen, Dicheng (1); Lin, Meijin (2); Liu, Huiting (1); Li, Jiayu (1); Zhou, Yirong (1); Kang, Taisha...
    EI:20230220392  
    收录情况:EI
  • A convergence analysis for projected fast iterative soft-thresholding algorithm under radial sampling MRI

    Journal of Magnetic Resonance,1090-7807,2023-06.
    Qu, Biao; Zhang, Zuwen; Chen, Yewei; Qian, Chen; Kang, Taishan; Lin, Jianzhong; Chen, Lihua; Wu, Zh...
    WOS:000985146300001   EI:20231613889641   10.1016/j.jmr.2023.107425
    收录情况:SCIE、EI
  • Convex Dual Theory Analysis of Two-Layer Convolutional Neural Networks with Soft-Thresholding

    arXiv,,2023-04-14.
    Xiong, Chunyan (1); Lu, Mengli (1); Yu, Xiaotong (1); Cao, Jian (1); Chen, Zhong (1); Guo, Di (2); ...
    EI:20230144560   10.48550/arXiv.2304.06959
    收录情况:EI
  • Physics-Driven Synthetic Data Learning for Biomedical Magnetic Resonance: The imaging physics-based data synthesis paradigm for artificial intelligence

    IEEE Signal Processing Magazine,1053-5888,2023-03-01.
    Yang, Qinqin; Wang, Zi; Guo, Kunyuan; Cai, Congbo; Qu, Xiaobo
    WOS:000967371100013   EI:20231113698681   10.1109/MSP.2022.3183809
    收录情况:SCIE、EI
  • Hypercomplex Low Rank Reconstruction for NMR Spectroscopy

    Signal Processing,0165-1684,2023-02.
    Guo, Yi; Zhan, Jiaying; Tu, Zhangren; Zhou, Yirong; Wu, Jianfan; Hong, Qing; Huang, Yuqing; Orekhov...
    WOS:000990965900007   EI:20224313003953   10.1016/j.sigpro.2022.108809
    收录情况:SCIE、EI
  • A Joint Group Sparsity-based deep learning for multi-contrast MRI reconstruction

    Journal of Magnetic Resonance,1090-7807,2023-01.
    Guo, Di; Zeng, Gushan; Fu, Hao; Wang, Zi; Yang, Yonggui; Qu, Xiaobo
    WOS:000906604300001   EI:20225113267984   10.1016/j.jmr.2022.107354
    收录情况:SCIE、EI
  • One-Dimensional Deep Low-Rank and Sparse Network for Accelerated MRI

    IEEE TRANSACTIONS ON MEDICAL IMAGING,0278-0062,2023-01.
    Wang, Zi; Qian, Chen; Guo, Di; Sun, Hongwei; Li, Rushuai; Zhao, Bo; Qu, Xiaobo
    WOS:000907160700007   10.1109/TMI.2022.3203312
    收录情况:SCIE
  • Magnetic Resonance Spectroscopy Deep Learning Denoising Using Few in Vivo Data

    IEEE Transactions on Computational Imaging,2573-0436,2023.
    Chen, Dicheng; Hu, Wanqi; Liu, Huiting; Zhou, Yirong; Qiu, Tianyu; Huang, Yihui; Wang, Zi; Lin, Mei...
    WOS:000986567000001   EI:20231714017196   10.1109/TCI.2023.3267623
    收录情况:SCIE、EI
  • Resolution enhancement of NMR by decoupling with the low-rank Hankel model

    Chemical Communications,1359-7345,2023.
    Qiu, Tianyu; Jahangiri, Amir; Han, Xiao; Lesovoy, Dmitry; Agback, Tatiana; Agback, Peter; Achour, A...
    WOS:000974194000001   EI:20231713955162   10.1039/d2cc06682c
    收录情况:SCIE、EI
  • A Paired Phase and Magnitude Reconstruction for Advanced Diffusion-Weighted Imaging

    IEEE Transactions on Biomedical Engineering,0018-9294,2023.
    Qian, Chen; Wang, Zi; Zhang, Xinlin; Shi, Boxuan; Jiang, Boyu; Tao, Ran; Li, Jing; Ge, Yuwei; Kang,...
    WOS:001123725100010   EI:20232614302226   10.1109/TBME.2023.3288031
    收录情况:SCIE、EI
  • Physics-informed Deep Diffusion MRI Reconstruction: Break the Bottleneck of Training Data in Artificial Intelligence

    Proceedings - International Symposium on Biomedical Imaging,1945-7928,2023.
    Qian, Chen; Wang, Zi; Zhang, Xinlin; Cai, Qingrui; Kang, Taishan; Jiang, Boyu; Tao, Ran; Wu, Zhigan...
    WOS:001062050500215   EI:20233914806036   10.1109/ISBI53787.2023.10230538
    收录情况:EI、CPCI-S
  • XCloud-VIP: Virtual Peak Enables Highly Accelerated NMR Spectroscopy and Faithful Quantitative Measures

    IEEE Transactions on Computational Imaging,2573-0436,2023.
    Guo, Di; Tu, Zhangren; Guo, Yi; Zhou, Yirong; Wang, Jian; Wang, Zi; Qiu, Tianyu; Xiao, Min; Chen, Y...
    WOS:001123570400001   EI:20234815108983   10.1109/TCI.2023.3330298
    收录情况:SCIE、EI