Xiaobo Qu (屈小波)

Xiaobo Qu (屈小波)

Xiamen University

H-index: 34

Asia-China

About Xiaobo Qu (屈小波)

Xiaobo Qu (屈小波), With an exceptional h-index of 34 and a recent h-index of 26 (since 2020), a distinguished researcher at Xiamen University, specializes in the field of Magnetic Resonance Imaging, Image Reconstruction, Signal Processing, NMR Spectroscopy, Artificial Intelligence.

His recent articles reflect a diverse array of research interests and contributions to the field:

A faithful deep sensitivity estimation for accelerated magnetic resonance imaging

Deep separable spatiotemporal learning for fast dynamic cardiac MRI

CloudBrain-MRS: An intelligent cloud computing platform for in vivo magnetic resonance spectroscopy preprocessing, quantification, and analysis

Magnetic resonance spectroscopy quantification aided by deep estimations of imperfection factors and macromolecular signal

Convex dual theory analysis of two-layer convolutional neural networks with soft-thresholding

The state-of-the-art in Cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023

A sparse model-inspired deep thresholding network for exponential signal reconstruction -- application in fast biological spectroscopy

Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence

Xiaobo Qu (屈小波) Information

University

Position

Professor of Department of Electronic Science

Citations(all)

4873

Citations(since 2020)

2919

Cited By

2992

hIndex(all)

34

hIndex(since 2020)

26

i10Index(all)

63

i10Index(since 2020)

48

Email

University Profile Page

Xiamen University

Google Scholar

View Google Scholar Profile

Xiaobo Qu (屈小波) Skills & Research Interests

Magnetic Resonance Imaging

Image Reconstruction

Signal Processing

NMR Spectroscopy

Artificial Intelligence

Top articles of Xiaobo Qu (屈小波)

Title

Journal

Author(s)

Publication Date

A faithful deep sensitivity estimation for accelerated magnetic resonance imaging

IEEE Journal of Biomedical and Health Informatics

Zi Wang

Haoming Fang

Chen Qian

Boxuan Shi

Lijun Bao

...

2024/4

Deep separable spatiotemporal learning for fast dynamic cardiac MRI

arXiv:2402.15939

Zi Wang

Min Xiao

Yirong Zhou

Chengyan Wang

Naiming Wu

...

2024/2

CloudBrain-MRS: An intelligent cloud computing platform for in vivo magnetic resonance spectroscopy preprocessing, quantification, and analysis

Journal of Magnetic Resonance

Xiaodie Chen

Jiayu Li

Dicheng Chen

Yirong Zhou

Zhangren Tu

...

2024

Magnetic resonance spectroscopy quantification aided by deep estimations of imperfection factors and macromolecular signal

IEEE Transactions on Biomedical Engineering

Dicheng Chen

Meijin Lin

Huiting Liu

Jiayu Li

Yirong Zhou

...

2024/1

Convex dual theory analysis of two-layer convolutional neural networks with soft-thresholding

IEEE Transactions on Neural Networks and Learning Systems

Chunyan Xiong

Chaoxing Zhang

Mengli Lu

Xiaotong Yu

Jian Cao

...

2024/1

The state-of-the-art in Cardiac MRI reconstruction: Results of the CMRxRecon challenge in MICCAI 2023

arXiv preprint arXiv:2404.01082

Jun Lyu

Chen Qin

Shuo Wang

Fanwen Wang

Yan Li

...

2024/4/1

A sparse model-inspired deep thresholding network for exponential signal reconstruction -- application in fast biological spectroscopy

IEEE transactions on neural networks and learning systems

Zi Wang

Di Guo

Zhangren Tu

Yihui Huang

Yirong Zhou

...

2022/2/4

Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence

arXiv:2310.11641

Yirong Zhou

Yanhuang Wu

Yuhan Su

Jing Li

Jianyun Cai

...

2023/10

Exponential signal reconstruction with deep Hankel matrix factorization

IEEE Transactions on Neural Networks and Learning Systems

Yihui Huang

Jinkui Zhao

Zi Wang

Vladislav Orekhov

Di Guo

...

2021/12/23

NMR spectra denoising with Vandermonde constraints

arXiv:2310.13882

Di Guo

Runmin Xu

Jinyu Wu

Meijin Lin

Xiaofeng Du

...

2023

XCloud-VIP: Virtual peak enables highly accelerated NMR spectroscopy and faithful quantitative measures

IEEE Transactions on Computational Imaging

Di Guo

Zhangren Tu

Yi Guo

Yirong Zhou

Jian Wang

...

2023/10

CMRxRecon: An open cardiac MRI dataset for the competition of accelerated image reconstruction

arXiv preprint arXiv:2309.10836

Chengyan Wang

Jun Lyu

Shuo Wang

Chen Qin

Kunyuan Guo

...

2023

CloudBrain-NMR: An intelligent cloud computing platform for NMR spectroscopy processing, reconstruction and analysis

arXiv:2309.07178

Di Guo

Sijin Li

Jun Liu

Zhangren Tu

Tianyu Qiu

...

2023/8

Resolution enhancement of NMR by decoupling with the low-rank Hankel model

Chemical Communications

Tianyu Qiu

Amir Jahangiri

Xiao Han

Dmitry Lesovoy

Tatiana Agback

...

2023/5/2

Physics-informed deep diffusion MRI reconstruction: Break the bottleneck of training data in artificial intelligence

arXiv:2210.11388

Chen Qian

Yuncheng Gao

Mingyang Han

Zi Wang

Dan Ruan

...

2023/10

A plug-and-play synthetic data deep learning for undersampled magnetic resonance image reconstruction

Min Xiao

Zi Wang

Jiefeng Guo

Xiaobo Qu*

2023/8

A dynamics theory of implicit regularization in deep low-rank matrix factorization

arXiv preprint arXiv:2212.14150

Jian Cao

Chen Qian

Yihui Huang

Dicheng Chen

Yuncheng Gao

...

2022/12/29

Magnetic resonance spectroscopy deep learning denoising using few in vivo data

IEEE Transactions on Computational Imaging

Dicheng Chen

Wanqi Hu

Huiting Liu

Yirong Zhou

Tianyu Qiu

...

2023/4/17

Bloch equation enables physics-informed neural network in parametric magnetic resonance imaging

arXiv:2309.11763

Qingrui Cai

Liuhong Zhu

Jianjun Zhou

Chen Qian

Di Guo

...

2023/9

One-dimensional deep low-rank and sparse network for accelerated MRI

IEEE Transactions on Medical Imaging

Zi Wang

Chen Qian

Di Guo

Hongwei Sun

Rushuai Li

...

2023/1

See List of Professors in Xiaobo Qu (屈小波) University(Xiamen University)

Co-Authors

H-index: 63
Ming-Ting Sun

Ming-Ting Sun

University of Washington

H-index: 40
Vladislav Y Orekhov

Vladislav Y Orekhov

Göteborgs universitet

H-index: 29
Di Guo

Di Guo

Xiamen University of Technology

H-index: 21
Congbo Cai

Congbo Cai

Xiamen University

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