Low Rank Enhanced Matrix Recovery of Hybrid Time and Frequency Data in Fast Magnetic Resonance Spectroscopy

Hengfa Lu; Xinlin Zhang; Tianyu Qiu; Jian Yang; Jiaxi Ying; Di Guo; Zhong Chen; Xiaobo Qu

doi:10.1109/tbme.2017.2719709

Low Rank Enhanced Matrix Recovery of Hybrid Time and Frequency Data in Fast Magnetic Resonance Spectroscopy

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2017.2719709 ◽

2018 ◽

Vol 65 (4) ◽

pp. 809-820 ◽

Cited By ~ 10

Author(s):

Hengfa Lu ◽

Xinlin Zhang ◽

Tianyu Qiu ◽

Jian Yang ◽

Jiaxi Ying ◽

...

Keyword(s):

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Low Rank ◽

Resonance Spectroscopy ◽

Frequency Data ◽

Matrix Recovery

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A Fast Low Rank Hankel Matrix Factorization Reconstruction Method for Non-Uniformly Sampled Magnetic Resonance Spectroscopy

IEEE Access ◽

10.1109/access.2017.2731860 ◽

2017 ◽

Vol 5 ◽

pp. 16033-16039 ◽

Cited By ~ 15

Author(s):

Di Guo ◽

Hengfa Lu ◽

Xiaobo Qu

Keyword(s):

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Matrix Factorization ◽

Hankel Matrix ◽

Low Rank ◽

Resonance Spectroscopy ◽

Reconstruction Method

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Improved Reconstruction of Low Intensity Magnetic Resonance Spectroscopy With Weighted Low Rank Hankel Matrix Completion

IEEE Access ◽

10.1109/access.2018.2794478 ◽

2018 ◽

Vol 6 ◽

pp. 4933-4940 ◽

Cited By ~ 6

Author(s):

Di Guo ◽

Xiaobo Qu

Keyword(s):

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Matrix Completion ◽

Hankel Matrix ◽

Low Rank ◽

Resonance Spectroscopy ◽

Low Intensity

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A low rank Hankel matrix reconstruction method for ultrafast magnetic resonance spectroscopy

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2017.8037554 ◽

2017 ◽

Cited By ~ 1

Author(s):

Hengfa Lu ◽

Xinlin Zhang ◽

Tianyu Qiu ◽

Jian Yang ◽

Di Guo ◽

...

Keyword(s):

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Hankel Matrix ◽

Low Rank ◽

Resonance Spectroscopy ◽

Reconstruction Method ◽

Matrix Reconstruction

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Low‐rank and sparse reconstruction for fast diffusion nuclear magnetic resonance spectroscopy

IET Signal Processing ◽

10.1049/sil2.12022 ◽

2021 ◽

Vol 15 (2) ◽

pp. 88-97

Author(s):

Di Guo ◽

Jiaying Zhan ◽

Yirong Zhou ◽

Zhangren Tu ◽

Zifei Zhang ◽

...

Keyword(s):

Nuclear Magnetic Resonance ◽

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Nuclear Magnetic Resonance Spectroscopy ◽

Low Rank ◽

Sparse Reconstruction ◽

Resonance Spectroscopy ◽

Fast Diffusion ◽

Nuclear Magnetic

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Brain Function, Structure, and Neurochemistry after Tamoxifen/Chemotherapy Assessed by Neuropsychologic Testing & H Magnetic Resonance Spectroscopy

PsycEXTRA Dataset ◽

10.1037/e455682006-001 ◽

2001 ◽

Author(s):

Thomas Ernst ◽

Keyword(s):

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Brain Function ◽

Resonance Spectroscopy ◽

Function Structure ◽

Neuropsychologic Testing

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Detection of Human Immunodeficiency Virus–Induced Inflammation and Oxidative Stress in Lenticular Nuclei With Magnetic Resonance Spectroscopy Despite Antiretroviral Therapy

Yearbook of Neurology and Neurosurgery ◽

10.1016/s0513-5117(08)79018-5 ◽

2008 ◽

Vol 2008 ◽

pp. 63-65

Author(s):

A. Verma

Keyword(s):

Oxidative Stress ◽

Human Immunodeficiency Virus ◽

Antiretroviral Therapy ◽

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Resonance Spectroscopy ◽

Immunodeficiency Virus ◽

Lenticular Nuclei ◽

And Oxidative Stress

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Proton Magnetic Resonance Spectroscopy Imaging in the Evaluation of Patients Undergoing Gamma Knife Surgery for Grade IV Glioma

Yearbook of Neurology and Neurosurgery ◽

10.1016/s0513-5117(08)70365-x ◽

2006 ◽

Vol 2006 ◽

pp. 195-196

Author(s):

A. Gorgulho

Keyword(s):

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Gamma Knife ◽

Proton Magnetic Resonance ◽

Proton Magnetic Resonance Spectroscopy ◽

Gamma Knife Surgery ◽

Resonance Spectroscopy ◽

Magnetic Resonance Spectroscopy Imaging

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Structural characterization of a crude oil by one and two dimensional nuclear magnetic resonance spectroscopy

Journal de Chimie Physique ◽

10.1051/jcp/1992890533 ◽

1992 ◽

Vol 89 ◽

pp. 533-539 ◽

Cited By ~ 2

Author(s):

G Dosseh ◽

B Rousseau ◽

AH Fuchs

Keyword(s):

Nuclear Magnetic Resonance ◽

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Crude Oil ◽

Nuclear Magnetic Resonance Spectroscopy ◽

Structural Characterization ◽

Resonance Spectroscopy ◽

Two Dimensional ◽

Nuclear Magnetic

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Diagnostic value of 31P magnetic resonance spectroscopy (MRS) and velocity encoded MRI (VEC-MRI) in suspected diastolic dysfunction with normal myocardial mass. – Comparison to echocardiographic criteria

RöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren ◽

10.1055/s-0029-1248006 ◽

2010 ◽

Vol 182 (02) ◽

Author(s):

T Burkhard ◽

S Linzbach ◽

F Huebner ◽

TJ Vogl

Keyword(s):

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Diastolic Dysfunction ◽

Diagnostic Value ◽

Resonance Spectroscopy ◽

Myocardial Mass ◽

31P Magnetic Resonance Spectroscopy ◽

Mass Comparison

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Chronic cocaine use is associated with glutamatergic and other neurometabolic alterations: a proton magnetic resonance spectroscopy study

Suchttherapie ◽

10.1055/s-0035-1557701 ◽

2015 ◽

Vol 16 (S 01) ◽

Author(s):

LM Hulka ◽

M Scheidegger ◽

M Vonmoos ◽

KH Preller ◽

MR Baumgartner ◽

...

Keyword(s):

Magnetic Resonance ◽

Magnetic Resonance Spectroscopy ◽

Proton Magnetic Resonance ◽

Proton Magnetic Resonance Spectroscopy ◽

Resonance Spectroscopy ◽

Spectroscopy Study ◽

Cocaine Use ◽

Magnetic Resonance Spectroscopy Study ◽

Chronic Cocaine

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