Improved Low-Rank Filtering of MR Spectroscopic Imaging Data With Pre-Learnt Subspace and Spatial Constraints

2020 ◽  
Vol 67 (8) ◽  
pp. 2381-2388
Author(s):  
Yang Chen ◽  
Yudu Li ◽  
Zongben Xu
Keyword(s):  
Spectroscopic Imaging ◽  
Low Rank ◽  
Imaging Data ◽  
Spatial Constraints ◽  
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scholarly journals Denoising MR Spectroscopic Imaging Data With Low-Rank Approximations

2013 ◽  
Vol 60 (1) ◽  
pp. 78-89 ◽  
Author(s):  
Hien M. Nguyen ◽  
Xi Peng ◽  
Minh N. Do ◽  
Zhi-Pei Liang
Keyword(s):  
Spectroscopic Imaging ◽  
Low Rank ◽  
Imaging Data ◽  
Low Rank Approximations ◽  
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Fast unsupervised hot-spot detection in1H-MR spectroscopic imaging data using ICA

2009 ◽  
Author(s):  
Markus T. Harz ◽  
Volker Diehl ◽  
Bernd Merkel ◽  
Burckhard Terwey ◽  
Heinz-Otto Peitgen
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Hot Spot ◽  
Spectroscopic Imaging ◽  
Imaging Data ◽  
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Mr Spectroscopic Imaging

scholarly journals Factor Analysis of Proton MR Spectroscopic Imaging Data in HIV Infection: Metabolite-derived Factors Help Identify Infection and Dementia

Radiology ◽  
2010 ◽  
Vol 254 (2) ◽  
pp. 577-586 ◽  
Author(s):  
Mona A. Mohamed ◽  
Margaret R. Lentz ◽  
Vallent Lee ◽  
Elkan F. Halpern ◽  
Ned Sacktor ◽  
...  
Keyword(s):  
Factor Analysis ◽  
Hiv Infection ◽  
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