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@ARTICLE{Chen:903799,
      author       = {Chen, Qingping and Shah, N. Jon and Worthoff, Wieland A.},
      title        = {{C}ompressed {S}ensing in {S}odium {M}agnetic {R}esonance
                      {I}maging: {T}echniques, {A}pplications, and {F}uture
                      {P}rospects},
      journal      = {Journal of magnetic resonance imaging},
      volume       = {55},
      number       = {5},
      issn         = {1053-1807},
      address      = {New York, NY},
      publisher    = {Wiley-Liss},
      reportid     = {FZJ-2021-05433},
      pages        = {1340-1356},
      year         = {2022},
      abstract     = {Sodium (23Na) yields the second strongest nuclear magnetic
                      resonance (NMR) signal in biological tissues and plays a
                      vital role in cell physiology. Sodium magnetic resonance
                      imaging (MRI) can provide insights into cell integrity and
                      tissue viability relative to pathologies without significant
                      anatomical alternations, and thus it is considered to be a
                      potential surrogate biomarker that provides complementary
                      information for standard hydrogen (1H) MRI in a noninvasive
                      and quantitative manner. However, sodium MRI suffers from a
                      relatively low signal-to-noise ratio and long acquisition
                      times due to its relatively low NMR sensitivity. Compressed
                      sensing-based (CS-based) methods have been shown to
                      accelerate sodium imaging and/or improve sodium image
                      quality significantly. In this manuscript, the basic
                      concepts of CS and how CS might be applied to improve sodium
                      MRI are described, and the historical milestones of CS-based
                      sodium MRI are briefly presented. Representative advanced
                      techniques and evaluation methods are discussed in detail,
                      followed by an expose of clinical applications in multiple
                      anatomical regions and diseases as well as thoughts and
                      suggestions on potential future research prospects of CS in
                      sodium MRI.},
      cin          = {INM-4},
      ddc          = {610},
      cid          = {I:(DE-Juel1)INM-4-20090406},
      pnm          = {5253 - Neuroimaging (POF4-525)},
      pid          = {G:(DE-HGF)POF4-5253},
      typ          = {PUB:(DE-HGF)16},
      pubmed       = {34918429},
      UT           = {WOS:000730984900001},
      doi          = {10.1002/jmri.28029},
      url          = {https://juser.fz-juelich.de/record/903799},
}