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  A comprehensive approach for correcting voxel‐wise b‐value errors in diffusion MRI

Lee, Y., Kettinger, A. O., Wilm, B. J., Deichmann, R., Weiskopf, N., Lambert, C., et al. (2019). A comprehensive approach for correcting voxel‐wise b‐value errors in diffusion MRI. Magnetic Resonance in Medicine. doi:10.1002/mrm.28078.

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 Urheber:
Lee, Yoojin1, 2, Autor
Kettinger, Adam O.3, 4, Autor
Wilm, Bertram Jakob2, Autor
Deichmann, Ralf5, 6, Autor
Weiskopf, Nikolaus6, 7, Autor           
Lambert, Christian6, Autor
Pruessmann, Klaas Paul2, Autor
Nagy, Zoltan1, 6, Autor
Affiliations:
1Laboratory for Social and Neural Systems Research, Department of Economics, University of Zurich, Switzerland, ou_persistent22              
2Institute for Biomedical Engineering, University of Zurich, Switzerland, ou_persistent22              
3Brain Imaging Centre, Research Centre for Natural Sciences, Hungarian Academy of Sciences, Budapest, Hungary, ou_persistent22              
4Department of Nuclear Techniques, Budapest University of Technology and Economics, Hungary, ou_persistent22              
5Brain Imaging Centre, Goethe University, Frankfurt, Germany, ou_persistent22              
6Wellcome Trust Centre for Neuroimaging, Institute of Neurology, University College London, United Kingdom, ou_persistent22              
7Department Neurophysics (Weiskopf), MPI for Human Cognitive and Brain Sciences, Max Planck Society, ou_2205649              

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Schlagwörter: b‐value; Diffusion gradient; Diffusion MRI; Diffusion tensor; Gradient nonlinearity
 Zusammenfassung: Purpose

In diffusion MRI, the actual b‐value played out on the scanner may deviate from the nominal value due to magnetic field imperfections. A simple image‐based correction method for this problem is presented.
Methods

The apparent diffusion constant (ADC) of a water phantom was measured voxel‐wise along 64 diffusion directions at b = 1000 s/mm2. The true diffusion constant of water was estimated, considering the phantom temperature. A voxel‐wise correction factor, providing an effective b‐value including any magnetic field deviations, was determined for each diffusion direction by relating the measured ADC to the true diffusion constant. To test the method, the measured b‐value map was used to calculate the corrected voxel‐wise ADC for additionally acquired diffusion data sets on the same water phantom and data sets acquired on a small water phantom at three different positions. Diffusion tensor was estimated by applying the measured b‐value map to phantom and in vivo data sets.
Results

The b‐value‐corrected ADC maps of the phantom showed the expected spatial uniformity as well as a marked improvement in consistency across diffusion directions. The b‐value correction for the brain data resulted in a 5.8% and 5.5% decrease in mean diffusivity and angular differences of the primary diffusion direction of 2.71° and 0.73° inside gray and white matter, respectively.
Conclusion

The actual b‐value deviates significantly from its nominal setting, leading to a spatially variable error in the common diffusion outcome measures. The suggested method measures and corrects these artifacts.

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Sprache(n): eng - English
 Datum: 2019-09-232019-08-082019-10-222019-12-16
 Publikationsstatus: Online veröffentlicht
 Seiten: -
 Ort, Verlag, Ausgabe: -
 Inhaltsverzeichnis: -
 Art der Begutachtung: Expertenbegutachtung
 Identifikatoren: DOI: 10.1002/mrm.28078
Anderer: Epub ahead of print
PMID: 31840300
 Art des Abschluß: -

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Projektname : -
Grant ID : 2017‐1.2.1‐NKP‐2017‐00002
Förderprogramm : Hungarian Brain Research Program (HBRP)
Förderorganisation : Semmelweis University Budapest, Hungary
Projektname : -
Grant ID : 091593/Z/10/Z ; 079866/Z/06/Z
Förderprogramm : -
Förderorganisation : Wellcome Trust
Projektname : -
Grant ID : 31003A_166118 ; 316030_164076
Förderprogramm : -
Förderorganisation : Swiss National Science Foundation

Quelle 1

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Titel: Magnetic Resonance in Medicine
Genre der Quelle: Zeitschrift
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Ort, Verlag, Ausgabe: New York : Wiley-Liss
Seiten: - Band / Heft: - Artikelnummer: - Start- / Endseite: - Identifikator: ISSN: 0740-3194
CoNE: https://pure.mpg.de/cone/journals/resource/954925538149