4.5 Article

Automatic Placement of Outer Volume Suppression Slices in MR Spectroscopic Imaging of the Human Brain

期刊

MAGNETIC RESONANCE IN MEDICINE
卷 63, 期 3, 页码 592-600

出版社

JOHN WILEY & SONS INC
DOI: 10.1002/mrm.22275

关键词

MR; spectroscopic imaging; outer volume suppression; image segmentation; automation; morphologic processing

资金

  1. NIDA [1 R01 DA14178-0, P41 RR08079]
  2. MIND Institute-Mental Illness and Neuroscience Discovery DOE [DE-FG02-99ER62764]
  3. Madrid Government [S-0505/TIC/0223]
  4. Spanish MEC [TEC2008-02473]
  5. Madrid Government-UC3M [CCGOS-UC3M/TIC-4457]

向作者/读者索取更多资源

Spatial suppression of peripheral regions (outer volume suppression) is used in MR spectroscopic imaging to reduce contamination from strong lipid and water signals. The manual placement of outer volume suppression slices requires significant operator interaction, which is time consuming and introduces variability in volume coverage. Placing a large number of outer volume saturation bands for volumetric MR spectroscopic imaging studies is particularly challenging and time consuming and becomes unmanageable as the number of suppression bands increases. In this study, a method is presented that automatically segments a high-resolution MR image in order to identify the peripheral lipid-containing regions. This method computes an optimized placement of suppression bands in three dimensions and is based on the maximization of a criterion function. This criterion function maximizes coverage of peripheral lipid-containing areas and minimizes suppression of cortical brain regions and regions outside of the head. Computer simulation demonstrates automatic placement of 16 suppression slices to form a convex hull that covers peripheral lipid-containing regions above the base of the brain. In vivo metabolite mapping obtained with short echo time proton-echo-planar spectroscopic imaging shows that the automatic method yields a placement of suppression slices that is very similar to that of a skilled human operator in terms of lipid suppression and usable brain voxels. Magn Reson Med 63:592-600, 2010. (C) 2010 Wiley-Liss, Inc.

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