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Reproducibility of myelin water fraction analysis: a comparison of region of interest and voxel-based analysis methods
Authors:Sandra M Meyers  Cornelia Laule  Irene M Vavasour  Shannon H Kolind  Burkhard Mädler  Roger Tam  Anthony L Traboulsee  Jimmy Lee  David KB Li  Alex L MacKay
Institution:1. Department of Physics, University of Alberta, Edmonton, Canada T6G 2G7;2. Department of Radiology, University of British Columbia, Vancouver, Canada V6T 2B5;3. Department of Physics & Astronomy, University of British Columbia, Vancouver, Canada V6T 1Z1;4. Philips Healthcare, Vancouver, Canada V6T 2B5;5. Department of Medicine, University of British Columbia, Vancouver, Canada V6T 2B5
Abstract:This study compared region of interest (ROI) and voxel-based analysis (VBA) methods to determine the optimal method of myelin water fraction (MWF) analysis. Twenty healthy controls were scanned twice using a multi-echo T2 relaxation sequence and ROIs were drawn in white and grey matter. MWF was defined as the fractional signal from 15 to 40 ms in the T2 distribution. For ROI analysis, the mean intensity of voxels within an ROI was fit using non-negative least squares. For VBA, MWF was obtained for each voxel and the mean and median values within an ROI were calculated. There was a slightly higher correlation between Scan 1 and 2 for the VBA method (R2=0.98) relative to the ROI method (R2=0.95), and the VBA mean square difference between scans was 300% lower, indicating VBA was the most consistent between scans. For the VBA method, mean MWF was found to be more reproducible than median MWF. As the VBA method is more reproducible and gives more options for visualization and analysis of MWF, it is recommended over the ROI method of MWF analysis.
Keywords:Myelin water  T2 relaxation  NNLS  White matter  Voxel-based analysis
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