0337
High Resolution Volumetric Diffusion-Weighted MRSI Using A Subspace Approach
Zepeng Wang1,2 and Fan Lam1,2
1Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, IL, United States, 2Beckman Institute for Advanced Science and Technology, Urbana, IL, United States
We propose a novel method to achieve fast high-resolution 3D DW-MRSI. In vivo experimental results have been obtained, which demonstrated that the proposed method can provide high-SNR DW-MRSI of the brain and metabolite-specific ADC maps with the highest ever resolution (3.4×3.4×5.3 mm3).
Figure 5. Estimated metabolite ADC maps from the 64x64x12 data at a nominal resolution of 3.4×3.4×5.3 mm3. Row 1 shows the T1-weighted images for several slices from the 3D imaging volume. Rows 2-4 display the ADC maps of NAA, Cr, and Cho (from Gdir1) for the corresponding slices, respectively. Patterns of white matter and gray matter diffusion property differences (white matter having larger metabolite ADCs than gray matter) can be visualized due to the high resolution. To the best of our knowledge, these are the highest resolution metabolite ADC maps ever produced.
Figure 4. Reconstructed DW metabolite and MD maps from the 32x32x8 data. Columns 1-3 present the metabolite maps at 3 b-values from Gdir1. Column 4 shows the MD maps of the matched slice for NAA, Cr, and Cho respectively (Rows 1-3). The MD maps are generated by averaging the registered ADC maps fitted from 3 orthogonal diffusion encoding directions and then overlaid on aligned anatomical images. DW contrast can be observed and the ranges and values of the MD for each metabolite are consistent with reported values7-9,17.