We report further advances on ultrahigh-resolution 1H-MRSI without water suppression to enable rapid simultaneous acquisition of brain metabolites, myelin water fractions (MWF) and tissue susceptibility in high spatial resolution. Building on the SPICE (SPectroscopic Imaging by exploiting spatiospectral CorrElation) subspace imaging framework, we extend the SPICE data acquisition scheme with several novel features, including the use of ultrashort-TE (~1.6 ms), very-short-TR (~160 ms), and variable density sampling of (k, t)-space. We reconstruct the spatial distributions of brain metabolites, MWF, and tissue susceptibility using model-based reconstruction methods that incorporate learned spatiospectral features. Experimental results have been obtained which demonstrate that in a single 5-min scan, we can obtain metabolites in a nominal resolution of 2.0×2.4×3.0 mm3 and QSM/MWF in a nominal resolution of 1.8×1.8×1.8 mm3.
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