High-Resolution Magnetic Resonance Imaging Using Compressed Sensing for Intracranial and Extracranial Arteries: Comparison with Conventional Parallel Imaging.

Korean J Radiol

Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea.

Published: March 2019

Objective: To compare conventional sensitivity encoding (SENSE) to compressed sensing plus SENSE (CS) for high-resolution magnetic resonance imaging (HR-MRI) of intracranial and extracranial arteries.

Materials And Methods: HR-MRI was performed in 14 healthy volunteers. Three-dimensional T1-weighted imaging (T1WI) and proton density-weighted imaging (PD) were acquired using CS or SENSE under the same total acceleration factors (AF)-5.5, 6.8, and 9.7 for T1WI and 3.2, 4.0, and 5.8 for PD-to achieve reduced scanning times in comparison with the original imaging sequence (SENSE T1WI, AF 3.5; SENSE PD, AF 2.0) using the 3-tesla system. Two neuroradiologists measured signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR), and used visual scoring systems to assess image quality. Acceptable imaging was defined as a visual score ≥ 2. Repeated measures analysis of variance and Cochran's Q test were performed.

Results: CS yielded better image quality and vessel delineation than SENSE in T1WI with AF of 5.5, 6.8, and 9.7, and in PD with AF of 5.8 ( < 0.05). CS T1WI with AF of 5.5 and CS PD with AF of 3.2 and 4.0 did not differ significantly from original imaging ( > 0.05). SNR and CNR in CS were higher than they were in SENSE, but lower than they were in the original images ( < 0.05). CS yielded higher proportions of acceptable imaging than SENSE (CS T1WI with AF of 6.8 and PD with AF of 5.8; < 0.0167).

Conclusion: CS is superior to SENSE, and may be a reliable acceleration method for vessel HR-MRI using AF of 5.5 for T1WI, and 3.2 and 4.0 for PD.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6389811PMC
http://dx.doi.org/10.3348/kjr.2018.0424DOI Listing

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