Accelerated Simultaneous T(2) and T(2)* Mapping of Multiple Sclerosis Lesions Using Compressed Sensing Reconstruction of Radial RARE-EPI MRI

利用径向RARE-EPI MRI的压缩感知重建技术加速多发性硬化病灶的T2和T2*同步映射

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Abstract

(1) Background: Radial RARE-EPI MRI facilitates simultaneous T(2) and T(2)* mapping (2in1-RARE-EPI). With modest undersampling (R = 2), the speed gain of 2in1-RARE-EPI relative to Multi-Spin-Echo and Multi-Gradient-Recalled-Echo references is limited. Further reduction in scan time is crucial for clinical studies investigating T(2) and T(2)* as imaging biomarkers. We demonstrate the feasibility of further acceleration, utilizing compressed sensing (CS) reconstruction of highly undersampled 2in1-RARE-EPI. (2) Methods: Two-fold radially-undersampled 2in1-RARE-EPI data from phantoms, healthy volunteers (n = 3), and multiple sclerosis patients (n = 4) were used as references, and undersampled (R(extra) = 1-12, effective undersampling R(eff) = 2-24). For each echo time, images were reconstructed using CS-reconstruction. For T(2) (RARE module) and T(2)* mapping (EPI module), a linear least-square fit was applied to the images. T(2) and T(2)* from CS-reconstruction of undersampled data were benchmarked against values from CS-reconstruction of the reference data. (3) Results: We demonstrate accelerated simultaneous T(2) and T(2)* mapping using undersampled 2in1-RARE-EPI with CS-reconstruction is feasible. For R(extra) = 6 (TA = 01:39 min), the overall MAPE was ≤8% (T(2)*) and ≤4% (T(2)); for R(extra) = 12 (TA = 01:06 min), the overall MAPE was <13% (T(2)*) and <5% (T(2)). (4) Conclusion: Substantial reductions in scan time are achievable for simultaneous T(2) and T(2)* mapping of the brain using highly undersampled 2in1-RARE-EPI with CS-reconstruction.

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