Highly accelerated submillimeter resolution 3D GRASE with controlled blurring in ‐weighted functional MRI at 7 Tesla: A feasibility study

计算机科学 信噪比(成像) 点扩散函数 混叠 图像分辨率 还原(数学) 信号(编程语言) 核磁共振 算法 物理 材料科学 数学 光学 人工智能 几何学 欠采样 程序设计语言
作者
Suhyung Park,Salvatore Torrisi,Jennifer Townsend,Alexander Beckett,David Feinberg
出处
期刊:Magnetic Resonance in Medicine [Wiley]
卷期号:85 (5): 2490-2506 被引量:16
标识
DOI:10.1002/mrm.28589
摘要

To achieve highly accelerated submillimeter resolution T2 -weighted functional MRI at 7T by developing a three-dimensional gradient and spin echo imaging (GRASE) with inner-volume selection and variable flip angles (VFA).GRASE imaging has disadvantages in that (a) k-space modulation causes T2 blurring by limiting the number of slices and (b) a VFA scheme results in partial success with substantial SNR loss. In this work, accelerated GRASE with controlled T2 blurring is developed to improve a point spread function (PSF) and temporal signal-to-noise ratio (tSNR) with a large number of slices. To this end, the VFA scheme is designed by minimizing a trade-off between SNR and blurring for functional sensitivity, and a new GRASE-optimized random encoding, which takes into account the complex signal decays of T2 and T2∗ weightings, is proposed by achieving incoherent aliasing for constrained reconstruction. Numerical and experimental studies were performed to validate the effectiveness of the proposed method over regular and VFA GRASE (R- and V-GRASE).The proposed method, while achieving 0.8 mm isotropic resolution, functional MRI compared to R- and V-GRASE improves the spatial extent of the excited volume up to 36 slices with 52%-68% full width at half maximum (FWHM) reduction in PSF but approximately 2- to 3-fold mean tSNR improvement, thus resulting in higher BOLD activations.We successfully demonstrated the feasibility of the proposed method in T2 -weighted functional MRI. The proposed method is especially promising for cortical layer-specific functional MRI.

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