Accurate High-speed 3D-Registration of EPI vNavs for Head Motion Correction.

Yingzhuo Zhang, Iman Aganj, André J W van der Kouwe, Matthew Dylan Tisdall
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Abstract

Low-resolution, whole-head volumes can be acquired rapidly with EPI-based volumetric navigators (vNavs). vNavs interspersed in a longer scan are widely used for prospective motion correction in a variety of sequences. To further improve the accuracy and flexibility of vNavs, we present a novel registration algorithm, tailored specifically for the vNavs application. Accuracy of the algorithm is tested on navigator volumes acquired with human volunteers at three isotropic resolutions, 6.4mm, 8mm, and 10mm, using a series of field of view (FOV) rotations and translations to provide ground truth rigid "motion".

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用于头部运动校正的 EPI vNavs 的精确高速 3D 注册。
基于 EPI 的容积导航器(vNavs)可快速获取低分辨率的全头部容积。在各种序列中,穿插在长扫描中的 vNavs 被广泛用于前瞻性运动校正。为了进一步提高 vNavs 的准确性和灵活性,我们提出了一种专为 vNavs 应用定制的新型配准算法。我们使用一系列视场(FOV)旋转和平移来提供地面真实的刚性 "运动",并在人体志愿者在 6.4 毫米、8 毫米和 10 毫米三种各向同性分辨率下获取的导航仪体积上测试了该算法的准确性。
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