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数字 3D 脑 MRI 动脉区域图谱。

Digital 3D Brain MRI Arterial Territories Atlas.

机构信息

Center for Imaging Science, Johns Hopkins University, Baltimore, MD, USA.

Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA.

出版信息

Sci Data. 2023 Feb 4;10(1):74. doi: 10.1038/s41597-022-01923-0.

Abstract

The locus and extent of brain damage in the event of vascular insult can be quantitatively established quickly and easily with vascular atlases. Although highly anticipated by clinicians and clinical researchers, no digital MRI arterial atlas is readily available for automated data analyses. We created a digital arterial territory atlas based on lesion distributions in 1,298 patients with acute stroke. The lesions were manually traced in the diffusion-weighted MRIs, binary stroke masks were mapped to a common space, probability maps of lesions were generated and the boundaries for each arterial territory was defined based on the ratio between probabilistic maps. The atlas contains the definition of four major supra- and infra-tentorial arterial territories: Anterior, Middle, Posterior Cerebral Arteries and Vertebro-Basilar, and sub-territories (thalamoperforating, lenticulostriate, basilar and cerebellar arterial territories), in two hierarchical levels. This study provides the first publicly-available, digital, 3D deformable atlas of arterial brain territories, which may serve as a valuable resource for large-scale, reproducible processing and analysis of brain MRIs of patients with stroke and other conditions.

摘要

血管损伤事件中脑损伤的部位和范围可以通过血管图谱快速、轻松地定量确定。尽管临床医生和临床研究人员对此高度期待,但目前尚无用于自动数据分析的数字 MRI 动脉图谱。我们基于 1298 名急性脑卒中患者的病灶分布创建了一个数字动脉区域图谱。在弥散加权 MRI 中手动追踪病灶,将二进制脑卒中掩模映射到共同空间,生成病灶概率图,并根据概率图之间的比值定义每个动脉区域的边界。该图谱包含四大幕上和幕下动脉区域的定义:前、中、后大脑动脉和椎基底动脉,以及亚区(穿通动脉、纹状体动脉、基底动脉和小脑动脉区域),分为两个层次级别。这项研究提供了首个公开的、数字的、3D 可变形的动脉脑区域图谱,可为大规模、可重复的脑卒中患者和其他疾病的脑部 MRI 处理和分析提供有价值的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8832/9899211/57d393a341c9/41597_2022_1923_Fig1_HTML.jpg

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