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A Dynamic Brain Atlas

机译:动态脑图集

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摘要

We describe a dynamic atlas that can be customized to an individual study subject in near-real-time. The atlas comprises 180 brain volumes each of which has been automatically segmented into grey matter, white matter and CSF, and also non-rigidly registered to the Montreal BrainWeb reference dataset providing automatic delineation of brain structures of interest. To create a dynamic atlas, the user loads a study dataset (eg: a patient) and queries the atlas database to identify similar subjects. All selected database subjects are then aligned with the study subject using affine registration, and average tissue probability maps and structure delineations produced. The system can run on distributed data and distributed CPUs illustrating the potential of computational grids in medical image analysis.
机译:我们描述了一种可在近期定制的动态地图集,可以在近乎实时定制。地图集包括180个脑体积,每个脑体积被自动分段为灰质,白质和CSF,并且也没有刚性地注册到蒙特利尔脑力参考数据集,提供自动描绘脑结构的脑部结构。为了创建动态图案,用户加载学习数据集(例如:患者)并查询ATLAS数据库以识别类似的主题。然后使用仿射登记与研究对象对齐所有所选数据库对象,以及产生的平均组织概率图和结构划分。系统可以在分布式数据和分布式CPU上运行,说明了医学图像分析中计算网格的电位。

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