基于3D-MRI分割和四面体网格构建的儿童头部真实模型

J. Burguet, N. Gadi, I. Bloch
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引用次数: 23

摘要

为了分析儿童对射频场特别是手机的敏感性,应基于头部的数值模型计算SAR(比吸收比),其定义为单位质量组织吸收的功率(W/kg)。我们建议利用3D-MRI技术建立儿童头部的真实模型。该方法分为两个步骤。第一种方法是分割这些图像中的主要组织(皮肤、脂肪、肌肉、皮质和骨髓、脑脊液、灰质和白质、血液等)。分割基于数学形态学方法,该方法很好地适应了这一目标,并提供了一种鲁棒性和自动化的方法,需要最少的用户干预。第二步使用简化的分割图像进行四面体网格生成。我们的方法使用几乎规则的网格和拓扑工具来保持头部组织的拓扑排列。还提供了一种保证良好几何质量的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Realistic models of children heads from 3D-MRI segmentation and tetrahedral mesh construction
In order to analyze the sensitivity of children to RF fields and mobile phones in particular, the SAR (specific absorption ratio) defined as the power absorbed by a unit of mass of tissues (W/kg) should be computed based on a numerical model of the head. We propose to build realistic models from 3D-MRI of children heads. The method is composed of two steps. The first one consists in segmenting the main tissues in these images (skin, fat, muscles, cortical and marrow bones, cerebrospinal fluid, grey and white matter, blood, etc.). The segmentation is based on mathematical morphology methods which are well adapted to this aim and provide a robust and automatic method requiring minimum user intervention. Using simplified segmented images, the second step concerns the tetrahedral mesh generation. Our method uses almost regular meshes and topological tools to preserve the topological arrangement of the head tissues. A method to guarantee a good geometrical quality is also provided.
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