An open-source solution for shape modeling and analysis of objects of challenging topologies.
An open-source solution for shape modeling and analysis of objects of challenging topologies.
复制标题
用于形状建模和分析具有挑战性拓扑的对象的开源解决方案。
DOI：
10.1117/12.2579716
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发表时间：
2021
期刊：
影响因子：
--
通讯作者：
Paniagua,Beatriz
中科院分区：
文献类型：
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作者：
Vicory,Jared;Allemang,David;Zukic,Dzenan;Prothero,Jack;McCormick,Matthew;Paniagua,Beatriz
形状分析是一个重要的和强大的工具，在各种各样的医疗应用。许多形状分析技术要求形状表示是一致的。不幸的是，用于生成形状表示的流行技术不能很好地处理具有复杂几何形状或拓扑结构的对象，并且那些能够很好地处理复杂几何形状或拓扑结构的对象通常不容易为非专家用户所用。我们描述了一种方法，用于使用给定的模板生成对象的人口之间的对应关系。我们还通过SlicerSALT描述了它的实现和分发，SlicerSALT是一个开源平台，用于使强大的形状分析技术更广泛地可用和可用。最后，我们展示了小鼠股骨数据的实现结果。
Shape analysis is an important and powerful tool in a wide variety of medical applications. Many shape analysis techniques require shape representations which are in correspondence. Unfortunately, popular techniques for generating shape representations do not handle objects with complex geometry or topology well, and those that do are not typically readily available for non-expert users. We describe a method for generating correspondences across a population of objects using a given template. We also describe its implementation and distribution via SlicerSALT, an open-source platform for making powerful shape analysis techniques more widely available and usable. Finally, we show results of this implementation on mouse femur data.