Topological Fragmentation Of Medical 3d Surface Mesh Models For Multi-Hierarchy Anatomical Classification

INTERNATIONAL JOURNAL OF ELECTRONICS AND TELECOMMUNICATIONS(2015)

引用 0|浏览3
暂无评分
摘要
High resolution 3D mesh representations of patient anatomy with appendant functional classification are of high importance in the field of clinical education and therapy planning. Thereby, classification is not always possible directly from patient morphology, thus necessitating tool support. In this work a hierarchical mesh data model for multi-hierarchy anatomical classification is introduced, allowing labeling of a patient model according to various medical taxonomies. The classification regions are thereby specified utilizing a spline representation to be placed and deformed by a medical expert at low effort. Furthermore, application of randomized dilation allows conversion of the specified regions on the surface into fragmented and closed sub-meshes, comprising the entire anatomical structure. As proof of concept, the semi-automated classification method is implemented for VTK library and visualization of the multihierarchy anatomical model is validated with OpenGL, successfully extracting sub-meshes of the brain lobes and preparing classification regions according to Brodmann area taxonomy.
更多
查看译文
关键词
3D surface mesh, functional classification in medicine, multi-hierarchy classification, levels of detail, spline-based surface selection
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要