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使用计算机断层扫描数据进行三维分割:新工具与进展

Three-dimensional segmentation of computed tomography data using : new tools and developments.

作者信息

Hu Yuzhi, Limaye Ajay, Lu Jing

机构信息

Department of Applied Mathematics, Research School of Physics, Australian National University, Canberra, ACT 2601, Australia.

Research School of Earth Sciences, Australian National University, Canberra, ACT 2601, Australia.

出版信息

R Soc Open Sci. 2020 Dec 16;7(12):201033. doi: 10.1098/rsos.201033. eCollection 2020 Dec.

Abstract

Computed tomography (CT) has become very widely used in scientific and medical research and industry for its non-destructive and high-resolution means of detecting internal structure. Three-dimensional segmentation of computed tomography data sheds light on internal features of target objects. Three-dimensional segmentation of CT data is supported by various well-established software programs, but the powerful functionalities and capabilities of open-source software have not been fully revealed. Here, we present a new release of the open-source volume exploration, rendering and three-dimensional segmentation software, v. 2.7. We introduce a new tool for thresholding volume data (i.e. gradient thresholding) and a protocol for performing three-dimensional segmentation using the 3D Freeform Painter tool. These new tools and workflow enable more accurate and precise digital reconstruction, three-dimensional modelling and three-dimensional printing results. We use scan data of a fossil fish as a case study, but our procedure is widely applicable in biological, medical and industrial research.

摘要

计算机断层扫描(CT)因其无损且高分辨率的内部结构检测手段,已在科学、医学研究及工业领域得到广泛应用。计算机断层扫描数据的三维分割有助于揭示目标物体的内部特征。多种成熟的软件程序支持CT数据的三维分割,但开源软件的强大功能尚未得到充分展现。在此,我们发布了开源的体数据探索、渲染及三维分割软件的新版本,即v. 2.7。我们引入了一种用于体数据阈值处理的新工具(即梯度阈值处理)以及一种使用3D自由形式绘制工具进行三维分割的协议。这些新工具和工作流程能够实现更准确、精确的数字重建、三维建模及三维打印结果。我们以一条化石鱼的扫描数据为例进行研究,但我们的方法广泛适用于生物、医学及工业研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81fa/7813226/65e1f47d49d0/rsos201033-g1.jpg

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