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A Sketch-Based Interface for Annotation of 3D Brain Vascular Reconstructions

机译:基于草图的三维脑血管重建注释界面

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摘要

Within the medical imaging community, 3D models of anatomical structures are now widely used in order to establish more accurate diagnoses than those based on 2D images. Many research works focus on an automatic process to build such 3D models. However automatic reconstruction induces many artifacts if the anatomical structure exhibits tortuous and thin parts (such as vascular networks) and the correction of these artifacts involves 3D-modeling skills and times that radiologists do not have. This article presents a semi-automatic approach to build a correct topology of vascular networks from 3D medical images. The user interface is based on sketching; user strokes both defines a command and the part of geometry where the command is applied to. Moreover the user-gesture speed is taken into account to adjust the command: a slow and precise gesture will correct a local part of the topology while a fast gesture will correct a larger part of the topology. Our system relies on an automatic segmentation that provides a initial guess that the user can interactively modify using the proposed set of commands. This allows to correct the anatomical aberrations or ambiguities that appear on the segmented model in a few strokes.
机译:在医学成像界内部,与基于2D图像的诊断相比,现在已广泛使用3D解剖结构模型来建立更准确的诊断。许多研究工作都集中在构建此类3D模型的自动过程上。但是,如果解剖结构显示出弯曲且薄弱的部分(例如血管网络),则自动重建会引发许多伪影,并且对这些伪影的校正涉及3D建模技能和放射科医生所没有的时间。本文提出了一种从3D医学图像构建正确的血管网络拓扑的半自动方法。用户界面基于草绘;用户笔划既定义了命令,也定义了命令所应用到的几何部分。此外,考虑了用户手势速度来调整命令:缓慢而精确的手势将校正拓扑的局部,而快速手势将校正拓扑的较大部分。我们的系统依赖于自动分段,该分段提供了一个初步的猜测,即用户可以使用建议的一组命令进行交互式修改。这允许纠正在几个笔划中出现在分割模型上的解剖像差或歧义。

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