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ADR - Anatomy-Driven Reformation

机译:ADR-解剖学驱动的改革

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摘要

Dedicated visualization methods are among the most important tools of modern computer-aided medical applications. Reformation methods such as Multiplanar Reformation or Curved Planar Reformation have evolved as useful tools that facilitate diagnostic and therapeutic work. In this paper, we present a novel approach that can be seen as a generalization of Multiplanar Reformation to curved surfaces. The main concept is to generate reformatted medical volumes driven by the individual anatomical geometry of a specific patient. This process generates flat views of anatomical structures that facilitate many tasks such as diagnosis, navigation and annotation. Our reformation framework is based on a non-linear as-rigid-as-possible volumetric deformation scheme that uses generic triangular surface meshes as input. To manage inevitable distortions during reformation, we introduce importance maps which allow controlling the error distribution and improving the overall visual quality in areas of elevated interest. Our method seamlessly integrates with well-established concepts such as the slice-based inspection of medical datasets and we believe it can improve the overall efficiency of many medical workflows. To demonstrate this, we additionally present an integrated visualization system and discuss several use cases that substantiate its benefits.
机译:专用的可视化方法是现代计算机辅助医疗应用中最重要的工具之一。诸如多平面重整或弯曲平面重整之类的重整方法已经发展成为有助于诊断和治疗工作的有用工具。在本文中,我们提出了一种新颖的方法,可以看作是对曲面的多平面重整的推广。主要概念是生成由特定患者的个体解剖结构驱动的重新格式化的医学量。此过程生成有助于完成许多任务(例如诊断,导航和注释)的解剖结构的平面图。我们的重整框架基于非线性,尽可能大的体积变形方案,该方案使用通用的三角形曲面网格作为输入。为了在重整期间处理不可避免的失真,我们引入了重要性图,可以控制误差分布并提高人们感兴趣的区域的整体视觉质量。我们的方法与已建立的概念(例如基于切片的医疗数据集检查)无缝集成,我们相信它可以提高许多医疗工作流程的整体效率。为了证明这一点,我们另外提出了一个集成的可视化系统,并讨论了证实其益处的几个用例。

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