4D MRI数据显示心脏和主动脉血流

Silvia Born, M. Markl, M. Gutberlet, G. Scheuermann
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引用次数: 33

摘要

在过去的几年里,说明性方法已经在流可视化中找到了自己的方式,因为它们以一种可理解的方式传达了难以理解的信息。这是非常有益的,特别是在那些受众不一定具有流专业知识的领域。其中一个领域是医学领域,其中4D MR成像(用于体内3D血流测量)的发展导致对易于流动分析技术的需求增加。目标和挑战是将数据转换为简单的可视化,以支持医生进行流解释和决策。在这项工作中,我们朝着这个目标迈出了一步。我们提出了一种在心脏和主动脉的四维MRI数据中发生的稳定血流特征的说明性可视化方法。与手工创建的插图一样,我们将可视化限制在主要数据特征上,而不描述每个流程细节。我们的方法的输入是在线谓词的帮助下从数据集的完整流线集合中提取的流特征。我们通过选择一组反映最重要流方面的束表示来创建这些行束的抽象描述。这些线呈现为三维箭头,在它们表示相同流的区域融合在一起。由于漩涡是医生的另一个重要的流动信息,我们在4D MRI数据中识别这些区域,并将其显示为不显眼的管状结构。孵化纹理提供了旋转血流的视觉效果。通过将我们的演示技术应用于几个4D MRI数据集的不同流结构,我们证明了抽象可视化有助于更容易地了解数据。医学专家的反馈证实了我们工作的有效性,同时也揭示了我们工作的局限性。图像被限制在基本的流特征,因此,更清晰,更少混乱。我们的方法有很大的潜力,提供了许多可能的应用,例如,在比较可视化和医疗领域之外。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Illustrative visualization of cardiac and aortic blood flow from 4D MRI data
In the last years, illustrative methods have found their way into flow visualization since they communicate difficult information in a comprehensible way. This is of great benefit especially in domains where the audience does not necessarily have flow expertise. One such domain is the medical field where the development of 4D MR imaging (for in-vivo 3D blood flow measurement) lead to an increased demand for easy flow analysis techniques. The goal and the challenge is to transfer the data into simple visualizations supporting the physician with flow interpretation and decision making. In this work, we take one step towards this goal. We present an approach for the illustrative visualization of steady flow features occurring in 4D MRI data of heart and aorta. Like shown in manually created illustrations, we restrict our visualization to the main data characteristics and do not depict every flow detail. The input for our method are flow features extracted from a dataset's complete set of streamlines with the help of line predicates. We create an abstract depiction of these line bundles by selecting a set of bundle representatives reflecting the most important flow aspects. These lines are rendered as three-dimensional arrows that are fused in areas where they represent the same flow. Since vortices are another important flow information for a physician, we identify these regions in the 4D MRI data and display them as unobtrusive, tube-like structures. A hatching texture provides for a visual effect of rotational blood flow. By applying our illustration technique to diverse flow structures of several 4D MRI datasets, we demonstrate that the abstract visualization is useful to gain an easier insight into the data. Feedback of medical experts confirmed the usefulness and revealed limitations of our work. The images are restricted to the essential flow features and, therefore, clearer and less cluttered. Our method has great potential and offers many possible applications, e.g., in comparative visualization and also beyond the medical domain.
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