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用于外科应用的多模态数据集的交互式可视化和分析。

Interactive visualization and analysis of multimodal datasets for surgical applications.

机构信息

Department of Computer Science, The George Washington University, Washington, DC, USA.

出版信息

J Digit Imaging. 2012 Dec;25(6):792-801. doi: 10.1007/s10278-012-9461-y.

Abstract

Surgeons use information from multiple sources when making surgical decisions. These include volumetric datasets (such as CT, PET, MRI, and their variants), 2D datasets (such as endoscopic videos), and vector-valued datasets (such as computer simulations). Presenting all the information to the user in an effective manner is a challenging problem. In this paper, we present a visualization approach that displays the information from various sources in a single coherent view. The system allows the user to explore and manipulate volumetric datasets, display analysis of dataset values in local regions, combine 2D and 3D imaging modalities and display results of vector-based computer simulations. Several interaction methods are discussed: in addition to traditional interfaces including mouse and trackers, gesture-based natural interaction methods are shown to control these visualizations with real-time performance. An example of a medical application (medialization laryngoplasty) is presented to demonstrate how the combination of different modalities can be used in a surgical setting with our approach.

摘要

外科医生在做出手术决策时会使用来自多个来源的信息。这些信息包括体数据集(如 CT、PET、MRI 及其变体)、二维数据集(如内窥镜视频)和向量值数据集(如计算机模拟)。以有效的方式向用户呈现所有信息是一个具有挑战性的问题。在本文中,我们提出了一种可视化方法,可在单个连贯视图中显示来自各种来源的信息。该系统允许用户探索和操作体数据集,显示局部区域的数据集值分析,组合二维和三维成像方式,并显示基于向量的计算机模拟的结果。讨论了几种交互方法:除了包括鼠标和跟踪器在内的传统接口外,还展示了基于手势的自然交互方法,以便使用实时性能来控制这些可视化效果。本文还提供了一个医学应用(声带成形术)的示例,以展示如何在手术环境中使用我们的方法组合不同的模态。

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