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An MRI derived articular cartilage visualization framework.

机译:MRI衍生的关节软骨可视化框架。

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OBJECTIVE: We present a multi-dimensional framework for the visualization of femoral articular cartilage. The framework comprises methods for visualizing and quantifying changes in cartilage thickness and surface morphology derived from MRI based cartilage segmentation. Adequate visualization of cartilage allows accurate and clinically meaningful assessment of cartilage surface morphology and thickness. In current practice the routine use of conventional 2D MR images provides limited qualitative information and is inconvenient because the imaged volume has to be reviewed slice by slice. METHOD: A Graphical User Interface (GUI) that encapsulates the framework described above was developed. In the first stage of the analysis MR images of the knee are segmented to delineate cartilage boundaries. Cartilage thicknesses are subsequently measured. The detected points and corresponding thickness data are utilized to produce a visualization framework. RESULTS: The system was tested using data from six example patients. The spatial distribution of cartilage on the articular surface was visualized using a 3D WearMap. The 2D WearMap allowed the entire cartilage surface to be studied at once. Quantitative interaction with the 2D WearMap was assisted by the ability to ascertain cartilage surface dimensions and TrackBack from a point of interest to the original MR image. As a result, the detection of wear patterns and lesions was efficiently carried out. CONCLUSION: A means of quantitatively visualizing cartilage defects non-invasively is presented. This stands to reduce clinician reporting times, as well as allowing quantitative follow-up that facilitates osteoarthritis (OA) screening and planning/evaluating interventions.
机译:目的:我们提出了一种用于股骨关节软骨可视化的多维框架。该框架包括用于可视化和量化源自基于MRI的软骨分割的软骨厚度和表面形态变化的方法。充分的软骨可视化可以对软骨表面形态和厚度进行准确且具有临床意义的评估。在当前实践中,常规2D MR图像的常规使用提供了有限的定性信息,并且由于必须逐层检查成像体积而带来不便。方法:开发了一种封装上述框架的图形用户界面(GUI)。在分析的第一阶段,将膝盖的MR图像分割以描绘软骨边界。随后测量软骨厚度。检测到的点和相应的厚度数据被用于产生可视化框架。结果:使用来自六个示例患者的数据对系统进行了测试。使用3D WearMap可视化关节表面软骨的空间分布。 2D WearMap允许立即研究整个软骨表面。确定从关注点到原始MR图像的软骨表面尺寸和TrackBack的能力有助于与2D WearMap进行定量交互。结果,有效地进行了磨损模式和损伤的检测。结论:提出了一种非侵入性定量可视化软骨缺损的方法。这将减少临床医生的报告时间,并允许进行定量随访,以促进骨关节炎(OA)筛查和计划/评估干预措施。

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