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测量胫骨软骨厚度的不同方法比较

Comparison of Different Approaches for Measuring Tibial Cartilage Thickness.

作者信息

Maier Jennifer, Black Marianne, Bonaretti Serena, Bier Bastian, Eskofier Bjoern, Choi Jang-Hwan, Levenston Marc, Gold Garry, Fahrig Rebecca, Maier Andreas

机构信息

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出版信息

J Integr Bioinform. 2017 Jul 28;14(2):/j/jib.2017.14.issue-2/jib-2017-0015/jib-2017-0015.xml. doi: 10.1515/jib-2017-0015.

Abstract

Osteoarthritis is a degenerative disease affecting bones and cartilage especially in the human knee. In this context, cartilage thickness is an indicator for knee cartilage health. Thickness measurements are performed on medical images acquired in-vivo. Currently, there is no standard method agreed upon that defines a distance measure in articular cartilage. In this work, we present a comparison of different methods commonly used in literature. These methods are based on nearest neighbors, surface normal vectors, local thickness and potential field lines. All approaches were applied to manual segmentations of tibia and lateral and medial tibial cartilage performed by experienced raters. The underlying data were contrast agent-enhanced cone-beam C-arm CT reconstructions of one healthy subject's knee. The subject was scanned three times, once in supine position and two times in a standing weight-bearing position. A comparison of the resulting thickness maps shows similar distributions and high correlation coefficients between the approaches above 0.90. The nearest neighbor method results on average in the lowest cartilage thickness values, while the local thickness approach assigns the highest values. We showed that the different methods agree in their thickness distribution. The results will be used for a future evaluation of cartilage change under weight-bearing conditions.

摘要

骨关节炎是一种退行性疾病,尤其会影响人体膝关节的骨骼和软骨。在这种情况下,软骨厚度是膝关节软骨健康状况的一个指标。厚度测量是在活体采集的医学图像上进行的。目前,尚未达成一种统一的标准方法来定义关节软骨中的距离测量。在这项工作中,我们对文献中常用的不同方法进行了比较。这些方法基于最近邻、表面法向量、局部厚度和势场线。所有方法都应用于由经验丰富的评估者对胫骨以及外侧和内侧胫骨软骨进行的手动分割。基础数据是一名健康受试者膝关节的造影剂增强锥束C形臂CT重建图像。该受试者被扫描了三次,一次仰卧位,两次站立负重位。对所得厚度图的比较显示,上述方法之间具有相似的分布和高于0.90的高相关系数。最近邻方法平均得出的软骨厚度值最低,而局部厚度方法得出的值最高。我们表明,不同方法在厚度分布上是一致的。这些结果将用于未来对负重条件下软骨变化的评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f26/6042828/c0e55059b6f9/jib-14-20170015-g001.jpg

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