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A novel algorithm for a precise analysis of subchondral bone alterations

机译:一种精确分析软骨下骨改变的新算法

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摘要

Subchondral bone alterations are emerging as considerable clinical problems associated with articular cartilage repair. Their analysis exposes a pattern of variable changes, including intra-lesional osteophytes, residual microfracture holes, peri-hole bone resorption, and subchondral bone cysts. A precise distinction between them is becoming increasingly important. Here, we present a tailored algorithm based on continuous data to analyse subchondral bone changes using micro-CT images, allowing for a clear definition of each entity. We evaluated this algorithm using data sets originating from two large animal models of osteochondral repair. Intra-lesional osteophytes were detected in 3 of 10 defects in the minipig and in 4 of 5 defects in the sheep model. Peri-hole bone resorption was found in 22 of 30 microfracture holes in the minipig and in 17 of 30 microfracture holes in the sheep model. Subchondral bone cysts appeared in 1 microfracture hole in the minipig and in 5 microfracture holes in the sheep model (n = 30 holes each). Calculation of inter-rater agreement (90% agreement) and Cohen’s kappa (kappa = 0.874) revealed that the novel algorithm is highly reliable, reproducible, and valid. Comparison analysis with the best existing semi-quantitative evaluation method was also performed, supporting the enhanced precision of this algorithm.
机译:软骨下骨改变正在作为与关节软骨修复相关的重大临床问题出现。他们的分析揭示了变化的模式,包括病变内骨赘,残留的微骨折孔,孔周骨吸收和软骨下骨囊肿。它们之间的精确区分变得越来越重要。在这里,我们提出了一种基于连续数据的量身定制的算法,以使用微型CT图像分析软骨下骨的变化,从而可以清晰地定义每个实体。我们使用源自两个大型骨软骨修复动物模型的数据集评估了该算法。在小型猪的10个缺陷中有3个在绵羊模型中检测到了病灶内骨赘,在5个缺陷中有4个检测到了病灶内的骨赘。在小型猪的30个微裂孔中有22个发现了孔周围骨吸收,在绵羊模型中的30个微裂孔中有17个发现了孔周骨吸收。软骨下骨囊肿出现在小型猪的1个微裂孔和绵羊模型的5个微裂孔中(每个n = 30个孔)。通过计算评估者之间的一致性(一致性为90%)和Cohen的kappa(kappa = 0.874),该新算法具有高度的可靠性,可重复性和有效性。还使用现有最佳的半定量评估方法进行了比较分析,从而支持了该算法的更高精度。

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