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Landmark precision and reliability and accuracy of linear distances estimated by using 3D computed micro-tomography and the open-source TINA Manual Landmarking Tool software

机译:使用3D计算机显微断层扫描和开源TINA手动地标工具软件估算的地标精度和线性距离的可靠性和准确性

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Introduction The wider availability of non-destructive and high-resolution methods, such as micro-computed tomography (micro-CT), has prompted its use in anatomical and morphometric studies. Yet, because of the actual scanning procedure and the processing of CT data by software that renders 3D surfaces or volumes, systematic errors might be introduced in placing landmarks as well as in estimating linear distances. Here we assess landmark precision and measurement reliability and accuracy of using micro-CT images of toad skulls and the TINA Manual Landmarking Tool software to place 20 landmarks and extract 24 linear distances. Landmark precision and linear distances calculated from 3D images were compared to the same landmarks and distances obtained with a 3D digitizer in the same skulls. We also compared landmarks and linear distances in 3D images of the same individuals scanned with distinct filters, since we detected variation in bone thickness or density among the individuals used. Results We show that landmark precision is higher for micro-CT than for the 3D digitizer. Distance reliability was very high within-methods, but decreased in 20 % when 3D digitizer and micro-CT data were joined together. Still, we did not find any systematic bias in estimating linear distances with the micro-CT data and the between-methods errors were similar for all distances (around 0.25 mm). Absolute errors correspond to about 6.5 % of the distance’s means for micro-CT resolutions and 3D digitizer comparisons, and to 3 % for the filter type analysis. Conclusions We conclude that using micro-CT data for morphometric analysis results in acceptable landmark precision and similar estimates of most linear distances compared to 3D digitizer, although some distances are more prone to discrepancies between-methods. Yet, caution in relation to the scale of the measurements needs to be taken, since the proportional between-method error is higher for smaller distances. Scanning with distinct filters does not introduce a high level of error and is recommended when individuals differ in bone density.
机译:引言无损和高分辨率方法(如微型计算机断层扫描(micro-CT))的广泛应用促使其在解剖学和形态计量学研究中得到应用。但是,由于实际的扫描过程和渲染3D曲面或体积的软件对CT数据的处理,在放置界标以及估计线性距离时可能会引入系统误差。在这里,我们使用蟾蜍头骨的微型CT图像和TINA手动地标工具软件来放置20个地标并提取24个线性距离,从而评估地标精度以及测量的可靠性和准确性。从3D图像计算出的地标精度和线性距离与在相同头骨中使用3D数字化仪获得的相同地标和距离进行了比较。我们还比较了使用不同滤镜扫描的同一个人的3D图像中的界标和线性距离,因为我们检测到所使用的个体之间的骨厚度或密度存在差异。结果我们显示,与3D数字化仪相比,微型CT的界标精度更高。方法内的距离可靠性非常高,但是当3D数字化仪和micro-CT数据结合在一起时,距离可靠性降低了20%。但是,在使用微CT数据估算线性距离时,我们并未发现任何系统性偏差,并且对于所有距离(约0.25 mm),方法间误差均相似。对于微型CT分辨率和3D数字化仪比较,绝对误差约占距离平均值的6.5%,对于滤波器类型分析而言,绝对误差约为3%。结论我们得出的结论是,与3D数字化仪相比,使用微CT数据进行形态计量分析可获得可接受的界标精度,并且对大多数线性距离的估算结果相似,尽管某些距离更容易出现方法间的差异。然而,由于在较小的距离上方法间的比例误差较高,因此需要注意测量范围。使用不同的过滤器进行扫描不会引起很高的错误率,因此建议在个体的骨密度不同时进行扫描。

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