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A quantitative morphological analysis of three-dimensional CT coxal bone images of contemporary Japanese using homologous models for sex and age estimation

机译:用同源模型对性爱和年龄估计的现代日语三维CT CT CT骨骨图像的定量形态学分析

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摘要

Sexual dimorphisms and age-dependent morphological features of the human coxal bone were quantitatively analyzed using homologous models created from three-dimensional (3D) computed tomography images of the pelvis (male: 514 samples, female: 388 samples, age 16-100). Bilateral average coxal images of each sex and age decade were generated separately through principle component analyses (PCA). By measuring average point-topoint distances of 8472 corresponding points (average corresponding point differences [ACPDs]) between each homologous coxal image and the average images, the sex of more than 93% of the samples was correctly assigned. Some principal components (PCs) detected in PCA of the homologous models of the samples correlated fairly well with age and are affected by features of the curvature of the iliac crest, the arcuate line and the greater sciatic notch. Moreover, separate PCA using the average images of each age decade successfully detected the first PCs, which were strongly correlated with age. However, neither multiple regression analysis using PCs related to age nor comparison of ACPDs with the average images of each age decade could produce accurate results for age decade assignment of unknown (blind) samples. Therefore, more detailed analysis of age-dependent morphological features would be necessary for actual age estimation. In addition, some laterality or left and right shape difference of the coxal bone images was also elucidated, and was more significant in females. Analysis of 3D structures using homologous models and PCA appears to be a potential technique to detect subsistent morphological changes of bones.
机译:使用从骨盆(男性:514样本,女性:388个样本,年龄16-100岁)的三维(3D)计算断层扫描图像的同源模型定量分析人Coxal骨的性二甲骨的年龄依赖性形态学特征。通过原则分析(PCA)分别产生每种性别和年龄十年的双侧平均植物图像。通过测量每个同源Coxal图像和平均图像之间的8472对应点的平均点跳距(平均对应点[ACPDS]),正确分配了超过93%的样品的性别。在样品的同源模型的PCA中检测到的一些主要成分(PCS)与年龄相当好,并且受髂嵴曲率的特征的影响,弧形线和较大的坐骨凹口。此外,使用每个年龄十年的平均图像单独的PCA成功地检测到第一台PC,这与年龄强烈相关。然而,没有使用与年龄相关的PC的多元回归分析,也不比较ACPDS与每个年龄十年的平均图像可以为年龄十年的年龄分配产生准确的结果,未知(盲)样本。因此,对于实际年龄估计,对年龄依赖性形态特征的更详细分析是必要的。此外,还阐明了Coxal骨图像的一些横向或左形状差异,并且在女性中更显着。使用同源模型和PCA的3D结构分析似乎是检测骨骼生存的形态变化的潜在技术。

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