巴西人用Micro-CT从乳突判断性别:判别分析和ROC曲线分析

Nitiely Arrais Kramer, Thais Torralbo Lopez-Capp, Edgard Michel-Crosato, Maria Gabriela Haye Biazevic
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引用次数: 9

摘要

本研究旨在利用x射线显微断层摄影图像分析乳突的形态计量变量,用于性别估计。该样本由60个干燥头骨的显微断层扫描图像组成。采用了三种测量方法:星形-比例、乳突-比例和星形-乳突-比例。三角形面积的计算采用两种方法:myVGL2.2 + Heron公式(M1)和myVGL2.2 + Adobe Photoshop CS6 (M2)。计算右侧面积(RA)和左侧面积(LA),其总和称为总面积(TA)。描述性分析M1和M2的性别差异有统计学意义(p < 0.05)。单因素判别分析表明,M1和M2的性别分类正确率分别为75 ~ 80%和71.7 ~ 73.3%。多变量判别分析显示分类百分比降低。ROC曲线分析显示M1比M2效果更好。使用M1的最佳变量是TA,其性别估计准确率为81.45%。根据ROC曲线分析结果,编制参考表用于巴西个体的性别估计。总之,乳突在巴西颅骨中具有良好的性别二态性,可以被认为是颅骨破碎病例中预测性别的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sex estimation from the mastoid process using Micro-CT among Brazilians: Discriminant analysis and ROC curve analysis

The present study aimed to analyze morphometric variables of the mastoid process using X-ray microtomography images for sex estimation. The sample was composed of 60 microtomography images from dried skulls. Three measurements were applied: asterion-porion, mastoideale-porion and asterion-mastoideale. The area of the triangle was calculated by two methodologies: software myVGL2.2 + Heron's formula (M1) and software myVGL2.2 + Adobe Photoshop CS6 (M2). The right area (RA) and left area (LA) were calculated, and the sum of them was considered the total area (TA). Descriptive analysis of M1 and M2 showed statistically significant differences between sex (p < 0.05). The univariate discriminant analysis showed an overall percentage of correct classification of sex varying between 75–80% for M1 and 71.7–73.3% for M2. The multivariate discriminant analysis demonstrated reduced classification percentages. The ROC curve analysis showed better results for M1 compared to M2. The best variable using M1 was the TA, with an 81.45% accurate sex estimation. Based on the ROC curve analysis results, a reference table was developed to be applied for the sex estimation of Brazilian individuals. In conclusion, the mastoid process has good sexual dimorphism in Brazilian skulls and can be considered a tool for predicting sex in cases of fragmented craniums.

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来源期刊
Journal of Forensic Radiology and Imaging
Journal of Forensic Radiology and Imaging RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
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1.70
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