Sex estimation from mandibular morphometry using discriminant analysis–CT scan based retrospective study

IF 0.8 Q4 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Forensic Imaging Pub Date : 2024-07-05 DOI:10.1016/j.fri.2024.200603
Vasanth Lenin , Siddhartha Das , Sunitha V․C․ , Sachit Ganapathy , Prachi Parinita Sahoo
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Abstract

It is well known that skeletal characteristics vary among different populations. Sex dimorphic characteristics of the mandible have been reported from studies using either mandible bone or computer tomography (CT) scan images of the mandible to test its efficacy in estimating sex. Mandibular studies for estimating sex in any particular population group may not hold well for different populations owing to inherent geographical variations. With this background, we assessed the validity of mandible measurements from CT scan images to determine sex in the South Indian population. As a part of our study, 11 metric parameters and 1 angular parameter were measured and analyzed. The mean values of all the parameters were significantly higher for males as compared to females. Bigonial breadth indicated the best discriminatory ability of the study. Mandibular angle had the least predictive accuracy among all the discriminant functions studied. We further observed that a combination of parameters gave the best overall classification rate (92.3 %). When the same functions were tested on an independent testing data set, a combination of parameters and bigonial breadth gave the best classification rate (82.1 %) which was consistent. We concluded that the mandible has a high accuracy for sex estimation. All the parameters studied demonstrated statistically significant differences between the two sexes except the mandibular angle.

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利用判别分析从下颌骨形态估计性别--基于 CT 扫描的回顾性研究
众所周知,不同人群的骨骼特征各不相同。有研究报告称,下颌骨的性别二形特征是利用下颌骨或下颌骨计算机断层扫描(CT)图像来测试其在估计性别方面的有效性。由于固有的地域差异,用于估计特定人群性别的下颌骨研究可能不适用于不同人群。在此背景下,我们评估了通过 CT 扫描图像测量下颌骨来确定南印度人群性别的有效性。作为研究的一部分,我们测量并分析了 11 个度量参数和 1 个角度参数。男性所有参数的平均值都明显高于女性。大牙面宽显示了该研究的最佳判别能力。在所有研究的判别函数中,下颌角的预测准确性最低。我们进一步观察到,参数组合的总体分类率最高(92.3%)。在一个独立的测试数据集上测试相同的函数时,参数和大颚宽度的组合给出了最佳的分类率(82.1%),这是一致的。我们的结论是,下颌骨在性别估计方面具有很高的准确性。除下颌角外,所研究的所有参数在统计学上都显示出两种性别之间的显著差异。
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来源期刊
Forensic Imaging
Forensic Imaging RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING-
CiteScore
2.20
自引率
27.30%
发文量
39
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