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Binary Logistic Regression Analysis of Foramen Magnum Dimensions for Sex Determination

机译:大孔尺寸的二元Logistic回归分析用于性别确定

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摘要

Purpose. The structural integrity of foramen magnum is usually preserved in fire accidents and explosions due to its resistant nature and secluded anatomical position and this study attempts to determine its sexing potential. Methods. The sagittal and transverse diameters and area of foramen magnum of seventy-two skulls (41 male and 31 female) from south Indian population were measured. The analysis was done using Student's t-test, linear correlation, histogram, Q-Q plot, and Binary Logistic Regression (BLR) to obtain a model for sex determination. The predicted probabilities of BLR were analysed using Receiver Operating Characteristic (ROC) curve. Result. BLR analysis and ROC curve revealed that the predictability of the dimensions in sexing the crania was 69.6% for sagittal diameter, 66.4% for transverse diameter, and 70.3% for area of foramen. Conclusion. The sexual dimorphism of foramen magnum dimensions is established. However, due to considerable overlapping of male and female values, it is unwise to singularly rely on the foramen measurements. However, considering the high sex predictability percentage of its dimensions in the present study and the studies preceding it, the foramen measurements can be used to supplement other sexing evidence available so as to precisely ascertain the sex of the skeleton.
机译:目的。大孔的结构完整性通常由于其抗性和隐蔽的解剖位置而在火灾和爆炸中得以保留,本研究试图确定其性别潜力。方法。测量了来自南印度种群的72个头骨(男41例,女31例)的矢状,横径和大孔的面积。使用学生t检验,线性相关性,直方图,Q-Q图和二元对数回归(BLR)进行分析,以获得性别确定模型。使用接收器工作特性(ROC)曲线分析了BLR的预测概率。结果。 BLR分析和ROC曲线显示,对the骨进行性别划分的尺寸可预测性为矢状径为69.6%,横径为66.4%,孔眼面积为70.3%。结论。建立了孔大瓶尺寸的有性二态性。然而,由于男性和女性的价值观有相当大的重叠,单靠孔测量是不明智的。但是,考虑到本研究及其之前的研究中其尺寸的高性别可预测性百分比,可以将孔眼测量值用于补充其他可用的性别证据,从而精确确定骨骼的性别。

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