对长骨线性差异分析与对现代意大利骨遗骸性别估计的形态镜盆腔方法进行人口特异性验证
Siam Knecht1, Paolo Morandini2, Lucie Biehler-Gomez2
1Aix Marseille Univ, CNRS, EFS, ADES, Marseille, France.
Journal of forensic sciences
|February 28, 2026
概括
使用长骨进行法医性别估计为骨盆评估提供了可靠的替代方案,特别是在碎片遗骸中. 一种线性差异分析模型为意大利人口提供了准确和广泛适用的结果.
科学领域:
- 法医人类学 法医人类学
- 生物考古学的生物考古学
- 人类骨科人类骨科
背景情况:
- 传统的性别估计依赖于形态镜盆腔评估.
- 机器学习和特定人群的验证越来越重要.
- 替代方法需要对法医应用进行彻底评估.
研究的目的:
- 将已建立的形态镜法 (Phenice 1969, Bruzek 2002) 与长骨线性差异分析 (LDA) 模型进行比较.
- 在意大利记录的骨样本中评估方法的性能.
- 评估对碎片遗骸的适用性,并建立特定种群的基准.
主要方法:
- 使用了形态镜评估 (Phenice,Bruzek) 和多变量长骨LDA.
- 分析了来自CAL米兰公墓骨收藏333个人的数据.
- 预处理的指标数据使用缺失值的归算.
主要成果:
- 形态镜法显示高精度 (Phenice: 96.9%,Bruzek: 97.7%),但显著的排除率 (32.4%,2.4%).
- 长骨LDA实现了可比的准确性 (95.2%-98.1%),具有普遍适用性.
- 不一致性分析表明方法之间存在互补的错误模式.
结论:
- 长骨是估计性别的可靠替代方案,特别是在碎片的遗骸中.
- LDA模型为法医识别提供了一个灵活的,概率的框架.
- 建立了意大利法医人类学的特定人口准确性基准.
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