在葡萄牙参考骨样本中,通过半径和肘部估计生物性别
Catarina Pinto1, Sandra Marques1, Maria Teresa Ferreira1,2
1Department of Life Sciences, Faculty of Sciences and Technology, University of Coimbra, Coimbra, Portugal.
International journal of legal medicine
|May 9, 2025
概括
法医人类学家现在可以使用新的后勤回归模型,高精度地从前臂骨 (半径和肘部) 估计性别. 这些在线可用的模型有助于识别人类骨遗骸.
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:
- 性别估计对于识别人类骨遗骸至关重要.
- 虽然骨盆是最双形的,但半径骨和肘骨等长骨也提供了有价值的性别估计数据.
研究的目的:
- 开发和验证使用半径和肘部估计性别的度量模型.
- 为应用这些性别估计模型创建一个可访问的在线应用程序.
主要方法:
- 使用逻辑回归的度量方法应用于从半径和肘部的测量.
- 创建了15个模型,并对独立的骨收藏 (科英布拉,21世纪和里斯本识别骨收藏) 进行了测试.
主要成果:
- 模型实现了高精度,从84.0%到95.8% (交叉验证) 和81.9%到90.6% (测试样本).
- 特定半径模型 (3R,4R) 和肘部模型 (4U,2U) 在交叉验证和测试中分别表现出卓越的性能.
- 开发了一个在线应用程序,以促进模型的实际使用.
结论:
- 开发的半径和骨模型为法医人类学中性别估计提供了准确和可靠的方法.
- 在线应用程序提高了这些骨测方法的可访问性和实用性,以确定性别.
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