首页> 外文期刊>Forensic science international >PMICALC: an R code-based software for estimating post-mortem interval (PMI) compatible with Windows, Mac and Linux operating systems.
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PMICALC: an R code-based software for estimating post-mortem interval (PMI) compatible with Windows, Mac and Linux operating systems.

机译:PMICALC:一种基于R代码的软件,用于估计与Windows,Mac和Linux操作系统兼容的验尸间隔(PMI)。

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摘要

In legal medicine the correct determination of the time of death is of utmost importance. Recent advances in estimating post-mortem interval (PMI) have made use of vitreous humour chemistry in conjunction with Linear Regression, but the results are questionable. In this paper we present PMICALC, an R code-based freeware package which estimates PMI in cadavers of recent death by measuring the concentrations of potassium ([K+]), hypoxanthine ([Hx]) and urea ([U]) in the vitreous humor using two different regression models: Additive Models (AM) and Support Vector Machine (SVM), which offer more flexibility than the previously used Linear Regression. The results from both models are better than those published to date and can give numerical expression of PMI with confidence intervals and graphic support within 20 min. The program also takes into account the cause of death.
机译:在法律医学中,正确确定死亡时间至关重要。估计验尸间隔(PMI)的最新进展已结合玻璃体液化学法和线性回归技术使用,但结果令人怀疑。在本文中,我们介绍PMICALC,这是一个基于R代码的免费软件,该工具包通过测量玻璃体中钾([K +]),次黄嘌呤([Hx])和尿素([U])的浓度来估计最近死亡的尸体中的PMI。使用两种不同的回归模型进行幽默:加性模型(AM)和支持向量机(SVM),它们比以前使用的线性回归具有更大的灵活性。两种模型的结果均优于迄今发布的结果,并且可以在20分钟内给出具有置信区间和图形支持的PMI数值表达式。该程序还考虑了死亡原因。

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