1. Attenuated total reflection Fourier transform infrared spectroscopy (ATR‐FTIR) analysis of human nails: Implications for age determination in forensics.
- Author
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Mitu, Bilkis, Trojan, Václav, Hrib, Radovan, and Halámková, Lenka
- Subjects
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STANDARD deviations , *FOURIER transform infrared spectroscopy , *CRIMINAL profiling , *PREDICTION of criminal behavior , *AGE groups , *ATTENUATED total reflectance , *PARTIAL least squares regression - Abstract
A person's age estimation from biological evidence is a crucial aspect of forensic investigations, aiding in victim identification and criminal profiling. In this study, we present a novel approach of utilizing Attenuated Total Reflection Fourier Transform Infrared (ATR FT‐IR) spectroscopy to predict the age of donors based on nail samples. A diverse dataset comprising nails from donors spanning different age groups was analyzed using ATR FT‐IR, with subsequent multivariate analysis techniques used for age prediction. The developed partial least squares regression (PLS‐R) model demonstrated promising accuracy in age estimation, with a root mean square error of prediction (RMSEP) equal to 11.1 during external validation. Additionally, a partial least squares discriminant analysis (PLS‐DA) classification model achieved high accuracy of 88% in classifying donors into younger and older age groups during external validation. This proof‐of‐concept study highlights the potential of ATR FT‐IR spectroscopy as a non‐destructive and efficient tool for age estimation in forensic investigations, offering a new approach to forensic analysis with practical implications. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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