Sex Determination of Human Nails Based on Attenuated Total Reflection Fourier Transform Infrared Spectroscopy in Forensic Context

Sex Determination of Human Nails Based on Attenuated Total Reflection Fourier Transform Infrared Spectroscopy in Forensic Context

This study reports on the successful use of a machine learning approach using attenuated total reflectance Fourier transform infrared (ATR FT-IR) spectroscopy for the classification and prediction of a donor’s sex from the fingernails of 63 individuals. A significant advantage of ATR FT-IR is its ab...

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Bibliographic Details
Main Authors: Bilkis Mitu, Václav Trojan, Lenka Halámková
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Sensors
Subjects:
ATR FT-IR spectroscopy
machine learning
artificial neural network (ANN)
partial least-square discriminant analysis (PLS-DA)
male
female
Online Access:https://www.mdpi.com/1424-8220/23/23/9412

Internet

https://www.mdpi.com/1424-8220/23/23/9412

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