Sex estimation from the first and second ribs using 3D postmortem CT images in a Japanese population: A comparison of discriminant analysis and machine learning techniques

Sex estimation from the first and second ribs using 3D postmortem CT images in a Japanese population: A comparison of discriminant analysis and machine learning techniques

This study investigated the use of 3D postmortem computed tomography (PMCT) images of the first and second ribs for sex estimation in a Japanese population. Sex estimation models using conventional discriminant analysis and ten machine learning algorithms including logistic regression (LR), Naive Ba...

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Bibliographic Details
Main Authors: Tawachai Monum, Yohsuke Makino, Daisuke Yajima, Go Inoguchi, Fumiko Chiba, Suguru Torimitsu, Maiko Yoshida, Patison Palee, Yumi Hoshioka, Naoki Saito, Hirotaro Iwase
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Forensic Science International: Reports
Subjects:
Sex estimation
First rib
Second rib
PMCT
Japanese population
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2665910724000355
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