Morphometrics of the skull base for estimating sex among Koreans using 3D CT

Sex estimation is a core component of the biological profile, and the skull has long been regarded as a primary skeletal element for this purpose. However, morphological studies focusing on the skull base remain limited. This study aimed to derive discriminant functions using skull base measurements for sex estimation in modern Korean skeletal samples. Three-dimensional models of the skull base were generated from CT images of 198 decedents (103 males, 95 females), and 31 measurements were subjected to statistical analysis. Descriptive statistics revealed significant sexual dimorphism across all variables, with males exhibiting greater mean values than females in every measurement ( p < 0.05). Discriminant function equations were subsequently derived to facilitate sex classification. Univariate analyses yielded accuracies ranging from 61.6% to 83.8%, while a stepwise method incorporating five variables distributed across the overall skull base structure achieved a relatively high accuracy of 86.4%. To reflect forensic situations involving fragmentary remains, side-specific stepwise equations were developed; the right-side model achieved 83.3% accuracy, and the left-side model 78.8%. These findings support the utility of skull base measurements for sex estimation in a modern Korean population and highlight their applicability in forensic anthropology.

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Journal
Scientific Reports
Published
2026-07-23
DOI
https://doi.org/10.1038/s41598-026-63695-6
Primary Topic
Forensic Anthropology and Bioarchaeology Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Morphometrics of the skull base for estimating sex among Koreans using 3D CT

Yi‐Suk Kim, Hye-Yeon Kim, Young-In So, Seok-Ju Choi et al.
Scientific Reports
Forensic Anthropology and Bioarchaeology Studies
article

Morphometrics of the skull base for estimating sex among Koreans using 3D CT

Yi‐Suk Kim, Hye-Yeon Kim, Young-In So, Seok-Ju Choi, Scott Lozanoff, Sookyoung Lee
article en

Abstract

Sex estimation is a core component of the biological profile, and the skull has long been regarded as a primary skeletal element for this purpose. However, morphological studies focusing on the skull base remain limited. This study aimed to derive discriminant functions using skull base measurements for sex estimation in modern Korean skeletal samples. Three-dimensional models of the skull base were generated from CT images of 198 decedents (103 males, 95 females), and 31 measurements were subjected to statistical analysis. Descriptive statistics revealed significant sexual dimorphism across all variables, with males exhibiting greater mean values than females in every measurement ( p < 0.05). Discriminant function equations were subsequently derived to facilitate sex classification. Univariate analyses yielded accuracies ranging from 61.6% to 83.8%, while a stepwise method incorporating five variables distributed across the overall skull base structure achieved a relatively high accuracy of 86.4%. To reflect forensic situations involving fragmentary remains, side-specific stepwise equations were developed; the right-side model achieved 83.3% accuracy, and the left-side model 78.8%. These findings support the utility of skull base measurements for sex estimation in a modern Korean population and highlight their applicability in forensic anthropology.

Scientific Reports
University of Hawaiʻi at Mānoa (US), National Forensic Institute (KR), Catholic University of Korea (KR)
National Forensic Service, Ministry of the Interior and Safety
Reduced inequalities
Openalex Percentile: Top 4%
Forensic Anthropology and Bioarchaeology Studies
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Morphometrics of the skull base for estimating sex among Koreans using 3D CT — Yi‐Suk Kim, Hye-Yeon Kim, et al. · Scientific Reports (2026) | TGRS Research Map | TGRS