Sergio Iván Tobón-Arroyave, Santiago S Palacio-Gutiérrez, Sara Morales-Galeano, Clara Inés Saldarriaga-Naranjo, Carlos Alberto Tangarife-Villa
{"title":"用锥束计算机断层扫描对哥伦比亚人口的上颌骨测量进行性别估计的判别函数分析。","authors":"Sergio Iván Tobón-Arroyave, Santiago S Palacio-Gutiérrez, Sara Morales-Galeano, Clara Inés Saldarriaga-Naranjo, Carlos Alberto Tangarife-Villa","doi":"10.5281/zenodo.15044914","DOIUrl":null,"url":null,"abstract":"<p><p>Sexual dimorphism is an important biological factor for sex estimation from skeletal remains in medicolegal identification. This study aimed to determine using a discriminant function analysis, whether specific maxillary linear and angular measurements performed in cone-beam computed tomography (CBCT) images may be useful to determine the sex in a Colombian population. The sample consisted of 212 CBCT scans acquired from 86 males and 126 females. The protocol included the assessment of 23 parameters, of which 16 were bilateral and seven were non-bilateral. An intra-observer variability test was performed to ensure data reliability and unpaired t tests were applied to determine between-group differences. Significant predictor variables were subjected to univariate and multivariate discriminant function analyses. A total of five non-bilateral and 14 bilateral measures were statistically significant. Univariate discriminant analyses produced a mean percentage of correct prediction after cross-validation ranging from 55.20% to 72.60% for non-bilateral and from 58.70% to 73.10% for bilateral maxillary variables. The association of variables in the multivariate models increased the percentages of correct sex prediction even after cross-validation up to 77.80% for non-bilateral and up to 77.40% for bilateral maxillary measurements. It was concluded that CBCT measurement of maxillary bone parameters may be applied as a complementary technique to discriminate the sex from human remains through discriminant function analysis methods in the Colombian population.</p>","PeriodicalId":35728,"journal":{"name":"Journal of Forensic Odonto-Stomatology","volume":"43 1","pages":"19-32"},"PeriodicalIF":0.0000,"publicationDate":"2025-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12083886/pdf/","citationCount":"0","resultStr":"{\"title\":\"Discriminant function analysis of maxillary bone measurements for sex estimation in a Colombian population by using cone-beam computed tomography.\",\"authors\":\"Sergio Iván Tobón-Arroyave, Santiago S Palacio-Gutiérrez, Sara Morales-Galeano, Clara Inés Saldarriaga-Naranjo, Carlos Alberto Tangarife-Villa\",\"doi\":\"10.5281/zenodo.15044914\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Sexual dimorphism is an important biological factor for sex estimation from skeletal remains in medicolegal identification. This study aimed to determine using a discriminant function analysis, whether specific maxillary linear and angular measurements performed in cone-beam computed tomography (CBCT) images may be useful to determine the sex in a Colombian population. The sample consisted of 212 CBCT scans acquired from 86 males and 126 females. The protocol included the assessment of 23 parameters, of which 16 were bilateral and seven were non-bilateral. An intra-observer variability test was performed to ensure data reliability and unpaired t tests were applied to determine between-group differences. Significant predictor variables were subjected to univariate and multivariate discriminant function analyses. A total of five non-bilateral and 14 bilateral measures were statistically significant. Univariate discriminant analyses produced a mean percentage of correct prediction after cross-validation ranging from 55.20% to 72.60% for non-bilateral and from 58.70% to 73.10% for bilateral maxillary variables. The association of variables in the multivariate models increased the percentages of correct sex prediction even after cross-validation up to 77.80% for non-bilateral and up to 77.40% for bilateral maxillary measurements. It was concluded that CBCT measurement of maxillary bone parameters may be applied as a complementary technique to discriminate the sex from human remains through discriminant function analysis methods in the Colombian population.</p>\",\"PeriodicalId\":35728,\"journal\":{\"name\":\"Journal of Forensic Odonto-Stomatology\",\"volume\":\"43 1\",\"pages\":\"19-32\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-04-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12083886/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Forensic Odonto-Stomatology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5281/zenodo.15044914\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Forensic Odonto-Stomatology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5281/zenodo.15044914","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Medicine","Score":null,"Total":0}
Discriminant function analysis of maxillary bone measurements for sex estimation in a Colombian population by using cone-beam computed tomography.
Sexual dimorphism is an important biological factor for sex estimation from skeletal remains in medicolegal identification. This study aimed to determine using a discriminant function analysis, whether specific maxillary linear and angular measurements performed in cone-beam computed tomography (CBCT) images may be useful to determine the sex in a Colombian population. The sample consisted of 212 CBCT scans acquired from 86 males and 126 females. The protocol included the assessment of 23 parameters, of which 16 were bilateral and seven were non-bilateral. An intra-observer variability test was performed to ensure data reliability and unpaired t tests were applied to determine between-group differences. Significant predictor variables were subjected to univariate and multivariate discriminant function analyses. A total of five non-bilateral and 14 bilateral measures were statistically significant. Univariate discriminant analyses produced a mean percentage of correct prediction after cross-validation ranging from 55.20% to 72.60% for non-bilateral and from 58.70% to 73.10% for bilateral maxillary variables. The association of variables in the multivariate models increased the percentages of correct sex prediction even after cross-validation up to 77.80% for non-bilateral and up to 77.40% for bilateral maxillary measurements. It was concluded that CBCT measurement of maxillary bone parameters may be applied as a complementary technique to discriminate the sex from human remains through discriminant function analysis methods in the Colombian population.
期刊介绍:
The Journal of Forensic Odonto-Stomatology is the official publication of the: INTERNATIONAL ORGANISATION FOR FORENSIC ODONTO-STOMATOLOGY (I.O.F.O.S