1. Repositório Institucional - Universidade Federal de Uberlândia
  2. Faculdade de Odontologia (FOUFU)
  3. TCC - Odontologia
Please use this identifier to cite or link to this item: https://repositorio.ufu.br/handle/123456789/45287
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dc.creatorNeto, Lelis da Costa-
dc.date.accessioned2025-04-24T18:12:01Z-
dc.date.available2025-04-24T18:12:01Z-
dc.date.issued2025-04-01-
dc.identifier.citationNETO, Lelis da Costa. Machine learning application in sexual dimorphism analysis through zygomatic bone dimensions. 2025. 13 f. Trabalho de Conclusão de Curso (Graduação em Odontologia)- Universidade Federal de Uberlândia, Uberlândia, 2025.pt_BR
dc.identifier.urihttps://repositorio.ufu.br/handle/123456789/45287-
dc.description.sponsorshipCAPES - Coordenação de Aperfeiçoamento de Pessoal de Nível Superiorpt_BR
dc.languageengpt_BR
dc.publisherUniversidade Federal de Uberlândiapt_BR
dc.rightsAcesso Abertopt_BR
dc.subjectForensic Anthropologypt_BR
dc.subjectAntropologia Forensept_BR
dc.subjectZygomatic Bonept_BR
dc.subjectOsso zigomáticopt_BR
dc.subjectSexual Dimorphismpt_BR
dc.subjectDimorfismo Sexualpt_BR
dc.subjectCone- Beam Computed Tomographypt_BR
dc.subjectTomografia Computadorizada de Feixe Cônicopt_BR
dc.titleMachine learning application in sexual dimorphism analysis through zygomatic bone dimensionspt_BR
dc.typeTrabalho de Conclusão de Cursopt_BR
dc.contributor.advisor1Beaini, Thiago Leite-
dc.contributor.advisor1Latteshttp://lattes.cnpq.br/0206498486658228pt_BR
dc.contributor.referee1Paranhos, Luiz Renato-
dc.contributor.referee1Latteshttp://lattes.cnpq.br/8091325418384084pt_BR
dc.contributor.referee2Oliveira, João Edson Carmo-
dc.contributor.referee2Latteshttp://lattes.cnpq.br/8774112045237564pt_BR
dc.creator.Latteshttp://lattes.cnpq.br/2772397769966598pt_BR
dc.description.degreenameTrabalho de Conclusão de Curso (Graduação)pt_BR
dc.description.resumoForensic anthropology (FA) aims to study the human body to aid justice. The human skull is recognized as a structure that houses a series of characteristics subject to individual variability which can occur due to the biological sex of the individuals, genetic action of ancestry, or age. Volumetric examinations allow the observer to assess morphology in a differentiated manner, and volume is one of the ways to represent this topography. However, there is a gap in studies in this field, as various structures can aid in forensic analysis, especially in the context of searching for missing persons. To evaluate the individualizing capacity of the zygomatic bone in studying sexual dimorphism and human identification. The pilot study included 36 anonymous cone-beam computed tomography (CBCT), divided between 18 male and 18 female. The DICOM files were imported into Blender with OrthogOnBlender addon to reconstruct the bone tissues and export it into .stl files. In the Freeform software, using a haptic device to precisely select the zygomatic bone at its borders with the temporal, sphenoid, frontal, and maxillary bones. Tests showed normality in distribution. T-tests demonstrated a statistically significant difference (p=<0.05) in the variables Volume (p=0.033) and Height (z) (p=0.004). The volumetric analysis of the zygomatic bone proves to be a promising tool for sex estimation in human identification services.pt_BR
dc.publisher.countryBrasilpt_BR
dc.publisher.courseOdontologiapt_BR
dc.sizeorduration13pt_BR
dc.subject.cnpqCNPQ::CIENCIAS DA SAUDE::ODONTOLOGIApt_BR
dc.orcid.putcode182897041-
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