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DNA-based prediction of eye color in latin american population applying machine learning models

dc.contributor.authorMartínez, Cristian A.
dc.contributor.authorHohl, Diana M.
dc.contributor.authorGutiérrez, María de los A.
dc.contributor.authorPalmal, Sagnik
dc.contributor.authorFaux, Pierre
dc.contributor.authorAdhikari, Kaustubh
dc.contributor.authorGonzalez-Jose, Rolando
dc.contributor.authorBortolini, Maria C.
dc.contributor.authorAcuña-Alonzo, Victor
dc.contributor.authorGallo, Carla
dc.contributor.authorRuiz-Linares, Andres
dc.contributor.authorRothhammer, Francisco
dc.contributor.authorCatanesi, Cecilia I.
dc.contributor.authorBarrientos, Ricardo J.
dc.date.accessioned2025-07-08T19:54:57Z
dc.date.available2025-07-08T19:54:57Z
dc.date.issued2025
dc.identifier.urihttp://repositorio.ucm.cl/handle/ucm/6247
dc.description.abstractReduction in the costs of DNA sequencing and genotyping allows for the increased availability of databases which can be useful for analyzing the relationship between the human genetic code and visible characteristics, diseases, and behaviors, among others. The aim of this study is to improve the prediction of eye color from genotype by means of several Machine Learning models, using a dataset of 308 volunteers from Buenos Aires, Argentina. The results achieved are competitive and demonstrate the usefulness of artificial intelligence (AI) in the fields of genetics and its application in areas such as health, biometrics and forensics.es_CL
dc.language.isoenes_CL
dc.rightsAtribución-NoComercial-SinDerivadas 3.0 Chile*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/cl/*
dc.sourceComputers in Biology and Medicine, 194, 110404es_CL
dc.subjectDNA phenotypinges_CL
dc.subjectEye color predictiones_CL
dc.subjectForensic DNAes_CL
dc.subjectMachine Learninges_CL
dc.titleDNA-based prediction of eye color in latin american population applying machine learning modelses_CL
dc.typeArticlees_CL
dc.ucm.facultadFacultad de Ciencias de la Ingenieríaes_CL
dc.ucm.indexacionScopuses_CL
dc.ucm.indexacionIsies_CL
dc.ucm.urisciencedirect.ucm.elogim.com/science/article/pii/S0010482525007553?via%3Dihubes_CL
dc.ucm.doidoi.org/10.1016/j.compbiomed.2025.110404es_CL


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Atribución-NoComercial-SinDerivadas 3.0 Chile
Except where otherwise noted, this item's license is described as Atribución-NoComercial-SinDerivadas 3.0 Chile