Facial biotype classification for orthodontic treatment planning using an alternative learning algorithm for tree augmented Naive Bayes

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dc.contributor.authorRuz, Gonzalo A.
dc.contributor.authorAraya-Díaz, Pamela
dc.contributor.authorHenríquez, Pablo A.
dc.date.accessioned2023-04-03T14:47:33Z
dc.date.available2023-04-03T14:47:33Z
dc.date.issued2022-12
dc.descriptionIndexación: Scopus.es
dc.description.abstractBackground: When designing a treatment in orthodontics, especially for children and teenagers, it is crucial to be aware of the changes that occur throughout facial growth because the rate and direction of growth can greatly afect the necessity of using diferent treatment mechanics. This paper presents a Bayesian network approach for facial bio‑ type classifcation to classify patients’ biotypes into Dolichofacial (long and narrow face), Brachyfacial (short and wide face), and an intermediate kind called Mesofacial, we develop a novel learning technique for tree augmented Naive Bayes (TAN) for this purpose.es
dc.description.urihttps://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-022-02062-7
dc.identifier.citationJournal of Human Kinetics, Volume 85, Issue 1, Pages 63 - 7321 December 2022es
dc.identifier.doi10.1186/s12911-022-02062-7
dc.identifier.issn1472-6947
dc.identifier.urihttps://repositorio.unab.cl/xmlui/handle/ria/48117
dc.language.isoenes
dc.publisherBioMed Central Ltdes
dc.rights.licenseAtribution 4.0 International (CC BY 4.0)
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/deed.es
dc.subjectBayesian networkses
dc.subjectTree augmented Naive Bayeses
dc.subjectEvolution Strategyes
dc.subjectFacial biotypeses
dc.subjectOrthodontic treatment planninges
dc.titleFacial biotype classification for orthodontic treatment planning using an alternative learning algorithm for tree augmented Naive Bayeses
dc.typeArtículoes
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