Application of artificial intelligence in dentistry: Literature review

Descripción del Articulo

The application of artificial intelligence (AI) in the dental field was reviewed in this article. The objective was to review the evidence on artificial intelligence and its application in the different dental specialties. A search was carried out on Medline/PubMed, Scopus and Web of Science databas...

Descripción completa

Detalles Bibliográficos
Autores: Cacñahuaray-Martínez, Génesis, Gómez-Meza, Dora, Lamas-Lara, Víctor, Guerrero, María Eugenia
Formato: artículo
Fecha de Publicación:2021
Institución:Universidad Nacional Mayor de San Marcos
Repositorio:Revistas - Universidad Nacional Mayor de San Marcos
Lenguaje:español
OAI Identifier:oai:ojs.csi.unmsm:article/20512
Enlace del recurso:https://revistasinvestigacion.unmsm.edu.pe/index.php/odont/article/view/20512
Nivel de acceso:acceso abierto
Materia:Artificial intelligence
Deep learning
Machine learning
Dentistry
Dental specialties
Inteligencia artificial
Aprendizaje profundo
Aprendizaje automático
Odontología
Especialidades odontológicas
id REVUNMSM_8be4e47727364fc8ead72ea2056a72fc
oai_identifier_str oai:ojs.csi.unmsm:article/20512
network_acronym_str REVUNMSM
network_name_str Revistas - Universidad Nacional Mayor de San Marcos
repository_id_str
spelling Application of artificial intelligence in dentistry: Literature reviewAplicación de la inteligencia artificial en Odontología: Revisión de la literaturaCacñahuaray-Martínez, GénesisGómez-Meza, DoraLamas-Lara, VíctorGuerrero, María EugeniaCacñahuaray-Martínez, GénesisGómez-Meza, DoraLamas-Lara, VíctorGuerrero, María EugeniaArtificial intelligenceDeep learningMachine learningDentistryDental specialtiesInteligencia artificialAprendizaje profundoAprendizaje automáticoOdontologíaEspecialidades odontológicasThe application of artificial intelligence (AI) in the dental field was reviewed in this article. The objective was to review the evidence on artificial intelligence and its application in the different dental specialties. A search was carried out on Medline/PubMed, Scopus and Web of Science databases from 2017 to 2021. Three hundred and twenty-one articles were found, of which 62 were selected and allowed the application of AI in six specialties: periodontology, implantology, forensic dentistry, oral medicine and pathology, orthodontics and diagnostic/cariology/endodontics. The specialty of diagnosis/caryology/ endodontics had more articles on the topic of AI and convolution neural network was the type of AI most used. It was concluded that AI is being widely used in dentistry showing promising results as they show an accuracy equivalent to that of different trained specialists and in some cases they overcome human errors showing excellent results.En este artículo se revisó sobre inteligencia artificial (IA) y su aplicación en el campo odontológico. El objetivo fue revisar la evidencia sobre inteligencia artificial y su aplicación en las diferentes especialidades odontológicas. Se realizó una búsqueda en las bases de datos de Medline/PubMed, Scopus y Web of Science desde el año 2017 al 2021. Se encontraron 321 artículos, de los cuales se seleccionaron 62, que mostraron la aplicación de la IA en seis especialidades: periodoncia, implantología, odontología forense, medicina y patología oral, ortodoncia y diagnóstico/cariología/endodoncia. Se encontró que la especialidad con más artículos sobre el tópico de IA fue la de diagnóstico/cariología/endodoncia y el tipo de inteligencia artificial que más se utilizó fue el de red neural convolucional. Se concluyó que la IA se está utilizando ampliamente en odontología demostrando resultados prometedores ya que muestran una precisión equivalente a la de diferentes especialistas capacitados y en algunos casos superan los errores humanos demostrando excelentes resultados.Universidad Nacional Mayor de San Marcos, Facultad de Odontología2021-07-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistasinvestigacion.unmsm.edu.pe/index.php/odont/article/view/2051210.15381/os.v24i3.20512Odontología Sanmarquina; Vol. 24 No. 3 (2021); 243-253Odontología Sanmarquina; Vol. 24 Núm. 3 (2021); 243-2531609-86171560-9111reponame:Revistas - Universidad Nacional Mayor de San Marcosinstname:Universidad Nacional Mayor de San Marcosinstacron:UNMSMspahttps://revistasinvestigacion.unmsm.edu.pe/index.php/odont/article/view/20512/16858Derechos de autor 2021 Génesis Cacñahuaray-Martínez, Dora Gómez-Meza, Víctor Lamas-Lara, María Eugenia Guerrerohttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:ojs.csi.unmsm:article/205122021-07-03T10:48:20Z
dc.title.none.fl_str_mv Application of artificial intelligence in dentistry: Literature review
Aplicación de la inteligencia artificial en Odontología: Revisión de la literatura
title Application of artificial intelligence in dentistry: Literature review
spellingShingle Application of artificial intelligence in dentistry: Literature review
Cacñahuaray-Martínez, Génesis
Artificial intelligence
Deep learning
Machine learning
Dentistry
Dental specialties
Inteligencia artificial
Aprendizaje profundo
Aprendizaje automático
Odontología
Especialidades odontológicas
title_short Application of artificial intelligence in dentistry: Literature review
title_full Application of artificial intelligence in dentistry: Literature review
title_fullStr Application of artificial intelligence in dentistry: Literature review
title_full_unstemmed Application of artificial intelligence in dentistry: Literature review
title_sort Application of artificial intelligence in dentistry: Literature review
dc.creator.none.fl_str_mv Cacñahuaray-Martínez, Génesis
Gómez-Meza, Dora
Lamas-Lara, Víctor
Guerrero, María Eugenia
Cacñahuaray-Martínez, Génesis
Gómez-Meza, Dora
Lamas-Lara, Víctor
Guerrero, María Eugenia
author Cacñahuaray-Martínez, Génesis
author_facet Cacñahuaray-Martínez, Génesis
Gómez-Meza, Dora
Lamas-Lara, Víctor
Guerrero, María Eugenia
author_role author
author2 Gómez-Meza, Dora
Lamas-Lara, Víctor
Guerrero, María Eugenia
author2_role author
author
author
dc.subject.none.fl_str_mv Artificial intelligence
Deep learning
Machine learning
Dentistry
Dental specialties
Inteligencia artificial
Aprendizaje profundo
Aprendizaje automático
Odontología
Especialidades odontológicas
topic Artificial intelligence
Deep learning
Machine learning
Dentistry
Dental specialties
Inteligencia artificial
Aprendizaje profundo
Aprendizaje automático
Odontología
Especialidades odontológicas
description The application of artificial intelligence (AI) in the dental field was reviewed in this article. The objective was to review the evidence on artificial intelligence and its application in the different dental specialties. A search was carried out on Medline/PubMed, Scopus and Web of Science databases from 2017 to 2021. Three hundred and twenty-one articles were found, of which 62 were selected and allowed the application of AI in six specialties: periodontology, implantology, forensic dentistry, oral medicine and pathology, orthodontics and diagnostic/cariology/endodontics. The specialty of diagnosis/caryology/ endodontics had more articles on the topic of AI and convolution neural network was the type of AI most used. It was concluded that AI is being widely used in dentistry showing promising results as they show an accuracy equivalent to that of different trained specialists and in some cases they overcome human errors showing excellent results.
publishDate 2021
dc.date.none.fl_str_mv 2021-07-01
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://revistasinvestigacion.unmsm.edu.pe/index.php/odont/article/view/20512
10.15381/os.v24i3.20512
url https://revistasinvestigacion.unmsm.edu.pe/index.php/odont/article/view/20512
identifier_str_mv 10.15381/os.v24i3.20512
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistasinvestigacion.unmsm.edu.pe/index.php/odont/article/view/20512/16858
dc.rights.none.fl_str_mv http://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidad Nacional Mayor de San Marcos, Facultad de Odontología
publisher.none.fl_str_mv Universidad Nacional Mayor de San Marcos, Facultad de Odontología
dc.source.none.fl_str_mv Odontología Sanmarquina; Vol. 24 No. 3 (2021); 243-253
Odontología Sanmarquina; Vol. 24 Núm. 3 (2021); 243-253
1609-8617
1560-9111
reponame:Revistas - Universidad Nacional Mayor de San Marcos
instname:Universidad Nacional Mayor de San Marcos
instacron:UNMSM
instname_str Universidad Nacional Mayor de San Marcos
instacron_str UNMSM
institution UNMSM
reponame_str Revistas - Universidad Nacional Mayor de San Marcos
collection Revistas - Universidad Nacional Mayor de San Marcos
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1795238213366841344
score 13.95948
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).