Application of Buchanan methodology for the construction of an expert system with bayesian networks to support the diagnosis of tetralogy of Fallot in Perú

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This research addresses the problem related to congenital heart disease. Prompt medical diagnosis in the case of disease risk, such as congenital heart disease, becomes a key for appropriate treatment, in this context the lack of infrastructure and trained personnel becomes a latent problem that can...

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Detalles Bibliográficos
Autores: Delgado Montenegro, Linda, Cortez Vásquez, Augusto, Ibáñez Prentice, Esteban
Formato: artículo
Fecha de Publicación:2016
Institución:Universidad Nacional Mayor de San Marcos
Repositorio:Revistas - Universidad Nacional Mayor de San Marcos
Lenguaje:español
OAI Identifier:oai:ojs.csi.unmsm:article/12076
Enlace del recurso:https://revistasinvestigacion.unmsm.edu.pe/index.php/idata/article/view/12076
Nivel de acceso:acceso abierto
Materia:expert system
expert system probabilistic bayesian network
congenital heart disease
tetralogy of Fallot
Sistema Experto
Sistema Experto Probabilístico
Redes Bayesianas
Metodología Buchanan
Tetralogía de Fallot
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spelling Application of Buchanan methodology for the construction of an expert system with bayesian networks to support the diagnosis of tetralogy of Fallot in PerúAplicación de metodología Buchanan para la construcción de un sistema experto con redes bayesianas para apoyo al diagnóstico de la tetralogía de Fallot en el PerúDelgado Montenegro, LindaCortez Vásquez, AugustoIbáñez Prentice, Estebanexpert systemexpert system probabilistic bayesian networkcongenital heart diseasetetralogy of FallotSistema ExpertoSistema Experto ProbabilísticoRedes BayesianasMetodología BuchananTetralogía de FallotThis research addresses the problem related to congenital heart disease. Prompt medical diagnosis in the case of disease risk, such as congenital heart disease, becomes a key for appropriate treatment, in this context the lack of infrastructure and trained personnel becomes a latent problem that can have consequences fatal. Buchanan methodology was used because after the evaluation found that the project needs and the benefits of its implementation was adapted. The development project is justified because it provides a logical systematization of knowledge in the area of heart disease that will serve as support for the completion of due diagnostic tool,benefiting greatly to health services in the pediatric area at national.La presente investigación aborda el problema relacionado a cardiopatías congénitas. El diagnóstico médico oportuno en el caso de enfermedades de riesgo, como son las cardiopatías congénitas, se convierte en una pieza clave para su debido tratamiento, en este contexto la ausencia de infraestructura y personal debidamente entrenado se convierte en un problema latente que puede tener consecuencias fatales. Se utilizó la metodología Buchanan debido a que después de la evaluación se determinó que se adaptó a las necesidades del proyecto y los beneficios de su aplicación. El desarrollo del proyecto se justificó debido a que brinda un instrumento lógico para la sistematización del conocimiento en el área de cardiopatía que servirá como apoyo para la realización de un debido diagnóstico, beneficiando en gran medida a los servicios de salud en el área pediátrica a nivel nacional.Facultad de Ingeniería Industrial, Universidad Nacional Mayor de San Marcos2016-06-23info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://revistasinvestigacion.unmsm.edu.pe/index.php/idata/article/view/1207610.15381/idata.v18i1.12076Industrial Data; Vol. 18 No. 1 (2015); 135-148Industrial Data; Vol. 18 Núm. 1 (2015); 135-1481810-99931560-9146reponame:Revistas - Universidad Nacional Mayor de San Marcosinstname:Universidad Nacional Mayor de San Marcosinstacron:UNMSMspahttps://revistasinvestigacion.unmsm.edu.pe/index.php/idata/article/view/12076/10791Derechos de autor 2015 Linda Delgado Montenegro, Augusto Cortez Vásquez, Esteban Ibáñez Prenticehttps://creativecommons.org/licenses/by-nc-sa/4.0info:eu-repo/semantics/openAccessoai:ojs.csi.unmsm:article/120762019-07-11T17:25:59Z
dc.title.none.fl_str_mv Application of Buchanan methodology for the construction of an expert system with bayesian networks to support the diagnosis of tetralogy of Fallot in Perú
Aplicación de metodología Buchanan para la construcción de un sistema experto con redes bayesianas para apoyo al diagnóstico de la tetralogía de Fallot en el Perú
title Application of Buchanan methodology for the construction of an expert system with bayesian networks to support the diagnosis of tetralogy of Fallot in Perú
spellingShingle Application of Buchanan methodology for the construction of an expert system with bayesian networks to support the diagnosis of tetralogy of Fallot in Perú
Delgado Montenegro, Linda
expert system
expert system probabilistic bayesian network
congenital heart disease
tetralogy of Fallot
Sistema Experto
Sistema Experto Probabilístico
Redes Bayesianas
Metodología Buchanan
Tetralogía de Fallot
title_short Application of Buchanan methodology for the construction of an expert system with bayesian networks to support the diagnosis of tetralogy of Fallot in Perú
title_full Application of Buchanan methodology for the construction of an expert system with bayesian networks to support the diagnosis of tetralogy of Fallot in Perú
title_fullStr Application of Buchanan methodology for the construction of an expert system with bayesian networks to support the diagnosis of tetralogy of Fallot in Perú
title_full_unstemmed Application of Buchanan methodology for the construction of an expert system with bayesian networks to support the diagnosis of tetralogy of Fallot in Perú
title_sort Application of Buchanan methodology for the construction of an expert system with bayesian networks to support the diagnosis of tetralogy of Fallot in Perú
dc.creator.none.fl_str_mv Delgado Montenegro, Linda
Cortez Vásquez, Augusto
Ibáñez Prentice, Esteban
author Delgado Montenegro, Linda
author_facet Delgado Montenegro, Linda
Cortez Vásquez, Augusto
Ibáñez Prentice, Esteban
author_role author
author2 Cortez Vásquez, Augusto
Ibáñez Prentice, Esteban
author2_role author
author
dc.subject.none.fl_str_mv expert system
expert system probabilistic bayesian network
congenital heart disease
tetralogy of Fallot
Sistema Experto
Sistema Experto Probabilístico
Redes Bayesianas
Metodología Buchanan
Tetralogía de Fallot
topic expert system
expert system probabilistic bayesian network
congenital heart disease
tetralogy of Fallot
Sistema Experto
Sistema Experto Probabilístico
Redes Bayesianas
Metodología Buchanan
Tetralogía de Fallot
description This research addresses the problem related to congenital heart disease. Prompt medical diagnosis in the case of disease risk, such as congenital heart disease, becomes a key for appropriate treatment, in this context the lack of infrastructure and trained personnel becomes a latent problem that can have consequences fatal. Buchanan methodology was used because after the evaluation found that the project needs and the benefits of its implementation was adapted. The development project is justified because it provides a logical systematization of knowledge in the area of heart disease that will serve as support for the completion of due diagnostic tool,benefiting greatly to health services in the pediatric area at national.
publishDate 2016
dc.date.none.fl_str_mv 2016-06-23
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/idata/article/view/12076
10.15381/idata.v18i1.12076
url https://revistasinvestigacion.unmsm.edu.pe/index.php/idata/article/view/12076
identifier_str_mv 10.15381/idata.v18i1.12076
dc.language.none.fl_str_mv spa
language spa
dc.relation.none.fl_str_mv https://revistasinvestigacion.unmsm.edu.pe/index.php/idata/article/view/12076/10791
dc.rights.none.fl_str_mv Derechos de autor 2015 Linda Delgado Montenegro, Augusto Cortez Vásquez, Esteban Ibáñez Prentice
https://creativecommons.org/licenses/by-nc-sa/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Derechos de autor 2015 Linda Delgado Montenegro, Augusto Cortez Vásquez, Esteban Ibáñez Prentice
https://creativecommons.org/licenses/by-nc-sa/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Facultad de Ingeniería Industrial, Universidad Nacional Mayor de San Marcos
publisher.none.fl_str_mv Facultad de Ingeniería Industrial, Universidad Nacional Mayor de San Marcos
dc.source.none.fl_str_mv Industrial Data; Vol. 18 No. 1 (2015); 135-148
Industrial Data; Vol. 18 Núm. 1 (2015); 135-148
1810-9993
1560-9146
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
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score 13.945322
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