Application of Decision Trees in the diagnosis of Anemia in children in the city of Arequipa
Descripción del Articulo
Anemia is one of the most common problems in children who are not adequately fed. Iron deficiency harms minors as it prevents them from carrying out their daily activities due to extreme tiredness and fatigue. Due to this situation, the Peruvian State has tried to reduce the level of prevalence of a...
| Autores: | , , , |
|---|---|
| Formato: | artículo |
| Fecha de Publicación: | 2022 |
| Institución: | Universidad La Salle |
| Repositorio: | Revistas - Universidad La Salle |
| Lenguaje: | español |
| OAI Identifier: | oai:ojs.revistas.ulasalle.edu.pe:article/69 |
| Enlace del recurso: | https://revistas.ulasalle.edu.pe/innosoft/article/view/69 https://doi.org/10.48168/innosoft.s9.a69 https://purl.org/42411/s9/a69 https://n2t.net/ark:/42411/s9/a69 |
| Nivel de acceso: | acceso abierto |
| Materia: | Decision tree anemia artificial intelligence Árbol de decisión inteligencia artificial |
| id |
REVUSALLE_3d1c7d36e52d7f78c26c1f1c70d3f98c |
|---|---|
| oai_identifier_str |
oai:ojs.revistas.ulasalle.edu.pe:article/69 |
| network_acronym_str |
REVUSALLE |
| network_name_str |
Revistas - Universidad La Salle |
| repository_id_str |
|
| spelling |
Application of Decision Trees in the diagnosis of Anemia in children in the city of ArequipaAplicación de los árboles de decisión en el diagnóstico de Anemia en niños de la ciudad de ArequipaAgramonte Mayhua, IndiraChaco Huamani, AlexValdiviezo Tovar, AlexanderRamos Challa, MelodyDecision treeanemiaartificial intelligenceÁrbol de decisiónanemiainteligencia artificialAnemia is one of the most common problems in children who are not adequately fed. Iron deficiency harms minors as it prevents them from carrying out their daily activities due to extreme tiredness and fatigue. Due to this situation, the Peruvian State has tried to reduce the level of prevalence of anemia at the national level with medical campaigns in different regions; despite this, localities such as Caylloma in Arequipa still maintain a high percentage of anemic infants, for which an implementation through Decision Trees with the python language to be able to determine if a child has anemia based on the data provided.Uno de los problemas más comunes en los niños que no son correctamente alimentados es la anemia. La deficiencia de hierro es perjudicial para los menores, pues impide que realicen sus actividades diarias por el cansancio extremo y fatiga. Debido a esta situación, el Estado peruano ha intentado disminuir el nivel de prevalencia de anemia a nivel nacional con campañas médicas en diferentes regiones, pese a ello, localidades como Caylloma en Arequipa aún mantienen un alto porcentaje de infantes anémicos, para ello se desarrolló una implementación mediante Árboles de Decisión con el lenguaje Python para poder determinar si un niño tiene anemia en base a los datos proporcionados.Universidad La Salle2022-09-30info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionJournal papertextArtículos originalesapplication/pdftext/htmlhttps://revistas.ulasalle.edu.pe/innosoft/article/view/69https://doi.org/10.48168/innosoft.s9.a69https://purl.org/42411/s9/a69https://n2t.net/ark:/42411/s9/a69Innovation and Software; Vol 3 No 2 (2022): September - February; 26-39Innovación y Software; Vol. 3 Núm. 2 (2022): Septiembre - Febrero; 26-392708-09352708-0927https://doi.org/10.48168/innosoft.s9https://purl.org/42411/s9https://n2t.net/ark:/42411/s9reponame:Revistas - Universidad La Salleinstname:Universidad La Salleinstacron:USALLEspahttps://revistas.ulasalle.edu.pe/innosoft/article/view/69/67https://revistas.ulasalle.edu.pe/innosoft/article/view/69/68https://purl.org/42411/s9/a69/g67https://purl.org/42411/s9/a69/g68https://n2t.net/ark:/42411/s9/a69/g67https://n2t.net/ark:/42411/s9/a69/g6820222022Derechos de autor 2022 Innovación y Softwarehttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessoai:ojs.revistas.ulasalle.edu.pe:article/692025-07-03T08:01:59Z |
| dc.title.none.fl_str_mv |
Application of Decision Trees in the diagnosis of Anemia in children in the city of Arequipa Aplicación de los árboles de decisión en el diagnóstico de Anemia en niños de la ciudad de Arequipa |
| title |
Application of Decision Trees in the diagnosis of Anemia in children in the city of Arequipa |
| spellingShingle |
Application of Decision Trees in the diagnosis of Anemia in children in the city of Arequipa Agramonte Mayhua, Indira Decision tree anemia artificial intelligence Árbol de decisión anemia inteligencia artificial |
| title_short |
Application of Decision Trees in the diagnosis of Anemia in children in the city of Arequipa |
| title_full |
Application of Decision Trees in the diagnosis of Anemia in children in the city of Arequipa |
| title_fullStr |
Application of Decision Trees in the diagnosis of Anemia in children in the city of Arequipa |
| title_full_unstemmed |
Application of Decision Trees in the diagnosis of Anemia in children in the city of Arequipa |
| title_sort |
Application of Decision Trees in the diagnosis of Anemia in children in the city of Arequipa |
| dc.creator.none.fl_str_mv |
Agramonte Mayhua, Indira Chaco Huamani, Alex Valdiviezo Tovar, Alexander Ramos Challa, Melody |
| author |
Agramonte Mayhua, Indira |
| author_facet |
Agramonte Mayhua, Indira Chaco Huamani, Alex Valdiviezo Tovar, Alexander Ramos Challa, Melody |
| author_role |
author |
| author2 |
Chaco Huamani, Alex Valdiviezo Tovar, Alexander Ramos Challa, Melody |
| author2_role |
author author author |
| dc.subject.none.fl_str_mv |
Decision tree anemia artificial intelligence Árbol de decisión anemia inteligencia artificial |
| topic |
Decision tree anemia artificial intelligence Árbol de decisión anemia inteligencia artificial |
| description |
Anemia is one of the most common problems in children who are not adequately fed. Iron deficiency harms minors as it prevents them from carrying out their daily activities due to extreme tiredness and fatigue. Due to this situation, the Peruvian State has tried to reduce the level of prevalence of anemia at the national level with medical campaigns in different regions; despite this, localities such as Caylloma in Arequipa still maintain a high percentage of anemic infants, for which an implementation through Decision Trees with the python language to be able to determine if a child has anemia based on the data provided. |
| publishDate |
2022 |
| dc.date.none.fl_str_mv |
2022-09-30 |
| dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Journal paper text Artículos originales |
| format |
article |
| status_str |
publishedVersion |
| dc.identifier.none.fl_str_mv |
https://revistas.ulasalle.edu.pe/innosoft/article/view/69 https://doi.org/10.48168/innosoft.s9.a69 https://purl.org/42411/s9/a69 https://n2t.net/ark:/42411/s9/a69 |
| url |
https://revistas.ulasalle.edu.pe/innosoft/article/view/69 https://doi.org/10.48168/innosoft.s9.a69 https://purl.org/42411/s9/a69 https://n2t.net/ark:/42411/s9/a69 |
| dc.language.none.fl_str_mv |
spa |
| language |
spa |
| dc.relation.none.fl_str_mv |
https://revistas.ulasalle.edu.pe/innosoft/article/view/69/67 https://revistas.ulasalle.edu.pe/innosoft/article/view/69/68 https://purl.org/42411/s9/a69/g67 https://purl.org/42411/s9/a69/g68 https://n2t.net/ark:/42411/s9/a69/g67 https://n2t.net/ark:/42411/s9/a69/g68 |
| dc.rights.none.fl_str_mv |
Derechos de autor 2022 Innovación y Software https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
| rights_invalid_str_mv |
Derechos de autor 2022 Innovación y Software https://creativecommons.org/licenses/by/4.0 |
| eu_rights_str_mv |
openAccess |
| dc.format.none.fl_str_mv |
application/pdf text/html |
| dc.coverage.none.fl_str_mv |
2022 2022 |
| dc.publisher.none.fl_str_mv |
Universidad La Salle |
| publisher.none.fl_str_mv |
Universidad La Salle |
| dc.source.none.fl_str_mv |
Innovation and Software; Vol 3 No 2 (2022): September - February; 26-39 Innovación y Software; Vol. 3 Núm. 2 (2022): Septiembre - Febrero; 26-39 2708-0935 2708-0927 https://doi.org/10.48168/innosoft.s9 https://purl.org/42411/s9 https://n2t.net/ark:/42411/s9 reponame:Revistas - Universidad La Salle instname:Universidad La Salle instacron:USALLE |
| instname_str |
Universidad La Salle |
| instacron_str |
USALLE |
| institution |
USALLE |
| reponame_str |
Revistas - Universidad La Salle |
| collection |
Revistas - Universidad La Salle |
| repository.name.fl_str_mv |
|
| repository.mail.fl_str_mv |
|
| _version_ |
1843358281442000896 |
| score |
12.659675 |
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).
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).
