Data Mining to Determine Behavioral Patterns in Respiratory Disease in Pediatric Patients
Herrera Salazar, José Luis
MetadataShow full item record
ABSTRACT There are several varieties of respiratory diseases which mainly affect children between 0 and 5 years of age, not having a complete report of the behavior of each of these. This research seeks to conduct a study of the behavior of patterns in respiratory diseases of children in Peru through data mining, using data generated by the health sector, organizations and research between the years 2015 to 2019. This process was given by means of the K-Means clustering algorithm which allowed performing an analysis of this data identifying the patterns in a total of 10,000 Peruvian clinical records between the years mentioned, generating different behaviors. Through the grouping obtained in the clusters, it was obtained as a result that most of the cases in all the ages studied, they presented diseases with codes between the range of 000 and 060 approximately. This research was carried out in order to help health centers in Peru for further study, documentation and due decision-making, waiting for optimal prevention strategies regarding respiratory diseases.Mostrar más
Cabanillas, M., ...[et al.]. (2021). Data Mining to Determine Behavioral Patterns in Respiratory Disease in Pediatric Patients. International Journal of Advanced Computer Science and Applications (IJACSA), 12(7), 428-436. https://doi.org/10.14569/IJACSA.2021.0120749
The following license files are associated with this item:
Showing items related by title, author, creator and subject.
Mobile application for registration and diagnosis of respiratory diseases: a review of the scientific literature between 2010 and 2020 Flores Rodriguez, Jazmin Rosa Maria; Cabanillas-Carbonell, Michael (IEEE, 2021-01-01)Acceso abiertoABSTRACT In early 2020, an unknown aetiological pneumonia named by the World Health Organization (WHO) as COVID-19, is causing the death of millions of people around the world. At present, there is no treatment or vaccine ...
Sistema experto para el diagnóstico de enfermedades respiratorias crónicas en el distrito La Esperanza – provincia de Trujillo Arias Caballero, Victor Humberto (Universidad Privada del Norte, 2019-01-25)Acceso abiertoLa aplicación del conocimiento en diferentes contextos (industrial, biológico, informático) está ampliamente demostrado, además el conocimiento es una herramienta efectiva para solucionar los diferentes problemas cotidianos, ...
Social Cognition and Behavioral Assessments Improve the Diagnosis of Behavioral Variant of Frontotemporal Dementia in Older Peruvians With Low Educational Levels Custodio, Nilton; Montesinos, Rosa; Cruzado, Lizardo; Herrera-Perez, Eder; Failoc-Rojas, Virgilio E.; Pintado-Caipa, Maritza; Seminario G., Wendy; Cuenca, José; Gamboa, Carlos; Diaz, Monica M. (Frontiers Editorial, 2021-09-06)Acceso abiertoABSTRACT The behavioral variant of frontotemporal dementia (bvFTD), characterized by early behavioral abnormalities and late memory impairment, is a neurodegenerative disorder with a detrimental impact on patients and ...