SciELO - Scientific Electronic Library Online

 
vol.11 número1Monitorización automática de estados de sedación en señales electroencefalográficasRecursos educativos abiertos para la enseñanza aprendizaje de Matemática Superior en Tecnología de la Salud índice de autoresíndice de materiabúsqueda de artículos
Home Pagelista alfabética de revistas  

Servicios Personalizados

Revista

Articulo

Indicadores

  • No hay articulos citadosCitado por SciELO

Links relacionados

  • No hay articulos similaresSimilares en SciELO

Compartir


Revista Cubana de Informática Médica

versión On-line ISSN 1684-1859

Resumen

MORALES HERNANDEZ, Alejandro; CASAS CARDOSO, Gladys  y  GONZALEZ RODRIGUEZ, Emilio Francisco. Diagnosis of the hypertension risk in children applying Neurofuzzy Systems. RCIM [online]. 2019, vol.11, n.1, pp.33-46.  Epub 01-Jun-2019. ISSN 1684-1859.

The prevention of arterial hypertension is not always transferred to the pediatric age and many of the classification algorithms applied to its diagnosis do not offer relevant information. The aim of this paper is to diagnose the risk of hypertension in children using neurofuzzy systems. Three neurofuzzy systems were applied to the diagnosis of this disease and the experimental data were obtained by the PROCDEC project of schoolchildren in Santa Clara, Cuba. Twenty-four variables were analysed in 624 children from 8 to 11 years old, classified as normotensive and at risk of suffering hypertension. After applying the neurofuzzy systems of study, the performance of each one of them was evaluated and the rules generated during the training of the best were analysed. It was determined that the NSLV algorithm provides a set of rules that facilitate the diagnosis of high blood pressure risk in children.

Palabras clave : diagnosis; neurofuzzy system; arterial hypertension; paediatrics.

        · resumen en Español     · texto en Español     · Español ( pdf )