<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>1684-1859</journal-id>
<journal-title><![CDATA[Revista Cubana de Informática Médica]]></journal-title>
<abbrev-journal-title><![CDATA[RCIM]]></abbrev-journal-title>
<issn>1684-1859</issn>
<publisher>
<publisher-name><![CDATA[Universidad de Ciencias Médicas de La Habana]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1684-18592019000100033</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Diagnóstico del riesgo de hipertensión arterial en niños aplicando sistemas neuroborrosos]]></article-title>
<article-title xml:lang="en"><![CDATA[Diagnosis of the hypertension risk in children applying Neurofuzzy Systems]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Morales Hernández]]></surname>
<given-names><![CDATA[Alejandro]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Casas Cardoso]]></surname>
<given-names><![CDATA[Gladys]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González Rodríguez]]></surname>
<given-names><![CDATA[Emilio Francisco]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad Central &#8220;Marta Abreu&#8221; de Las Villas Centro de Investigaciones Informáticas Facultad de Matemática, Física y Computación]]></institution>
<addr-line><![CDATA[Villa Clara ]]></addr-line>
<country>Cuba</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidad Central &#8220;Marta Abreu&#8221; de Las Villas Facultad de Ingeniería Eléctrica Departamento de Telecomunicaciones y Electrónica]]></institution>
<addr-line><![CDATA[Villa Clara ]]></addr-line>
<country>Cuba</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2019</year>
</pub-date>
<volume>11</volume>
<numero>1</numero>
<fpage>33</fpage>
<lpage>46</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_arttext&amp;pid=S1684-18592019000100033&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_abstract&amp;pid=S1684-18592019000100033&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_pdf&amp;pid=S1684-18592019000100033&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN La prevención de la hipertensión arterial no siempre es trasladada a la edad pediátrica y muchos de los algoritmos de clasificación aplicados a su diagnóstico no ofrecen información relevante. El objetivo del presente trabajo es diagnosticar el riesgo de hipertensión arterial en niños mediante el empleo de sistemas neuroborrosos. Fueron aplicados tres sistemas neuroborrosos al diagnóstico de esta enfermedad y los datos de experimentación fueron obtenidos por el proyecto PROCDEC de escolares en Santa Clara, Cuba. Se analizaron 24 variables en 624 niños de 8 a 11 años, clasificados en normotensos y en riesgo de padecer hipertensión. Tras aplicar los sistemas neuroborrosos de estudio, se evaluó el desempeño de cada uno de ellos y se analizaron las reglas generadas durante el entrenamiento del mejor. Fue determinado que con el algoritmo NSLV se obtienen un conjunto de reglas que facilitan el diagnóstico del riesgo de hipertensión arterial en niños.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT 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.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[diagnóstico]]></kwd>
<kwd lng="es"><![CDATA[sistemas neuroborrosos]]></kwd>
<kwd lng="es"><![CDATA[hipertensión arterial]]></kwd>
<kwd lng="es"><![CDATA[pediatría]]></kwd>
<kwd lng="en"><![CDATA[diagnosis]]></kwd>
<kwd lng="en"><![CDATA[neurofuzzy system]]></kwd>
<kwd lng="en"><![CDATA[arterial hypertension]]></kwd>
<kwd lng="en"><![CDATA[paediatrics]]></kwd>
</kwd-group>
</article-meta>
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