<?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>S1684-18592022000100001</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Cómo clasificar llanto del recién nacido mediante una red neuronal supervisada]]></article-title>
<article-title xml:lang="en"><![CDATA[How to classify newborn cry through a supervised neural network]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Escobedo Beceiro]]></surname>
<given-names><![CDATA[Daniel Isac]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Benitez Labori]]></surname>
<given-names><![CDATA[Guillermo Javier]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cano Ortiz]]></surname>
<given-names><![CDATA[Sergio Daniel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Capdevila Bravo]]></surname>
<given-names><![CDATA[Leonardo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Delgado Guerra]]></surname>
<given-names><![CDATA[Guillermo Modesto]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidad de Oriente Patricio Lumumba s/n ]]></institution>
<addr-line><![CDATA[ Santiago de Cuba]]></addr-line>
<country>Cuba</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Empresa de Aplicaciones Informáticas Desoft  ]]></institution>
<addr-line><![CDATA[Ampliación de Fomento Santiago de Cuba]]></addr-line>
<country>Cuba</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidad de Oriente Centro de Estudios de Neurociencias, Procesamiento de Imágenes y Señales ]]></institution>
<addr-line><![CDATA[ Santiago de Cuba]]></addr-line>
<country>Cuba</country>
</aff>
<aff id="Af4">
<institution><![CDATA[,Ministerio de Salud Pública Hogar Materno Este de Recuperación Nutricional ]]></institution>
<addr-line><![CDATA[Terraza Vista Alegre Santiago de Cuba]]></addr-line>
<country>Cuba</country>
</aff>
<aff id="Af5">
<institution><![CDATA[,Hospital General Juan Bruno Zayas Alfonso  ]]></institution>
<addr-line><![CDATA[Reparto Pastorita Santiago de Cuba]]></addr-line>
<country>Cuba</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>06</month>
<year>2022</year>
</pub-date>
<volume>14</volume>
<numero>1</numero>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_arttext&amp;pid=S1684-18592022000100001&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_abstract&amp;pid=S1684-18592022000100001&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.sld.cu/scielo.php?script=sci_pdf&amp;pid=S1684-18592022000100001&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN El llanto es una vía de comunicación del recién nacido con el medio circundante. Investigaciones acerca del llanto infantil han correlacionado características acústicas de éste con patologías, demostrándose que el llanto puede reflejar la integridad neurofisiológica del niño y dar una medida de su interacción con el ambiente y su desarrollo cognitivo y social. Esta contribución muestra cómo clasificar el llanto de neonatos con hipoxia y de un grupo de control, en normal o patológico, a través de una red neuronal artificial supervisada. Para implementar la red neuronal se aprovechan las posibilidades de la plataforma MATLAB®. El diseño y estructuración de la red considera algoritmo de aprendizaje o entrenamiento, iteraciones, pruebas e intervalos de clasificación, obteniéndose arquitectura y topología, y funcionalidades de la red neuronal que en la generalización proporciona la mejor clasificación. En el trabajo se aplica el método de selección de casos, el método acústico para extraer parámetros cuantitativos de la señal de llanto en tiempo, intensidad y frecuencia, así como métodos vinculados con el diseño, implementación y validación, con pruebas diagnósticas, de la red neuronal artificial obtenida para cumplir el objetivo del trabajo que es la generación de clases (clasificación del llanto). Con precisión del resultado de clasificación del 90 % se está en condición de concebir una solución informática (agregando interfaz para interactuar con base de datos) para ayudar complementariamente al diagnóstico médico no invasivo usando el llanto del neonato provocado ante dolor.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT Cry from newborn (0-28 days) is a way of communication for the interaction with surrounding world. Infant cry researches provide information that correlate among cries acoustic features with pathologies. It has been demonstrated that the infant cry is able to reflect child neurophysiology integrity and give meaning from newborn interaction with environment, also cognitive and social development from child. This contribution shows how to classify the cry of neonates with hypoxia and of a control group, into normal or pathological, through a supervised artificial neural network. Network implementation makes use of MATLAB® platform possibilities. Design and structuring of network take into consideration aspects as training algorithm, iterations, tests and classification intervals. All these referred aspects give as result an architectural, topology and functionalities from neural network able to classify cry in generalization stage offering good outcome. Different methods are applied in this paper as selection of cases, acoustic methods in order to obtain quantitative parameters from cry signals (in time, intensity and frequency domain). Methods related with design, implementation and validation (diagnostic test) of an artificial neural network able to carry out the goal of this paper (classification of cry) are used. With accuracy results in cry classification about 90 %, authors get ready conditions for an informatic solution (with addition of interface for data base interaction) for help as a non-invasive complement to medical diagnosis using cry from neonate induced by pain.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[análisis del llanto infantil]]></kwd>
<kwd lng="es"><![CDATA[clasificación del llanto]]></kwd>
<kwd lng="es"><![CDATA[red neuronal artificial]]></kwd>
<kwd lng="es"><![CDATA[red neuronal supervisada]]></kwd>
<kwd lng="es"><![CDATA[backpropagation]]></kwd>
<kwd lng="en"><![CDATA[infant cry analysis]]></kwd>
<kwd lng="en"><![CDATA[cry classification]]></kwd>
<kwd lng="en"><![CDATA[artificial neural network]]></kwd>
<kwd lng="en"><![CDATA[supervised neural network]]></kwd>
<kwd lng="en"><![CDATA[backpropagation]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<label>1</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wasz-Höckert]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
<name>
<surname><![CDATA[Lind]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Vuorenkoski]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Partanen]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Valanne]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The infant cry a spectrographic and auditory analysis]]></article-title>
<source><![CDATA[Clinics in Devel Medicine]]></source>
<year>1968</year>
<volume>29</volume>
<page-range>1-42</page-range></nlm-citation>
</ref>
<ref id="B2">
<label>2</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escobedo Beceiro]]></surname>
<given-names><![CDATA[DI]]></given-names>
</name>
</person-group>
<source><![CDATA[Análisis acústico del llanto del niño recién nacido orientado al diagnóstico de patología en su neurodesarrollo debido a Hipoxia]]></source>
<year>2006</year>
<publisher-loc><![CDATA[Santiago de Cuba ]]></publisher-loc>
<publisher-name><![CDATA[Universidad de Oriente]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B3">
<label>3</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escobedo Beceiro]]></surname>
<given-names><![CDATA[DI]]></given-names>
</name>
</person-group>
<source><![CDATA[Análisis acústico del llanto del niño recién nacido: Una metodología]]></source>
<year>2018</year>
<publisher-loc><![CDATA[Riga, Letonia ]]></publisher-loc>
<publisher-name><![CDATA[Editorial Académica Española. OmniScriptum Publishing Group]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B4">
<label>4</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Vuorenkoski]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Lind]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Partanen]]></surname>
<given-names><![CDATA[TJ]]></given-names>
</name>
<name>
<surname><![CDATA[Lejeune]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Lafourcade]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Wasz-Höckert]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Spectrographic analysis of cries from children with Maladie du Cri du Chat]]></article-title>
<source><![CDATA[Annls Paediat Fenn]]></source>
<year>1966</year>
<volume>12</volume>
<page-range>174-80</page-range></nlm-citation>
</ref>
<ref id="B5">
<label>5</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lind]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Vuorenkoski]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Rosberg]]></surname>
<given-names><![CDATA[G]]></given-names>
</name>
<name>
<surname><![CDATA[Partanen]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Wasz-Höckert]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Spectrographic analysis of vocal response to pain stimuli in infants with Down´s Syndrome]]></article-title>
<source><![CDATA[Devel Med Child Neurol]]></source>
<year>1970</year>
<volume>12</volume>
<page-range>478-86</page-range></nlm-citation>
</ref>
<ref id="B6">
<label>6</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Koivisto]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Wasz-Höckert]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
<name>
<surname><![CDATA[Vuorenkoski]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Partanen]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Lind]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cry studies in neonatal hyperbilirubinaemia]]></article-title>
<source><![CDATA[Acta Paediatr Scand Suppl]]></source>
<year>1970</year>
<volume>206</volume>
<page-range>26-7</page-range></nlm-citation>
</ref>
<ref id="B7">
<label>7</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Michelsson]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Sirviö]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Cry analysis in herpes encephalitis]]></article-title>
<source><![CDATA[Proceedings of the 5th Scand Congr Perinat Med]]></source>
<year>1975</year>
</nlm-citation>
</ref>
<ref id="B8">
<label>8</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Michelsson]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<source><![CDATA[Cry analysis of symptomless low birth weight neonates and of asphyxiated newborn infants]]></source>
<year>1971</year>
<publisher-name><![CDATA[Acta Paediatr Scand]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B9">
<label>9</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Michelsson]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Sirviö]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Wasz-Höckert]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Pain cry in full-term asphyxiated newborn infants correlated with late findings]]></article-title>
<source><![CDATA[Acta Paediatr Scand]]></source>
<year>1977</year>
<volume>66</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>611-6</page-range></nlm-citation>
</ref>
<ref id="B10">
<label>10</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Karelitz]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Fisichelli]]></surname>
<given-names><![CDATA[VR]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The cry thresholds of normal infants and those with brain damage]]></article-title>
<source><![CDATA[J Pediat]]></source>
<year>1962</year>
<volume>61</volume>
<page-range>679-85</page-range></nlm-citation>
</ref>
<ref id="B11">
<label>11</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lind]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Wasz-Höckert]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
<name>
<surname><![CDATA[Vuorenkoski]]></surname>
<given-names><![CDATA[V]]></given-names>
</name>
<name>
<surname><![CDATA[Valanne]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The vocalization of a newborn, brain-damaged child]]></article-title>
<source><![CDATA[Annals Paediat Fenn]]></source>
<year>1965</year>
<volume>11</volume>
<page-range>32-7</page-range></nlm-citation>
</ref>
<ref id="B12">
<label>12</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sirviö]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
<name>
<surname><![CDATA[Michelsson]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Sound-spectrographic cry analysis of normal and abnormal newborn infants]]></article-title>
<source><![CDATA[Folia phoniat]]></source>
<year>1976</year>
<volume>28</volume>
<page-range>161-73</page-range></nlm-citation>
</ref>
<ref id="B13">
<label>13</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Michelsson]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Wasz-Höckert]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The value of cry analysis in neonatology and early infancy]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Murry]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Murry]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Infant Communication: Cry and Early Speech]]></source>
<year>1980</year>
<page-range>152-82</page-range><publisher-loc><![CDATA[Houston ]]></publisher-loc>
<publisher-name><![CDATA[College-Hill Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B14">
<label>14</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wasz-Höckert]]></surname>
<given-names><![CDATA[O]]></given-names>
</name>
<name>
<surname><![CDATA[Michelsson]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Lind]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Twenty-five years of scandinavian cry research]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Lester]]></surname>
<given-names><![CDATA[BM]]></given-names>
</name>
<name>
<surname><![CDATA[Boukydis]]></surname>
<given-names><![CDATA[CFZ]]></given-names>
</name>
</person-group>
<source><![CDATA[Infant Crying: Theoretical and Research Perspectives]]></source>
<year>1985</year>
<page-range>83-104</page-range><publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[Plenum Publishing Corporation]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B15">
<label>15</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pinyerd]]></surname>
<given-names><![CDATA[BJ]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Infant cries physiology and assessment]]></article-title>
<source><![CDATA[Neonatal Network]]></source>
<year>1994</year>
<volume>13</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>15-20</page-range></nlm-citation>
</ref>
<ref id="B16">
<label>16</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Coello]]></surname>
<given-names><![CDATA[FE]]></given-names>
</name>
<name>
<surname><![CDATA[Regüeiferos]]></surname>
<given-names><![CDATA[PL]]></given-names>
</name>
<name>
<surname><![CDATA[Capdevila]]></surname>
<given-names><![CDATA[BL]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Rising shift of pitch frequency in the infant cry of some pathologic cases]]></article-title>
<source><![CDATA[2nd Int. Workshop on Models and Analysis of Vocal Emissions for Biomedical Applications]]></source>
<year>2001</year>
<page-range>84-90</page-range><publisher-loc><![CDATA[Firenze ]]></publisher-loc>
<publisher-name><![CDATA[Firenze University Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B17">
<label>17</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Sanabria]]></surname>
<given-names><![CDATA[MF]]></given-names>
</name>
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Marañón]]></surname>
<given-names><![CDATA[REJ]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Adaptación del diagrama de bloques de un algoritmo para la extracción de la frecuencia fundamental en el llanto infantil]]></article-title>
<source><![CDATA[Revista Electrónica Ciencia en su PC]]></source>
<year>2009</year>
<numero>2</numero>
<issue>2</issue>
<page-range>50-60</page-range></nlm-citation>
</ref>
<ref id="B18">
<label>18</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Murry]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Perceptual and acoustic characteristics of infant cry types]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Murry]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
<name>
<surname><![CDATA[Murry]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[Infant Communication: Cry and Early Speech]]></source>
<year>1980</year>
<page-range>251-71</page-range><publisher-loc><![CDATA[Houston ]]></publisher-loc>
<publisher-name><![CDATA[College-Hill Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B19">
<label>19</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lester]]></surname>
<given-names><![CDATA[BM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Developmental outcome prediction from acoustic cry analysis in term and preterm infants]]></article-title>
<source><![CDATA[Pediatrics]]></source>
<year>1987</year>
<volume>80</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>529-34</page-range></nlm-citation>
</ref>
<ref id="B20">
<label>20</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Mende]]></surname>
<given-names><![CDATA[W]]></given-names>
</name>
<name>
<surname><![CDATA[Wermke]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Schindler]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Wilzopolski]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Höck]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Variability of the cry melody and the melody spectrum as indicators for certain CNS disorders]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Evans]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Kirkland]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Maclean]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
</person-group>
<source><![CDATA[Early Child Development and Care]]></source>
<year>1990</year>
<page-range>95-107</page-range></nlm-citation>
</ref>
<ref id="B21">
<label>21</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Petroni]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
<name>
<surname><![CDATA[Malowany]]></surname>
<given-names><![CDATA[AS]]></given-names>
</name>
<name>
<surname><![CDATA[Johnston]]></surname>
<given-names><![CDATA[CC]]></given-names>
</name>
<name>
<surname><![CDATA[Stevens]]></surname>
<given-names><![CDATA[BJ]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Classification of infant cry vocalizations using Artificial Neural Networks (ANNs)]]></article-title>
<source><![CDATA[Int Conf on Acoustic, Speech and Signal Processing. ICASSP-95]]></source>
<year>1995</year>
<page-range>3475-8</page-range><publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B22">
<label>22</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Schönweiler]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Kaese]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Möller]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Rinscheid]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Ptok]]></surname>
<given-names><![CDATA[M]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Neuronal networks and self-organizing maps new computer techniques in the acoustic evaluation of the infant cry]]></article-title>
<source><![CDATA[Int J Pediatr Otorhinolaryngol]]></source>
<year>1996</year>
<volume>38</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>1-11</page-range></nlm-citation>
</ref>
<ref id="B23">
<label>23</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Clasificación de unidades de llanto infantil mediante el mapa auto-organizado de Kohonen]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Alonso]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<source><![CDATA[Reconocimiento de Patrones con Redes Neuronales]]></source>
<year>2001</year>
<page-range>137-48</page-range><publisher-loc><![CDATA[Salamanca ]]></publisher-loc>
<publisher-name><![CDATA[Imprenta Catedral]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B24">
<label>24</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Lederman]]></surname>
<given-names><![CDATA[D]]></given-names>
</name>
<name>
<surname><![CDATA[Cohen]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Zmora]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
<name>
<surname><![CDATA[Wermke]]></surname>
<given-names><![CDATA[K]]></given-names>
</name>
<name>
<surname><![CDATA[Hauschildt]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Stellzig-Eisenhauer]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[On the use of hidden Markov models in infants´cry classification]]></article-title>
<source><![CDATA[The 22nd Convention of Electrical and Electronics Engineers]]></source>
<year>2002</year>
<page-range>350-2</page-range><publisher-loc><![CDATA[Israel ]]></publisher-loc>
<publisher-name><![CDATA[IEEE]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B25">
<label>25</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Orozco]]></surname>
<given-names><![CDATA[GJ]]></given-names>
</name>
<name>
<surname><![CDATA[Reyes]]></surname>
<given-names><![CDATA[GCA]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Mel-frequency cepstrum coefficients extraction from infant cry for classification of normal and pathological cry with feed-forward neural networks]]></article-title>
<source><![CDATA[Int Joint Conf on Neural Networks. Proc of the 2003]]></source>
<year>2003</year>
<page-range>3140-5</page-range><publisher-loc><![CDATA[Portland ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B26">
<label>26</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Orozco]]></surname>
<given-names><![CDATA[GJ]]></given-names>
</name>
<name>
<surname><![CDATA[Reyes]]></surname>
<given-names><![CDATA[GCA]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Detecting pathologies from infant cry applying scaled conjugate gradient neural networks]]></article-title>
<source><![CDATA[European Symposium on ANNs. ESANN 2003]]></source>
<year>2003</year>
<page-range>349-54</page-range><publisher-loc><![CDATA[Bruges ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B27">
<label>27</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Ekkel]]></surname>
<given-names><![CDATA[T]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A radial basis function network oriented for infant cry classification]]></article-title>
<source><![CDATA[Lecture Notes in Computer Science]]></source>
<year>2004</year>
<page-range>374-80</page-range><publisher-name><![CDATA[Springer-Verlag Heidelberg]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B28">
<label>28</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Reyes]]></surname>
<given-names><![CDATA[GCA]]></given-names>
</name>
<name>
<surname><![CDATA[Regüeiferos]]></surname>
<given-names><![CDATA[PL]]></given-names>
</name>
<name>
<surname><![CDATA[Capdevila]]></surname>
<given-names><![CDATA[BL]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[El enfoque multilateral para el problema de la clasificación del llanto infantil con fines diagnósticos]]></article-title>
<source><![CDATA[Revista Electrónica Ciencia en su PC]]></source>
<year>2010</year>
<numero>3</numero>
<issue>3</issue>
<page-range>96-108</page-range></nlm-citation>
</ref>
<ref id="B29">
<label>29</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Reyes]]></surname>
<given-names><![CDATA[GCA]]></given-names>
</name>
<name>
<surname><![CDATA[Reyes]]></surname>
<given-names><![CDATA[GO]]></given-names>
</name>
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Zatarain]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Barrón]]></surname>
<given-names><![CDATA[EL]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Soft computing approaches to the problem of infant cry classification with diagnostic purposes]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Melin]]></surname>
<given-names><![CDATA[P]]></given-names>
</name>
</person-group>
<source><![CDATA[Studies in Computational Intelligence: Soft Computing for Recognition Based on Biometrics]]></source>
<year>2010</year>
<page-range>3-18</page-range><publisher-loc><![CDATA[Berlin ]]></publisher-loc>
<publisher-name><![CDATA[Springer-Verlag Berlin Heidelberg]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B30">
<label>30</label><nlm-citation citation-type="">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Sanabria]]></surname>
<given-names><![CDATA[MF]]></given-names>
</name>
<name>
<surname><![CDATA[Marañón]]></surname>
<given-names><![CDATA[REJ]]></given-names>
</name>
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Zamora]]></surname>
<given-names><![CDATA[ML]]></given-names>
</name>
<name>
<surname><![CDATA[Regüeiferos]]></surname>
<given-names><![CDATA[PL]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Preclasificación de llanto infantil y pruebas preliminares de validez]]></article-title>
<source><![CDATA[I Congr Integr de las Ciencias y las Tecnologías Informáticas. Informática 2013]]></source>
<year>2013</year>
<publisher-loc><![CDATA[Santiago de Cuba ]]></publisher-loc>
</nlm-citation>
</ref>
<ref id="B31">
<label>31</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Reyes]]></surname>
<given-names><![CDATA[GCA]]></given-names>
</name>
<name>
<surname><![CDATA[Reyes]]></surname>
<given-names><![CDATA[GO]]></given-names>
</name>
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OJD]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Emergence of a new alternative on cry analysis: the fuzzy approach]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Folgueras]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
</person-group>
<source><![CDATA[V Latin Am Congr on Biomed Eng]]></source>
<year>2013</year>
<page-range>846-9</page-range><publisher-loc><![CDATA[Berlin ]]></publisher-loc>
<publisher-name><![CDATA[IFMBE Proc]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B32">
<label>32</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Sanabria]]></surname>
<given-names><![CDATA[MF]]></given-names>
</name>
<name>
<surname><![CDATA[Marañón]]></surname>
<given-names><![CDATA[REJ]]></given-names>
</name>
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Zamora]]></surname>
<given-names><![CDATA[ML]]></given-names>
</name>
<name>
<surname><![CDATA[Regüeiferos]]></surname>
<given-names><![CDATA[PL]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Clasificación del llanto del recién nacido según la frecuencia fundamental]]></article-title>
<source><![CDATA[XIV Simp Int de Com Soc. Comunicación Social: Retos y Perspectivas]]></source>
<year>2015</year>
<page-range>635-40</page-range><publisher-loc><![CDATA[Santiago de Cuba ]]></publisher-loc>
<publisher-name><![CDATA[Ediciones Centro de Lingüística Aplicada]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B33">
<label>33</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gámez De La Rosa]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Sanabria]]></surname>
<given-names><![CDATA[MF]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A software version for getting frequency shifts on infant cry pitch]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Braidot]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Hadad]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
</person-group>
<source><![CDATA[VI Latin Am Congr on Biomed Eng]]></source>
<year>2015</year>
<page-range>611-4</page-range><publisher-loc><![CDATA[Paraná ]]></publisher-loc>
<publisher-name><![CDATA[IFMBE Proc]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B34">
<label>34</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[James]]></surname>
<given-names><![CDATA[LS]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Emergencias en la sala de partos]]></article-title>
<person-group person-group-type="editor">
<name>
<surname><![CDATA[Fanaroff]]></surname>
<given-names><![CDATA[AA]]></given-names>
</name>
<name>
<surname><![CDATA[Martin]]></surname>
<given-names><![CDATA[RJ]]></given-names>
</name>
<name>
<surname><![CDATA[Merkatz]]></surname>
<given-names><![CDATA[IR]]></given-names>
</name>
</person-group>
<source><![CDATA[Enfermedades del Feto y del Recién Nacido: Perinatología-Neonatología]]></source>
<year>1977</year>
<page-range>230-50</page-range><publisher-loc><![CDATA[La Habana ]]></publisher-loc>
<publisher-name><![CDATA[Editorial Científico-Técnica]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B35">
<label>35</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kliegman]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
<name>
<surname><![CDATA[Stanton]]></surname>
<given-names><![CDATA[B]]></given-names>
</name>
<name>
<surname><![CDATA[StGemeIII]]></surname>
<given-names><![CDATA[J]]></given-names>
</name>
<name>
<surname><![CDATA[Schor]]></surname>
<given-names><![CDATA[N]]></given-names>
</name>
<name>
<surname><![CDATA[Behrman]]></surname>
<given-names><![CDATA[R]]></given-names>
</name>
</person-group>
<source><![CDATA[Nelson. Tratado de pediatría]]></source>
<year>2016</year>
<edition>20</edition>
<publisher-loc><![CDATA[Barcelona ]]></publisher-loc>
<publisher-name><![CDATA[Elsevier España]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B36">
<label>36</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Enríquez]]></surname>
<given-names><![CDATA[EV]]></given-names>
</name>
<name>
<surname><![CDATA[Berrojo]]></surname>
<given-names><![CDATA[MA]]></given-names>
</name>
</person-group>
<source><![CDATA[PCVOX, Manual de Usuario]]></source>
<year>1992</year>
<publisher-loc><![CDATA[Madrid ]]></publisher-loc>
<publisher-name><![CDATA[Escuela Técnica Superior de Ingenieros de Telecomunicación de la Universidad Politécnica de Madrid]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B37">
<label>37</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aguilera]]></surname>
<given-names><![CDATA[S]]></given-names>
</name>
<name>
<surname><![CDATA[Santos]]></surname>
<given-names><![CDATA[A]]></given-names>
</name>
<name>
<surname><![CDATA[Muñoz]]></surname>
<given-names><![CDATA[E]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[El visualizador del habla (VISHA)]]></article-title>
<source><![CDATA[INFODIDAC]]></source>
<year>1991</year>
<numero>13</numero>
<issue>13</issue>
<page-range>35-43</page-range></nlm-citation>
</ref>
<ref id="B38">
<label>38</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Socarrás]]></surname>
<given-names><![CDATA[RM]]></given-names>
</name>
</person-group>
<source><![CDATA[BPVoz, sistema computarizado para el procesamiento de la voz]]></source>
<year>1993</year>
<publisher-loc><![CDATA[Santiago de Cuba ]]></publisher-loc>
<publisher-name><![CDATA[VIII Fórum de Ciencia y Técnica de la Universidad de Oriente]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B39">
<label>39</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Soto]]></surname>
<given-names><![CDATA[LJE]]></given-names>
</name>
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Madrazo]]></surname>
<given-names><![CDATA[RR]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[BDLLANTO base de datos de llanto]]></article-title>
<source><![CDATA[V Simp Int de Com Soc]]></source>
<year>1997</year>
<page-range>228-33</page-range><publisher-loc><![CDATA[Santiago de Cuba ]]></publisher-loc>
<publisher-name><![CDATA[Impreso Universidad de Twente]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B40">
<label>40</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Sanabria]]></surname>
<given-names><![CDATA[MF]]></given-names>
</name>
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Marañón]]></surname>
<given-names><![CDATA[REJ]]></given-names>
</name>
</person-group>
<source><![CDATA[Manual de Usuario Anavoz 1.0 (Registro: 1846-2008)]]></source>
<year>2008</year>
<publisher-loc><![CDATA[Santiago de Cuba ]]></publisher-loc>
<publisher-name><![CDATA[Universidad de Oriente]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B41">
<label>41</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Sanabria]]></surname>
<given-names><![CDATA[MF]]></given-names>
</name>
<name>
<surname><![CDATA[Marañón]]></surname>
<given-names><![CDATA[REJ]]></given-names>
</name>
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
</person-group>
<source><![CDATA[Manual de Usuario Preclasificador de Llanto Infantil 1.0 (Registro: 2143-2009)]]></source>
<year>2009</year>
<publisher-loc><![CDATA[Santiago de Cuba ]]></publisher-loc>
<publisher-name><![CDATA[Universidad de Oriente]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B42">
<label>42</label><nlm-citation citation-type="book">
<collab>Martín Del Brío B.Sanz MA</collab>
<source><![CDATA[Redes Neuronales y Sistemas Difusos]]></source>
<year>2002</year>
<publisher-loc><![CDATA[Zaragoza ]]></publisher-loc>
<publisher-name><![CDATA[Ra-Ma]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B43">
<label>43</label><nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Altman]]></surname>
<given-names><![CDATA[DG]]></given-names>
</name>
<name>
<surname><![CDATA[Bland]]></surname>
<given-names><![CDATA[JM]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Statistics Notes Diagnostic tests 1, sensitivity and specificity]]></article-title>
<source><![CDATA[BMJ]]></source>
<year>1994</year>
<volume>308</volume>
<page-range>1552</page-range></nlm-citation>
</ref>
<ref id="B44">
<label>44</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Molinero]]></surname>
<given-names><![CDATA[L]]></given-names>
</name>
</person-group>
<source><![CDATA[Valoración de pruebas diagnósticas]]></source>
<year>2002</year>
<page-range>1-7</page-range><publisher-name><![CDATA[Asociación de la Sociedad Española de Hipertensión]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B45">
<label>45</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Newman]]></surname>
<given-names><![CDATA[TB]]></given-names>
</name>
<name>
<surname><![CDATA[Kohn]]></surname>
<given-names><![CDATA[MA]]></given-names>
</name>
</person-group>
<source><![CDATA[Evidence-Based Diagnosis]]></source>
<year>2009</year>
<publisher-loc><![CDATA[N.York ]]></publisher-loc>
<publisher-name><![CDATA[Cambridge University Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B46">
<label>46</label><nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Torres]]></surname>
<given-names><![CDATA[MA]]></given-names>
</name>
<name>
<surname><![CDATA[Miyar]]></surname>
<given-names><![CDATA[FI]]></given-names>
</name>
<name>
<surname><![CDATA[Diez]]></surname>
<given-names><![CDATA[RH]]></given-names>
</name>
<name>
<surname><![CDATA[Cano]]></surname>
<given-names><![CDATA[OSD]]></given-names>
</name>
<name>
<surname><![CDATA[Escobedo]]></surname>
<given-names><![CDATA[BDI]]></given-names>
</name>
<name>
<surname><![CDATA[Regüeiferos]]></surname>
<given-names><![CDATA[PL]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Una aproximación al diagnóstico del llanto infantil basado en redes neuronales supervisadas]]></article-title>
<source><![CDATA[I Taller AIRENE sobre Reconocimiento de Patrones con Redes Neuronales]]></source>
<year>1999</year>
<page-range>20-3</page-range><publisher-loc><![CDATA[Antofagasta ]]></publisher-loc>
<publisher-name><![CDATA[Universidad Católica del Norte]]></publisher-name>
</nlm-citation>
</ref>
</ref-list>
</back>
</article>
