<?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>1812-9528</journal-id>
<journal-title><![CDATA[Memorias del Instituto de Investigaciones en Ciencias de la Salud]]></journal-title>
<abbrev-journal-title><![CDATA[Mem. Inst. Investig. Cienc. Salud]]></abbrev-journal-title>
<issn>1812-9528</issn>
<publisher>
<publisher-name><![CDATA[Instituto de Investigaciones en Ciencias de la Salud]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S1812-95282026000100201</article-id>
<article-id pub-id-type="doi">10.18004/mem.iics/1812-9528/2026.e24122601</article-id>
<title-group>
<article-title xml:lang="es"><![CDATA[Desempeño diagnóstico y reproducibilidad de un pulsioxímetro con algoritmos de inteligencia artificial en pacientes con apnea obstructiva del sueño en el Hospital General de Luque]]></article-title>
<article-title xml:lang="en"><![CDATA[Diagnostic performance and reproducibility of a pulse oximeter with artificial intelligence algorithms in patients with obstructive sleep apnea at the Luque General Hospital]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Pérez Bejarano]]></surname>
<given-names><![CDATA[Domingo]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Ruiz Díaz]]></surname>
<given-names><![CDATA[Antonio]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cuenca]]></surname>
<given-names><![CDATA[Elisa]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Cristaldo]]></surname>
<given-names><![CDATA[Natalia]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[González]]></surname>
<given-names><![CDATA[Sandra]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Lemir]]></surname>
<given-names><![CDATA[Raquel]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Ministerio de Salud Pública y Bienestar Social Hospital General de Luque Neumología]]></institution>
<addr-line><![CDATA[Luque ]]></addr-line>
<country>Paraguay</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Centro Médico La Costa  ]]></institution>
<addr-line><![CDATA[Asunción ]]></addr-line>
<country>Paraguay</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>00</month>
<year>2026</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>00</month>
<year>2026</year>
</pub-date>
<volume>24</volume>
<numero>1</numero>
<fpage>201</fpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://scielo.iics.una.py/scielo.php?script=sci_arttext&amp;pid=S1812-95282026000100201&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.iics.una.py/scielo.php?script=sci_abstract&amp;pid=S1812-95282026000100201&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://scielo.iics.una.py/scielo.php?script=sci_pdf&amp;pid=S1812-95282026000100201&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN La apnea obstructiva del sueño (AOS) es un trastorno frecuente y subdiagnosticado, especialmente en contextos con recursos limitados como Paraguay, donde la polisomnografía &#8212;estándar diagnóstico&#8212; no está disponible en el sistema público. Ante esta brecha, se evaluó el desempeño diagnóstico y la reproducibilidad de un pulsioxímetro de muñeca con algoritmos de inteligencia artificial (BM2000A Wrist Pulse Oximeter®) en comparación con un polígrafo respiratorio domiciliario (SleepFairy®). Se realizó un estudio prospectivo entre 2018 y 2023 en el Hospital General de Luque, incluyendo 84 adultos reclutados por conveniencia, excluyendo a quienes no completaron al menos 4 horas de registro. Se compararon variables como el índice de apnea-hipopnea (IAH), saturación media de oxígeno (SpO2), índice de desaturación (IDO), tiempo con SpO2 &lt;90% y frecuencia cardíaca, registradas durante dos noches consecutivas. Los resultados mostraron un excelente desempeño del pulsioxímetro para detectar AOS moderada-severa (IAH &#8805;15/h): sensibilidad del 100%, especificidad del 96,4% y AUC de 0,98. La reproducibilidad fue alta (kappa = 0,77 para IAH &#8805;15/h; r = 0,94 entre noches). En cambio, su utilidad fue limitada para AOS leve (IAH &#8805;5/h), con AUC de 0,69. Estos hallazgos sugieren que el dispositivo es una herramienta viable y costo-efectiva para cribado y diagnóstico de casos graves en entornos con escasos recursos, aunque no sustituye a pruebas más completas en formas leves o pacientes con comorbilidades complejas.]]></p></abstract>
<abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT Obstructive sleep apnea (OSA) is a common yet underdiagnosed disorder, particularly in resource-limited settings such as Paraguay, where polysomnography&#8212;the diagnostic gold standard&#8212;is unavailable in the public health system. To address this gap, we evaluated the diagnostic performance and reproducibility of a wrist-worn pulse oximeter equipped with artificial intelligence algorithms (BM2000A Wrist Pulse Oximeter®) against a home respiratory polygraph (SleepFairy®). A prospective study was conducted between 2018 and 2023 at Luque General Hospital, enrolling 84 adults selected by convenience sampling, excluding those with incomplete recordings (&lt;4 hours). Variables including the apnea-hypopnea index (AHI), mean oxygen saturation (SpO2), oxygen desaturation index (ODI), time with SpO2 &lt;90%, and heart rate were recorded over two consecutive nights. The oximeter demonstrated excellent performance in detecting moderate-to-severe OSA (AHI &#8805;15/h): sensitivity of 100%, specificity of 96.4%, and an AUC of 0.98. Reproducibility was high (kappa = 0.77 for AHI &#8805;15/h; r = 0.94 between nights). However, its accuracy was limited for mild OSA (AHI &#8805;5/h), with an AUC of 0.69. These findings suggest that the device is a viable, cost-effective tool for screening and diagnosing moderate-to-severe OSA in low-resource environments, though it should not replace more comprehensive testing in mild cases or patients with complex comorbidities.]]></p></abstract>
<kwd-group>
<kwd lng="es"><![CDATA[apnea obstructiva del sueño]]></kwd>
<kwd lng="es"><![CDATA[oximetría]]></kwd>
<kwd lng="es"><![CDATA[inteligencia artificial]]></kwd>
<kwd lng="es"><![CDATA[reproducibilidad de los resultados]]></kwd>
<kwd lng="es"><![CDATA[polisomnografía]]></kwd>
<kwd lng="en"><![CDATA[sleep apnea, obstructive]]></kwd>
<kwd lng="en"><![CDATA[oximetry]]></kwd>
<kwd lng="en"><![CDATA[artificial intelligence]]></kwd>
<kwd lng="en"><![CDATA[reproducibility of results]]></kwd>
<kwd lng="en"><![CDATA[polysomnography]]></kwd>
</kwd-group>
</article-meta>
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