{"id":62025,"date":"2025-12-08T17:27:36","date_gmt":"2025-12-08T16:27:36","guid":{"rendered":"https:\/\/carlosoconnor.es\/?p=62025"},"modified":"2025-12-08T17:27:37","modified_gmt":"2025-12-08T16:27:37","slug":"revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos","status":"publish","type":"post","link":"https:\/\/carlosoconnor.es\/en\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/","title":{"rendered":"Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS"},"content":{"rendered":"<p> Una investigaci\u00f3n recientemente publicada bajo el t\u00edtulo Application of artificial intelligence for the detection of obstructive sleep apnea based on clinical and demographic data \u2014que revisa m\u00faltiples estudios entre 2014 y 2024\u2014, donde se analiza la eficacia de modelos de IA que utilizan variables demogr\u00e1ficas y cl\u00ednicas (edad, \u00edndice de masa corporal, circunferencia del cuello, presencia de comorbilidades, entre otras) para predecir la probabilidad de AOS. Ese an\u00e1lisis incluy\u00f3 26 trabajos que cumpl\u00edan con criterios de validaci\u00f3n frente a pruebas de sue\u00f1o tradicionales (polisomnograf\u00eda o poligraf\u00eda cardiorrespiratoria). Los algoritmos m\u00e1s utilizados fueron \u00e1rboles de decisi\u00f3n, m\u00e1quinas de soporte vectorial y redes neuronales.<\/p>\n\n\n\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;<\/p>\n\n\n\n<p> A recently published study, \u00abApplication of artificial intelligence for the detection of obstructive sleep apnea based on clinical and demographic data\u00bb\u2014which reviews multiple studies conducted between 2014 and 2024\u2014analyzes the effectiveness of AI models that use demographic and clinical variables (age, body mass index, neck circumference, presence of comorbidities, among others) to predict the likelihood of obstructive sleep apnea (OSA). This analysis included 26 studies that met validation criteria against traditional sleep tests (polysomnography or cardiorespiratory polygraphy). The most frequently used algorithms were decision trees, support vector machines, and neural networks.<\/p>\n\n\n\n<p>Link: <a href=\"https:\/\/www.ellitoral.com\/vivi-mejor-sf\/apnea-ia-sueno-diagnostico-inteligencia-cardiovascular-diagnostico-tecnologia_0_Wm23TOSZSL.html\">https:\/\/www.ellitoral.com\/vivi-mejor-sf\/apnea-ia-sueno-diagnostico-inteligencia-cardiovascular-diagnostico-tecnologia_0_Wm23TOSZSL.html<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"168\" src=\"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg\" alt=\"images (49)\" class=\"wp-image-62026\" style=\"width:578px;height:auto\" srcset=\"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg 300w, https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49-18x10.jpg 18w, https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49-270x152.jpg 270w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption class=\"wp-element-caption\">images (49)<\/figcaption><\/figure>","protected":false},"excerpt":{"rendered":"<p>Una investigaci\u00f3n recientemente publicada bajo el t\u00edtulo Application of artificial intelligence for the detection of obstructive sleep apnea based on clinical and demographic data \u2014que revisa m\u00faltiples estudios entre 2014&hellip;<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-62025","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS - Carlos O&#039;Connor<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/carlosoconnor.es\/en\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS - Carlos O&#039;Connor\" \/>\n<meta property=\"og:description\" content=\"Una investigaci\u00f3n recientemente publicada bajo el t\u00edtulo Application of artificial intelligence for the detection of obstructive sleep apnea based on clinical and demographic data \u2014que revisa m\u00faltiples estudios entre 2014&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/carlosoconnor.es\/en\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/\" \/>\n<meta property=\"og:site_name\" content=\"Carlos O&#039;Connor\" \/>\n<meta property=\"article:published_time\" content=\"2025-12-08T16:27:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-08T16:27:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"168\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"gestion\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"gestion\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/\"},\"author\":{\"name\":\"gestion\",\"@id\":\"https:\/\/carlosoconnor.es\/#\/schema\/person\/c879dbc2b732eaa32429f50dfbd0a949\"},\"headline\":\"Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS\",\"datePublished\":\"2025-12-08T16:27:36+00:00\",\"dateModified\":\"2025-12-08T16:27:37+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/\"},\"wordCount\":232,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/carlosoconnor.es\/#organization\"},\"image\":{\"@id\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg\",\"articleSection\":[\"Uncategorized\"],\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/\",\"url\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/\",\"name\":\"Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS - Carlos O&#039;Connor\",\"isPartOf\":{\"@id\":\"https:\/\/carlosoconnor.es\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg\",\"datePublished\":\"2025-12-08T16:27:36+00:00\",\"dateModified\":\"2025-12-08T16:27:37+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#primaryimage\",\"url\":\"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg\",\"contentUrl\":\"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\/\/carlosoconnor.es\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/carlosoconnor.es\/#website\",\"url\":\"https:\/\/carlosoconnor.es\/\",\"name\":\"Carlos O&#039;Connor\",\"description\":\"Dr. Carlos O&#039;Connor Reina - Otorrinolaring\u00f3logo\",\"publisher\":{\"@id\":\"https:\/\/carlosoconnor.es\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/carlosoconnor.es\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-GB\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/carlosoconnor.es\/#organization\",\"name\":\"Carlos O&#039;Connor\",\"url\":\"https:\/\/carlosoconnor.es\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-GB\",\"@id\":\"https:\/\/carlosoconnor.es\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/07\/cropped-logo-wide.png\",\"contentUrl\":\"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/07\/cropped-logo-wide.png\",\"width\":241,\"height\":50,\"caption\":\"Carlos O&#039;Connor\"},\"image\":{\"@id\":\"https:\/\/carlosoconnor.es\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/carlosoconnor.es\/#\/schema\/person\/c879dbc2b732eaa32429f50dfbd0a949\",\"name\":\"gestion\",\"sameAs\":[\"https:\/\/www.ycomieronperdices.net\/temp\/oconnor2025\"],\"url\":\"https:\/\/carlosoconnor.es\/en\/author\/gestion\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS - Carlos O&#039;Connor","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/carlosoconnor.es\/en\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/","og_locale":"en_GB","og_type":"article","og_title":"Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS - Carlos O&#039;Connor","og_description":"Una investigaci\u00f3n recientemente publicada bajo el t\u00edtulo Application of artificial intelligence for the detection of obstructive sleep apnea based on clinical and demographic data \u2014que revisa m\u00faltiples estudios entre 2014&hellip;","og_url":"https:\/\/carlosoconnor.es\/en\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/","og_site_name":"Carlos O&#039;Connor","article_published_time":"2025-12-08T16:27:36+00:00","article_modified_time":"2025-12-08T16:27:37+00:00","og_image":[{"width":300,"height":168,"url":"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg","type":"image\/jpeg"}],"author":"gestion","twitter_card":"summary_large_image","twitter_misc":{"Written by":"gestion","Estimated reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#article","isPartOf":{"@id":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/"},"author":{"name":"gestion","@id":"https:\/\/carlosoconnor.es\/#\/schema\/person\/c879dbc2b732eaa32429f50dfbd0a949"},"headline":"Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS","datePublished":"2025-12-08T16:27:36+00:00","dateModified":"2025-12-08T16:27:37+00:00","mainEntityOfPage":{"@id":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/"},"wordCount":232,"commentCount":0,"publisher":{"@id":"https:\/\/carlosoconnor.es\/#organization"},"image":{"@id":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#primaryimage"},"thumbnailUrl":"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg","articleSection":["Uncategorized"],"inLanguage":"en-GB","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/","url":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/","name":"Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS - Carlos O&#039;Connor","isPartOf":{"@id":"https:\/\/carlosoconnor.es\/#website"},"primaryImageOfPage":{"@id":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#primaryimage"},"image":{"@id":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#primaryimage"},"thumbnailUrl":"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg","datePublished":"2025-12-08T16:27:36+00:00","dateModified":"2025-12-08T16:27:37+00:00","breadcrumb":{"@id":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/"]}]},{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#primaryimage","url":"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg","contentUrl":"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/12\/images-49.jpg"},{"@type":"BreadcrumbList","@id":"https:\/\/carlosoconnor.es\/revision-de-varios-estudios-sobre-aplicacion-de-ia-en-la-deteccion-de-aos\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/carlosoconnor.es\/"},{"@type":"ListItem","position":2,"name":"Revisi\u00f3n de varios estudios sobre aplicaci\u00f3n de IA en la detecci\u00f3n de AOS"}]},{"@type":"WebSite","@id":"https:\/\/carlosoconnor.es\/#website","url":"https:\/\/carlosoconnor.es\/","name":"Carlos O&#039;Connor","description":"Dr. Carlos O&#039;Connor Reina - Otorrinolaring\u00f3logo","publisher":{"@id":"https:\/\/carlosoconnor.es\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/carlosoconnor.es\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-GB"},{"@type":"Organization","@id":"https:\/\/carlosoconnor.es\/#organization","name":"Carlos O&#039;Connor","url":"https:\/\/carlosoconnor.es\/","logo":{"@type":"ImageObject","inLanguage":"en-GB","@id":"https:\/\/carlosoconnor.es\/#\/schema\/logo\/image\/","url":"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/07\/cropped-logo-wide.png","contentUrl":"https:\/\/carlosoconnor.es\/wp-content\/uploads\/2025\/07\/cropped-logo-wide.png","width":241,"height":50,"caption":"Carlos O&#039;Connor"},"image":{"@id":"https:\/\/carlosoconnor.es\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/carlosoconnor.es\/#\/schema\/person\/c879dbc2b732eaa32429f50dfbd0a949","name":"gestion","sameAs":["https:\/\/www.ycomieronperdices.net\/temp\/oconnor2025"],"url":"https:\/\/carlosoconnor.es\/en\/author\/gestion\/"}]}},"_links":{"self":[{"href":"https:\/\/carlosoconnor.es\/en\/wp-json\/wp\/v2\/posts\/62025","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/carlosoconnor.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/carlosoconnor.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/carlosoconnor.es\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/carlosoconnor.es\/en\/wp-json\/wp\/v2\/comments?post=62025"}],"version-history":[{"count":1,"href":"https:\/\/carlosoconnor.es\/en\/wp-json\/wp\/v2\/posts\/62025\/revisions"}],"predecessor-version":[{"id":62027,"href":"https:\/\/carlosoconnor.es\/en\/wp-json\/wp\/v2\/posts\/62025\/revisions\/62027"}],"wp:attachment":[{"href":"https:\/\/carlosoconnor.es\/en\/wp-json\/wp\/v2\/media?parent=62025"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/carlosoconnor.es\/en\/wp-json\/wp\/v2\/categories?post=62025"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/carlosoconnor.es\/en\/wp-json\/wp\/v2\/tags?post=62025"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}