{"id":8587,"date":"2026-07-20T17:32:29","date_gmt":"2026-07-20T15:32:29","guid":{"rendered":"https:\/\/www.connectequipe.com\/?p=8587"},"modified":"2026-07-20T17:53:40","modified_gmt":"2026-07-20T15:53:40","slug":"inteligencia-artificial-y-gestion-del-riesgo-clinico-de-las-vias-asistenciales-a-la-prevencion","status":"publish","type":"post","link":"https:\/\/www.connectequipe.com\/es\/2026\/07\/20\/inteligencia-artificial-y-gestion-del-riesgo-clinico-de-las-vias-asistenciales-a-la-prevencion\/","title":{"rendered":"Inteligencia\u00a0Artificial\u00a0y\u00a0gesti\u00f3n\u00a0del\u00a0riesgo\u00a0cl\u00ednico: de\u00a0las\u00a0v\u00edas\u00a0asistenciales\u00a0a la\u00a0prevenci\u00f3n\u00a0"},"content":{"rendered":"<p><span data-contrast=\"auto\">El\u00a0martes\u00a0<\/span><b><span data-contrast=\"auto\">7 de\u00a0julio\u00a0de 2026<\/span><\/b><span data-contrast=\"auto\">,\u00a0<\/span><b><span data-contrast=\"auto\">Giancarlo Stoppani,\u00a0fundador\u00a0y presidente del\u00a0Grupo\u00a0Connect<\/span><\/b><span data-contrast=\"auto\">,\u00a0particip\u00f3\u00a0en\u00a0el\u00a0evento\u00a0<\/span><b><span data-contrast=\"auto\">AITO x Health<\/span><\/b><span data-contrast=\"auto\">\u00a0con una\u00a0ponencia\u00a0dedicada\u00a0a la\u00a0aplicaci\u00f3n\u00a0de la\u00a0<\/span><b><span data-contrast=\"auto\">Inteligencia\u00a0Artificial\u00a0a la\u00a0gesti\u00f3n\u00a0del\u00a0riesgo\u00a0cl\u00ednico<\/span><\/b><span data-contrast=\"auto\">\u00a0y\u00a0a la\u00a0monitorizaci\u00f3n\u00a0de\u00a0los\u00a0<\/span><b><span data-contrast=\"auto\">Itinerarios\u00a0Diagn\u00f3stico-Terap\u00e9utico-Asistenciales,\u00a0denominados\u00a0PDTA en\u00a0el\u00a0sistema sanitario italiano<\/span><\/b><span data-contrast=\"auto\">.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Durante su\u00a0intervenci\u00f3n,\u00a0intercambi\u00f3\u00a0perspectivas\u00a0con\u00a0el\u00a0<\/span><b><span data-contrast=\"auto\">Dr. Claudio Martini, director\u00a0m\u00e9dico\u00a0de la\u00a0Azienda\u00a0Ospedaliero\u00a0Universitaria\u00a0delle\u00a0Marche\u00a0<\/span><\/b><span data-contrast=\"auto\">(hospital universitario de la regi\u00f3n de Marche, Italia), con\u00a0quien\u00a0mantiene una\u00a0colaboraci\u00f3n\u00a0que\u00a0integra\u00a0experiencia\u00a0cl\u00ednica,\u00a0conocimiento\u00a0de los\u00a0procesos\u00a0hospitalarios\u00a0e\u00a0innovaci\u00f3n\u00a0tecnol\u00f3gica.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559685&quot;:0,&quot;335559737&quot;:0,&quot;335559738&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:278}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">El\u00a0proyecto\u00a0parte de una\u00a0premisa\u00a0concreta: gran parte de la\u00a0informaci\u00f3n\u00a0necesaria\u00a0para identificar y mitigar\u00a0situaciones\u00a0de\u00a0riesgo\u00a0ya\u00a0se\u00a0encuentra\u00a0disponible\u00a0en\u00a0los\u00a0sistemas\u00a0de\u00a0informaci\u00f3n\u00a0sanitaria. El verdadero reto consiste en\u00a0relacionarla, interpretarla y\u00a0ponerla\u00a0a\u00a0disposici\u00f3n\u00a0de\u00a0los\u00a0profesionales\u00a0cuando\u00a0todav\u00eda\u00a0es\u00a0posible\u00a0intervenir.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">Hacer\u00a0visibles\u00a0las\u00a0se\u00f1ales\u00a0de\u00a0riesgo<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">El\u00a0riesgo\u00a0cl\u00ednico\u00a0no\u00a0siempre\u00a0se origina en un\u00a0\u00fanico\u00a0error\u00a0claramente\u00a0identificable.\u00a0Puede\u00a0desarrollarse\u00a0de forma\u00a0progresiva\u00a0a\u00a0trav\u00e9s\u00a0de\u00a0se\u00f1ales\u00a0aparentemente\u00a0aisladas: una\u00a0prueba\u00a0realizada\u00a0con\u00a0retraso, una\u00a0prestaci\u00f3n\u00a0no\u00a0completada, un\u00a0tratamiento\u00a0no\u00a0reevaluado, una\u00a0informaci\u00f3n\u00a0que\u00a0no se comparte o un\u00a0paciente\u00a0que\u00a0interrumpe\u00a0su\u00a0seguimiento.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Los\u00a0centros\u00a0sanitarios\u00a0generan\u00a0diariamente\u00a0grandes\u00a0vol\u00famenes\u00a0de\u00a0datos\u00a0mediante\u00a0historias\u00a0cl\u00ednicas,\u00a0informes,\u00a0prescripciones,\u00a0tratamientos,\u00a0citas\u00a0y\u00a0anotaciones\u00a0profesionales. Sin embargo, esta\u00a0informaci\u00f3n\u00a0puede\u00a0quedar\u00a0distribuida\u00a0entre\u00a0diferentes\u00a0aplicaciones,\u00a0departamentos\u00a0y\u00a0etapas\u00a0del\u00a0proceso\u00a0asistencial.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">La\u00a0Inteligencia\u00a0Artificial\u00a0puede\u00a0facilitar una\u00a0lectura\u00a0continua y\u00a0coordinada\u00a0de\u00a0estos\u00a0datos,\u00a0detectando\u00a0relaciones\u00a0y\u00a0posibles\u00a0anomal\u00edas\u00a0dif\u00edciles\u00a0de identificar mediante\u00a0revisiones\u00a0exclusivamente\u00a0manuales\u00a0o\u00a0retrospectivas.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">El PDTA como\u00a0referencia\u00a0para la\u00a0monitorizaci\u00f3n<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">El\u00a0modelo\u00a0presentado\u00a0utiliza\u00a0el\u00a0<\/span><b><span data-contrast=\"auto\">PDTA<\/span><\/b><span data-contrast=\"auto\">\u00a0como\u00a0mapa\u00a0del itinerario\u00a0asistencial\u00a0esperado.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Estos itinerarios definen las actividades, controles, plazos y etapas organizativas previstas para el tratamiento de una determinada condici\u00f3n cl\u00ednica. Al comparar el recorrido real del paciente con el esperado, el sistema puede identificar desviaciones que requieren una evaluaci\u00f3n m\u00e1s profunda.<\/span><\/p>\n<p><span data-contrast=\"auto\">No\u00a0toda\u00a0desviaci\u00f3n\u00a0representa\u00a0necesariamente\u00a0un\u00a0error,\u00a0ya\u00a0que\u00a0las\u00a0condiciones\u00a0de cada\u00a0paciente\u00a0pueden\u00a0exigir\u00a0decisiones\u00a0cl\u00ednicas\u00a0personalizadas. Sin embargo, una\u00a0desviaci\u00f3n\u00a0que\u00a0no se\u00a0detecta\u00a0o\u00a0eval\u00faa\u00a0a\u00a0tiempo\u00a0puede\u00a0convertirse\u00a0en un\u00a0factor\u00a0de\u00a0riesgo.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">La IA\u00a0apoya;\u00a0el\u00a0profesional\u00a0decide<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">La\u00a0funci\u00f3n\u00a0de la\u00a0tecnolog\u00eda\u00a0se mantiene\u00a0claramente\u00a0diferenciada\u00a0de la\u00a0responsabilidad\u00a0de\u00a0los\u00a0profesionales\u00a0sanitarios.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">La\u00a0Inteligencia\u00a0Artificial\u00a0analiza\u00a0la\u00a0informaci\u00f3n,\u00a0relaciona\u00a0datos\u00a0procedentes\u00a0de\u00a0diferentes\u00a0fuentes, compara\u00a0el\u00a0recorrido\u00a0real\u00a0con\u00a0el\u00a0previsto y\u00a0se\u00f1ala\u00a0las\u00a0situaciones\u00a0potencialmente\u00a0relevantes. El\u00a0m\u00e9dico,\u00a0el\u00a0Risk Manager o\u00a0el\u00a0profesional\u00a0designado\u00a0interpreta\u00a0el\u00a0contexto\u00a0cl\u00ednico,\u00a0revisa\u00a0las\u00a0evidencias\u00a0y decide si es\u00a0necesario\u00a0actuar.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">La IA\u00a0analiza\u00a0y\u00a0alerta. Las\u00a0personas\u00a0eval\u00faan\u00a0y\u00a0deciden.<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">El\u00a0objetivo\u00a0no es\u00a0automatizar\u00a0el\u00a0juicio\u00a0cl\u00ednico, sino ampliar la\u00a0capacidad\u00a0de\u00a0observaci\u00f3n\u00a0de la\u00a0organizaci\u00f3n\u00a0y\u00a0ayudar\u00a0a\u00a0los\u00a0profesionales\u00a0a centrar su\u00a0atenci\u00f3n\u00a0en\u00a0los\u00a0casos\u00a0prioritarios.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h3><b><span data-contrast=\"auto\">Una\u00a0colaboraci\u00f3n\u00a0entre\u00a0sanidad\u00a0y\u00a0tecnolog\u00eda<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">El\u00a0di\u00e1logo\u00a0entre\u00a0Giancarlo Stoppani y Claudio Martini\u00a0puso\u00a0de\u00a0manifiesto\u00a0el\u00a0valor de\u00a0dise\u00f1ar\u00a0soluciones\u00a0a partir de la\u00a0realidad\u00a0hospitalaria.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">La\u00a0experiencia\u00a0cl\u00ednica\u00a0y\u00a0organizativa\u00a0permite\u00a0determinar\u00a0qu\u00e9\u00a0desviaciones\u00a0son realmente\u00a0significativas\u00a0y\u00a0qu\u00e9\u00a0informaci\u00f3n\u00a0debe\u00a0valorarse\u00a0en\u00a0el\u00a0contexto\u00a0de cada\u00a0paciente. La\u00a0innovaci\u00f3n\u00a0tecnol\u00f3gica\u00a0permite\u00a0transformar\u00a0ese\u00a0conocimiento\u00a0en\u00a0herramientas\u00a0capaces\u00a0de\u00a0analizar\u00a0de forma continua un\u00a0volumen\u00a0de\u00a0datos\u00a0que\u00a0no\u00a0podr\u00eda\u00a0gestionarse\u00a0manualmente.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">La\u00a0colaboraci\u00f3n\u00a0en\u00a0curso\u00a0busca\u00a0desarrollar\u00a0un\u00a0modelo\u00a0de\u00a0gesti\u00f3n\u00a0del\u00a0riesgo\u00a0m\u00e1s\u00a0proactivo, en\u00a0el\u00a0que\u00a0los\u00a0datos\u00a0ya\u00a0disponibles\u00a0se\u00a0conviertan\u00a0en\u00a0instrumentos\u00a0concretos\u00a0de\u00a0prevenci\u00f3n,\u00a0trazabilidad\u00a0y\u00a0apoyo\u00a0a la\u00a0toma de\u00a0decisiones.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<h3><span data-ccp-props=\"{}\">\u00a0<\/span><b><span data-contrast=\"auto\">De los datos a la prevenci\u00f3n<\/span><\/b><span data-ccp-props=\"{}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"auto\">El mensaje compartido durante AITO x Health fue claro: gran parte de la informaci\u00f3n necesaria para mejorar la seguridad asistencial ya est\u00e1 disponible dentro de las organizaciones sanitarias.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">El reto consiste en hacerla visible y \u00fatil cuando todav\u00eda puede orientar una actuaci\u00f3n preventiva.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Mediante este equilibrio entre experiencia humana y capacidad tecnol\u00f3gica, la Inteligencia Artificial puede contribuir a una gesti\u00f3n del riesgo m\u00e1s continua, temprana e integrada en los procesos asistenciales, sin sustituir el criterio ni la responsabilidad de los profesionales.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Giancarlo Stoppani present\u00f3 en AITO x Health un modelo de IA aplicado a los PDTA para reforzar la prevenci\u00f3n y la monitorizaci\u00f3n del riesgo cl\u00ednico.<\/p>\n","protected":false},"author":5,"featured_media":8585,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[307],"tags":[],"class_list":["post-8587","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analysis"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Inteligencia\u00a0Artificial\u00a0y\u00a0gesti\u00f3n\u00a0del\u00a0riesgo\u00a0cl\u00ednico: de\u00a0las\u00a0v\u00edas\u00a0asistenciales\u00a0a la\u00a0prevenci\u00f3n\u00a0<\/title>\n<meta name=\"description\" content=\"Giancarlo Stoppani present\u00f3 en AITO x Health un modelo de IA aplicado a los PDTA para reforzar la prevenci\u00f3n y la monitorizaci\u00f3n del riesgo cl\u00ednico.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.connectequipe.com\/es\/2026\/07\/20\/inteligencia-artificial-y-gestion-del-riesgo-clinico-de-las-vias-asistenciales-a-la-prevencion\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Inteligencia\u00a0Artificial\u00a0y\u00a0gesti\u00f3n\u00a0del\u00a0riesgo\u00a0cl\u00ednico: de\u00a0las\u00a0v\u00edas\u00a0asistenciales\u00a0a la\u00a0prevenci\u00f3n\u00a0\" \/>\n<meta property=\"og:description\" content=\"Giancarlo Stoppani present\u00f3 en AITO x Health un modelo de IA aplicado a los PDTA para reforzar la prevenci\u00f3n y la monitorizaci\u00f3n del riesgo cl\u00ednico.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.connectequipe.com\/es\/2026\/07\/20\/inteligencia-artificial-y-gestion-del-riesgo-clinico-de-las-vias-asistenciales-a-la-prevencion\/\" \/>\n<meta property=\"og:site_name\" content=\"Connect Equipe Healthcare\" \/>\n<meta property=\"article:published_time\" content=\"2026-07-20T15:32:29+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-20T15:53:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.connectequipe.com\/wp-content\/uploads\/2026\/07\/AI-PDTA.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Giulia Gambari\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Giulia Gambari\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.connectequipe.com\\\/es\\\/2026\\\/07\\\/20\\\/inteligencia-artificial-y-gestion-del-riesgo-clinico-de-las-vias-asistenciales-a-la-prevencion\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.connectequipe.com\\\/es\\\/2026\\\/07\\\/20\\\/inteligencia-artificial-y-gestion-del-riesgo-clinico-de-las-vias-asistenciales-a-la-prevencion\\\/\"},\"author\":{\"name\":\"Giulia Gambari\",\"@id\":\"https:\\\/\\\/www.connectequipe.com\\\/es\\\/#\\\/schema\\\/person\\\/5d065e2cfbc38382385ddde027457880\"},\"headline\":\"Inteligencia\u00a0Artificial\u00a0y\u00a0gesti\u00f3n\u00a0del\u00a0riesgo\u00a0cl\u00ednico: de\u00a0las\u00a0v\u00edas\u00a0asistenciales\u00a0a la\u00a0prevenci\u00f3n\u00a0\",\"datePublished\":\"2026-07-20T15:32:29+00:00\",\"dateModified\":\"2026-07-20T15:53:40+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.connectequipe.com\\\/es\\\/2026\\\/07\\\/20\\\/inteligencia-artificial-y-gestion-del-riesgo-clinico-de-las-vias-asistenciales-a-la-prevencion\\\/\"},\"wordCount\":753,\"publisher\":{\"@id\":\"https:\\\/\\\/www.connectequipe.com\\\/es\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.connectequipe.com\\\/es\\\/2026\\\/07\\\/20\\\/inteligencia-artificial-y-gestion-del-riesgo-clinico-de-las-vias-asistenciales-a-la-prevencion\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.connectequipe.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/AI-PDTA.jpg\",\"articleSection\":[\"Analisi dei 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