{"id":8571,"date":"2020-11-12T15:03:43","date_gmt":"2020-11-12T15:03:43","guid":{"rendered":"https:\/\/cit.upc.edu\/intel%c2%b7ligencia-artificial-per-preveure-levolucio-de-la-covid-19-a-europa\/"},"modified":"2024-11-04T08:26:17","modified_gmt":"2024-11-04T08:26:17","slug":"ia-biocom-sc-covid-19-europa","status":"publish","type":"post","link":"https:\/\/cit.upc.edu\/es\/ia-biocom-sc-covid-19-europa\/","title":{"rendered":"Inteligencia artificial para prever la evoluci\u00f3n de la COVID-19 en Europa"},"content":{"rendered":"\n<p class=\"has-text-align-right\">12\/11\/2020<\/p>\n\n\n\n<p><strong>El grupo\u00a0de investigaci\u00f3n de\u00a0<a target=\"_blank\" target=\"_blank\" href=\"https:\/\/biocomsc.upc.edu\/en\">Biolog\u00eda Computacional y Sistemas Complejos (BIOCOM-SC)<\/a>\u00a0de la UPC\u00a0trabajar\u00e1 en colaboraci\u00f3n con el Instituto de Investigaci\u00f3n Germans Trias i Pujol y con el apoyo de\u00a0Facebook\u00a0Artificial\u00a0Intelligence\u00a0(Facebook\u00a0IA)\u00a0para entrenar, probar y calibrar los nuevos modelos basados en Inteligencia Artificial desarrollados por la empresa para predecir la evoluci\u00f3n de la pandemia en Estados Unidos y Austria.<\/strong><\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/cit.upc.edu\/wp-content\/uploads\/2020\/11\/database-web300x200.jpg\" alt=\"\" class=\"wp-image-8567\" width=\"506\" height=\"307\" srcset=\"https:\/\/cit.upc.edu\/wp-content\/uploads\/2020\/11\/database-web300x200.jpg 850w, https:\/\/cit.upc.edu\/wp-content\/uploads\/2020\/11\/database-web300x200-300x182.jpg 300w, https:\/\/cit.upc.edu\/wp-content\/uploads\/2020\/11\/database-web300x200-768x467.jpg 768w, https:\/\/cit.upc.edu\/wp-content\/uploads\/2020\/11\/database-web300x200-240x146.jpg 240w, https:\/\/cit.upc.edu\/wp-content\/uploads\/2020\/11\/database-web300x200-50x30.jpg 50w, https:\/\/cit.upc.edu\/wp-content\/uploads\/2020\/11\/database-web300x200-123x75.jpg 123w\" sizes=\"auto, (max-width:767px) 480px, 506px\" \/><\/figure><\/div>\n\n\n\n<p>El grupo BIOCOM-SC&nbsp;trabaja con&nbsp;<em>Facebook&nbsp;IA<\/em>, con el objetivo&nbsp;de&nbsp;validar si el algoritmo se puede adaptar para hacer predicciones a un mes, primero en el sur de Europa y, posteriormente, al conjunto del continente europeo.<\/p>\n\n\n\n<p>El 20 de octubre,&nbsp;<em>Facebook&nbsp;Artificial&nbsp;Intelligence&nbsp;(Facebook&nbsp;AI)&nbsp;<\/em><a target=\"_blank\" rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/ai.facebook.com\/blog\/using-ai-to-help-health-experts-address-the-covid-19-pandemic\" target=\"_blank\">comenz\u00f3 a publicar predicciones de la propagaci\u00f3n de la COVID-19<\/a>&nbsp;a m\u00e1s de 3.000 contados los Estados Unidos.&nbsp;Estas predicciones utilizan las herramientas de&nbsp;Facebook\u2019s&nbsp;Data for&nbsp;Good, incluyendo&nbsp;<em>Symptom&nbsp;Survey&nbsp;y&nbsp;Movement&nbsp;Range&nbsp;Maps<\/em>.&nbsp;Est\u00e1n disponibles en la web&nbsp;<a target=\"_blank\" rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/translate.google.com\/translate?hl=ca&amp;prev=_t&amp;sl=ca&amp;tl=es&amp;u=https:\/\/data.humdata.org\/dataset\/\" target=\"_blank\">Humanitarian&nbsp;Data Exchange&nbsp;<\/a>y se publican en&nbsp;<em>site&nbsp;<\/em>Fecha for&nbsp;<a target=\"_blank\" rel=\"noreferrer noopener\" target=\"_blank\" href=\"https:\/\/translate.google.com\/translate?hl=ca&amp;prev=_t&amp;sl=ca&amp;tl=es&amp;u=https:\/\/dataforgood.fb.com\/tools\/covid-19-forecasts\/\" target=\"_blank\">Good<\/a>.&nbsp;&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p>El n\u00facleo del algoritmo es una&nbsp;<strong>red neuronal que intenta predecir la evoluci\u00f3n de la COVID-19 a partir de datos anteriores<\/strong>.&nbsp;Esta red no s\u00f3lo debe aprender sobre la evoluci\u00f3n de la epidemia en el pasado, sino tambi\u00e9n intentar&nbsp;<strong>mostrar c\u00f3mo esta evoluci\u00f3n depende de patrones de movilidad, del clima y del comportamiento humano<\/strong>.&nbsp;Ahora mismo, modelar las respuestas humanas es muy dif\u00edcil con un enfoque mecanicista: es decir, poder saber de antemano c\u00f3mo las personas reaccionar\u00e1n.&nbsp;Ante este obst\u00e1culo, la inteligencia artificial (IA) se considera una de las mejores opciones en el modelado emp\u00edrico por su capacidad de inferir cambios en el comportamiento futuro a partir del comportamiento del pasado.&nbsp;El detalle del algoritmo y como se entrena est\u00e1&nbsp;publicado en abierto.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Los resultados de la predicci\u00f3n hecha por IA en Estados Unidos han mostrado un comportamiento robusto en comparaci\u00f3n con los modelos de \u00faltima generaci\u00f3n en las previsiones a tres semanas, pero a\u00fan est\u00e1 pendiente de una calibraci\u00f3n detallado.&nbsp;As\u00ed, el&nbsp;<a target=\"_blank\" target=\"_blank\" href=\"https:\/\/biocomsc.upc.edu\/en\" target=\"_blank\" rel=\"noreferrer noopener\">grupo de investigaci\u00f3n BIOCOM-SC<\/a>, vinculado al&nbsp;<a target=\"_blank\" target=\"_blank\" href=\"https:\/\/futur.upc.edu\/FIS\" target=\"_blank\" rel=\"noreferrer noopener\">Departamento de F\u00edsica<\/a>&nbsp;de la&nbsp;<strong>UPC&nbsp;<\/strong>colaborar\u00e1 con&nbsp;Facebook&nbsp;AI para mejorar el modelo de predicci\u00f3n de la evoluci\u00f3n de la pandemia en Espa\u00f1a.&nbsp;&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p>Noticia relacionada: <a target=\"_blank\" target=\"_blank\" href=\"https:\/\/cit.upc.edu\/es\/portfolio-item\/covid_19_modelo_matematico\/\">COVID-19 \u00b7 Modelos matem\u00e1ticos y de gesti\u00f3n de datos en emergencias de salud p\u00fablica<\/a> &nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>12\/11\/2020 El grupo\u00a0de investigaci\u00f3n de\u00a0Biolog\u00eda Computacional y Sistemas Complejos (BIOCOM-SC)\u00a0de la UPC\u00a0trabajar\u00e1 en colaboraci\u00f3n con el Instituto de Investigaci\u00f3n Germans Trias i Pujol y con el<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":5,"featured_media":8567,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[935,1],"tags":[],"class_list":["post-8571","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticia","category-sin-categorizar"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Inteligencia artificial para prever la evoluci\u00f3n de la COVID-19 en Europa - CIT UPC<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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