{"id":16646,"date":"2025-03-06T13:50:49","date_gmt":"2025-03-06T16:50:49","guid":{"rendered":"https:\/\/www.fie.undef.edu.ar\/ceptm\/?p=16646"},"modified":"2025-03-06T13:50:49","modified_gmt":"2025-03-06T16:50:49","slug":"inteligencia-artificial-aplicada-a-la-emergencia-de-una-nueva-pandemia","status":"publish","type":"post","link":"https:\/\/www.fie.undef.edu.ar\/ceptm\/?p=16646","title":{"rendered":"Inteligencia artificial aplicada a la emergencia de una nueva pandemia"},"content":{"rendered":"<p>La IA est\u00e1 cambiando el mundo y es algo que los expertos ya ve\u00edan venir desde hace una d\u00e9cada. Tal vez no anticiparan la velocidad a la que est\u00e1n ocurriendo los cambios, pero sab\u00edan que esta tecnolog\u00eda, especialmente capaz de encontrar patrones en conjuntos inabarcables de datos, ser\u00eda una suerte de bola de cristal en la que se podr\u00edan apoyar la mayor\u00eda de las ciencias predictivas para ver m\u00e1s lejos y con m\u00e1s detalle. Hablaban de la habilidad de predecir el comportamiento de sistemas muy complejos, donde la interacci\u00f3n entre sus muchas partes hace que escapen a nuestro poder de medici\u00f3n y de an\u00e1lisis. Sistemas como la salud poblacional o, dicho con un ejemplo m\u00e1s concreto: la emergencia de una nueva pandemia. Hoy las especulaciones son menos especulativas que nunca y un conjunto de expertos ha publicado en la revista Nature un art\u00edculo que pretende, no solo romper una lanza en favor de la IA, sino concretar de qu\u00e9 formas podr\u00edamos aplicarla para predecir y controlar la pr\u00f3xima pandemia.<\/p>\n<hr \/>\n<p>Infectious disease threats to individual and public health are numerous, varied and frequently unexpected. Artificial intelligence (AI) and related technologies, which are already supporting human decision making in economics, medicine and social science, have the potential to transform the scope and power of infectious disease epidemiology. Here we consider the application to infectious disease modelling of AI systems that combine machine learning, computational statistics, information retrieval and data science. We first outline how recent advances in AI can accelerate breakthroughs in answering key epidemiological questions and we discuss specific AI methods that can be applied to routinely collected infectious disease surveillance data. Second, we elaborate on the social context of AI for infectious disease epidemiology, including issues such as explainability, safety, accountability and ethics. Finally, we summarize some limitations of AI applications in this field and provide recommendations for how infectious disease epidemiology can harness most effectively current and future developments in AI.<\/p>\n<p><a href=\"https:\/\/www.fie.undef.edu.ar\/ceptm\/wp-content\/uploads\/2025\/03\/s41586-024-08564-w.pdf\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" class=\"aligncenter wp-image-5168\" src=\"https:\/\/www.fie.undef.edu.ar\/ceptm\/wp-content\/uploads\/2020\/02\/icono-PDF-1-243x300.png\" alt=\"Descargar archivo pdf\" width=\"75\" height=\"93\" srcset=\"https:\/\/www.fie.undef.edu.ar\/ceptm\/wp-content\/uploads\/2020\/02\/icono-PDF-1-243x300.png 243w, https:\/\/www.fie.undef.edu.ar\/ceptm\/wp-content\/uploads\/2020\/02\/icono-PDF-1.png 310w\" sizes=\"(max-width: 75px) 100vw, 75px\" \/><\/a><strong>Fuente:<\/strong> <a href=\"https:\/\/www.nature.com\/articles\/s41586-024-08564-w.pdf\" target=\"_blank\" rel=\"noopener\"><em>https:\/\/www.nature.com<\/em><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>La IA est\u00e1 cambiando el mundo y es algo que los expertos ya ve\u00edan venir desde hace una d\u00e9cada. Tal vez no anticiparan la velocidad&hellip; <\/p>\n","protected":false},"author":1,"featured_media":16648,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[36,35],"tags":[],"_links":{"self":[{"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=\/wp\/v2\/posts\/16646"}],"collection":[{"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16646"}],"version-history":[{"count":1,"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=\/wp\/v2\/posts\/16646\/revisions"}],"predecessor-version":[{"id":16649,"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=\/wp\/v2\/posts\/16646\/revisions\/16649"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=\/wp\/v2\/media\/16648"}],"wp:attachment":[{"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16646"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16646"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.fie.undef.edu.ar\/ceptm\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16646"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}