{"id":21038,"date":"2020-11-12T11:29:00","date_gmt":"2020-11-12T17:29:00","guid":{"rendered":"https:\/\/otech.uaeh.edu.mx\/noti\/?p=21038"},"modified":"2020-11-12T11:35:48","modified_gmt":"2020-11-12T17:35:48","slug":"rastrean-con-machine-learning-el-impacto-de-la-pandemia-en-la-salud-mental","status":"publish","type":"post","link":"https:\/\/otech.uaeh.edu.mx\/noti\/machine-learning\/rastrean-con-machine-learning-el-impacto-de-la-pandemia-en-la-salud-mental\/","title":{"rendered":"Rastrean con machine learning el impacto de la pandemia en la salud mental"},"content":{"rendered":"<p style=\"text-align: justify;\">Un equipo de investigadores del Instituto Tecnol\u00f3gico de Massachusetts (MIT, por sus siglas en ingl\u00e9s) y de la Universidad de Harvard han demostrado la posibilidad de medir los efectos de la pandemia en la<span>\u00a0<\/span><a href=\"http:\/\/actualidad-empresarial.com\/impacto-del-covid-19-en-trabajadores-mexicanos-que-hacen-home-office\/\" class=\"stylish-link\">salud mental<\/a><span>\u00a0<\/span>analizando el lenguaje usado por las personas para expresarse en l\u00ednea con una herramienta basada en<span>\u00a0<\/span><a href=\"https:\/\/iapordentro.com\/openbank-de-santander-llega-mexico-utiliza-inteligencia-artificial-y-machine-learning\/\" class=\"stylish-link\">machine learning.<\/a><!--more--><\/p>\n<p style=\"text-align: justify;\">Mediante un an\u00e1lisis textual por medio de machine learning de publicaciones en redes sociales, los usuarios han mostrado elevados niveles de ansiedad y riesgo de suicidio alarmante. Estos hallazgos podr\u00edan ayudar tanto a psiquiatras, como a los moderadores en los foros de Reddit.<\/p>\n<p style=\"text-align: justify;\">Utilizando el aprendizaje autom\u00e1tico v\u00eda inteligencia artificial (IA), se analizaron los textos de m\u00e1s de 800 mil publicaciones del sitio web Reddit; a partir de dicho an\u00e1lisis los investigadores pudieron identificar cambios en el tono y en el lenguaje usado por la gente a medida que avanzaba la pandemia por Covid-19.<\/p>\n<p style=\"text-align: justify;\">De enero a abril de 2020 se revelaron cambios en las conversaciones sobre salud mental, incluido un aumento en temas de ansiedad y el suicidio.<\/p>\n<p style=\"text-align: justify;\">Daniel Low, estudiante del Programa en biociencia y tecnolog\u00eda del habla y audici\u00f3n de Harvard y el MIT, explica:<\/p>\n<blockquote><p>Descubrimos que surgieron estos grupos relacionados con el suicidio y la soledad, la cantidad de publicaciones en estos grupos se duplic\u00f3 con creces durante la pandemia en comparaci\u00f3n con los mismos meses del a\u00f1o anterior, lo cual es una gran preocupaci\u00f3n.<\/p><\/blockquote>\n<p style=\"text-align: justify;\">Tambi\u00e9n se fueron revelaron diferentes impactos en las personas que ya padec\u00edan diferentes tipos de enfermedades mentales. Dichos hallazgos podr\u00edan ayudar tanto a psiquiatras, como a los moderadores en los foros de Reddit, a identificar y ayudar mejor a las personas cuya salud mental se encuentre comprometida, se\u00f1alan los investigadores.<\/p>\n<p style=\"text-align: justify;\">Mediante este tipo de an\u00e1lisis a trav\u00e9s del machine learning, los investigadores aseguran el aumento de ayuda a los proveedores de atenci\u00f3n en salud mental, as\u00ed como la identificaci\u00f3n de personas o secciones de la poblaci\u00f3n que sufre trastornos de salud mental en funci\u00f3n de saber quienes son m\u00e1s vulnerables ante la presente situaci\u00f3n.<\/p>\n<p style=\"text-align: justify;\">Fuente:<\/p>\n<p tab-interval=\"36pt\" style=\"text-align: justify;\">Mej\u00eda, N. (2020, 11 noviembre). Rastrean con machine learning el impacto de la pandemia en la salud mental. Recuperado 12 de noviembre de 2020, de https:\/\/iapordentro.com\/rastrean-con-machine-learning-el-impacto-de-la-pandemia-en-la-salud-mental\/<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Un equipo de investigadores del Instituto Tecnol\u00f3gico de Massachusetts (MIT, por sus siglas en ingl\u00e9s) y de la Universidad de Harvard han demostrado la posibilidad de medir los efectos de la pandemia en la\u00a0salud mental\u00a0analizando el lenguaje usado por las personas para expresarse en l\u00ednea con una herramienta basada en\u00a0machine learning.<\/p>\n","protected":false},"author":1,"featured_media":21039,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[409],"tags":[],"class_list":["post-21038","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - 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