{"id":9126,"date":"2022-09-23T18:24:37","date_gmt":"2022-09-23T18:24:37","guid":{"rendered":"https:\/\/www.amarintech.com\/?p=9126"},"modified":"2022-09-23T18:40:13","modified_gmt":"2022-09-23T18:40:13","slug":"big-data-and-pharma","status":"publish","type":"post","link":"https:\/\/amarintech.com\/es\/big-data-and-pharma\/","title":{"rendered":"Big data y Farma"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"9126\" class=\"elementor elementor-9126\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-c78867c elementor-section-height-min-height she-header-yes elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"c78867c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;transparent&quot;:&quot;yes&quot;,&quot;scroll_distance&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:147,&quot;sizes&quot;:[]},&quot;transparent_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;],&quot;jet_sticky_section_sticky&quot;:&quot;yes&quot;,&quot;jet_sticky_section_sticky_visibility&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;scroll_distance_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;scroll_distance_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-387f22c\" data-id=\"387f22c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap 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elementor-element-0e68f5c elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"0e68f5c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;mountains&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c82bb91\" data-id=\"c82bb91\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2e6195d elementor-widget elementor-widget-heading\" data-id=\"2e6195d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Big Data y Farma<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f45fc6c elementor-widget elementor-widget-text-editor\" data-id=\"f45fc6c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Mailen Ag\u00fcero \u2013\u00a0<\/strong>Analista de Desarrollo de Negocios<br \/><strong>Francisco Stefano \u2013\u00a0<\/strong>Director<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c9ded8a\" data-id=\"c9ded8a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-62b6c1f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"62b6c1f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-97230eb\" data-id=\"97230eb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e800938 elementor-widget elementor-widget-text-editor\" data-id=\"e800938\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong><em>La utilizaci\u00f3n de nuevas herramientas para explorar conjuntos de Big Data ha acelerado el empleo de las mismas en el campo de la salud.<\/em><\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-003eebf elementor-widget elementor-widget-spacer\" data-id=\"003eebf\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44be759 elementor-widget elementor-widget-text-editor\" data-id=\"44be759\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Big Data es una colecci\u00f3n de datos, estructurados o no, que pueden ser explorados (mined) para ser utilizados por procesos tales como aprendizaje autom\u00e1tico (machine learning), modelaci\u00f3n predictiva u otros tipos de aplicaciones anal\u00edticas avanzadas.<br \/><br \/>La utilizaci\u00f3n de nuevas y potentes herramientas para explorar conjuntos de Big Data ha acelerado el empleo de las mismas en el campo de la salud (health care) y de la industria farmac\u00e9utica.<\/p><p>Los beneficios que la aplicaci\u00f3n de Big Data puede tener sobre la industria farmac\u00e9utica son variados:<\/p><ul><li>Reduce el costo de investigaci\u00f3n y desarrollo<\/li><li>Mejores ensayos cl\u00ednicos<\/li><li>Descubrimiento de drogas<\/li><li>Control de la reacci\u00f3n al f\u00e1rmaco<\/li><li>Medicina de Precisi\u00f3n<br \/><br \/><\/li><\/ul><p>Big Data puede ayudar a acelerar el trabajo de investigaci\u00f3n, con la ayuda de la inteligencia artificial, para minimizar el tiempo necesario de los ensayos cl\u00ednicos. Esto reducir\u00e1 la investigaci\u00f3n necesaria y, por lo tanto, reducir\u00e1 el costo de los medicamentos a largo plazo.<br \/><br \/><\/p><p>Puede haber muchas aplicaciones de an\u00e1lisis de Big Data en la realizaci\u00f3n de ensayos cl\u00ednicos. Puede ayudar a dise\u00f1ar diagramas de flujo para unir y reclutar m\u00e1s pacientes en ensayos cl\u00ednicos, lo que, a su vez, aumentar\u00e1 la tasa de \u00e9xito del medicamento. Un modelo predictivo diferente puede ayudar a analizar a los competidores del nuevo producto en funci\u00f3n de varios escenarios cl\u00ednicos y comerciales. Los modelos de Big Data tambi\u00e9n pueden evitar que la empresa sufra situaciones adversas, que pueden ser causadas por ineficiencias operativas u otras medidas inseguras.<\/p><p><br \/>Con la ayuda del an\u00e1lisis de Big Data, los investigadores utilizan modelos predictivos para analizar la toxicidad, las interacciones y la inhibici\u00f3n del f\u00e1rmaco. Estos modelos utilizan datos hist\u00f3ricos recopilados de diversas fuentes, como estudios cl\u00ednicos, ensayos de medicamentos, etc., para obtener predicciones m\u00e1s precisas.<\/p><p><br \/>Los escenarios del mundo real se replican para probar los efectos nocivos de los medicamentos en sus ensayos cl\u00ednicos, con la ayuda de modelos predictivos. La extracci\u00f3n de datos en plataformas de redes sociales y foros m\u00e9dicos se realiza junto con el an\u00e1lisis de sentimientos para obtener informaci\u00f3n sobre las reacciones adversas a los medicamentos (ADR).<br \/><br \/><\/p><p>El proyecto DATA SPHERE es un ejemplo digno de ser tenido en cuenta.  Un conjunto de Instituciones, Centros M\u00e9dicos y Empresas Farmac\u00e9uticas han convenido en compartir libremente los datos obtenidos por los participantes, en las investigaciones realizadas en el campo de la oncolog\u00eda. En el convencimiento que la ruptura de barreras de intereses individuales estableciendo una plataforma com\u00fan de datos hist\u00f3ricos establece un recurso global que facilitar\u00e1 el trabajo del conjunto.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-1780379 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1780379\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-d257fda\" data-id=\"d257fda\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-677db80 elementor-widget elementor-widget-spacer\" data-id=\"677db80\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-5a9c0c8a elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"5a9c0c8a\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-3cd2d944\" data-id=\"3cd2d944\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-90af84d elementor-widget elementor-widget-heading\" data-id=\"90af84d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Suscribite a <br>#AmarinNews<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1bd8c0a\" data-id=\"1bd8c0a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-ea25cb4 elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"ea25cb4\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-24a9a85\" data-id=\"24a9a85\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c5e1f01 elementor-widget elementor-widget-menu-anchor\" data-id=\"c5e1f01\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div 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salud.<\/p>","protected":false},"author":6,"featured_media":9128,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-9126","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry-and-society"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Big data and pharma\u200b<\/title>\n<meta name=\"description\" content=\"The use of new tools to explore Big Data sets has accelerated their use in the field of health.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/amarintech.com\/es\/big-data-and-pharma\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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