{"id":9126,"date":"2022-09-23T18:24:37","date_gmt":"2022-09-23T18:24:37","guid":{"rendered":"https:\/\/amarintech.com\/?p=9126"},"modified":"2025-12-09T13:34:03","modified_gmt":"2025-12-09T13:34:03","slug":"big-data-and-pharma","status":"publish","type":"post","link":"https:\/\/amarintech.com\/es\/big-data-and-pharma\/","title":{"rendered":"Big data and pharma\u200b"},"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=\"elementor-section elementor-top-section elementor-element elementor-element-c78867c elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"c78867c\" data-element_type=\"section\" data-e-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=\"elementor-column 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2000px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-442b119\" data-id=\"442b119\" data-element_type=\"column\" data-e-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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element 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-e-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\" aria-hidden=\"true\" 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=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c82bb91\" data-id=\"c82bb91\" data-element_type=\"column\" data-e-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-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Big data and pharma<\/h1>\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-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong>Mailen Ag\u00fcero \u2013\u00a0<\/strong>Business Development Analyst<br \/><strong>Francisco Stefano \u2013\u00a0<\/strong>Director<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c9ded8a\" data-id=\"c9ded8a\" data-element_type=\"column\" data-e-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=\"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\" data-e-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=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-97230eb\" data-id=\"97230eb\" data-element_type=\"column\" data-e-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-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><strong><em>The use of new tools to explore Big Data sets has accelerated their use in the field of health.<\/em><\/strong><\/p>\t\t\t\t\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-e-type=\"widget\" data-widget_type=\"spacer.default\">\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 class=\"elementor-element elementor-element-44be759 elementor-widget elementor-widget-text-editor\" data-id=\"44be759\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>Big Data is a collection of data, structured or not, that can be explored (mined) to be used by processes such as machine learning, predictive modeling, or other types of advanced analytical applications.<br \/><br \/>The use of new and powerful tools to explore Big Data sets has accelerated their use in health care and the pharmaceutical industry.<\/p><p>The benefits that the application of Big Data can have on the pharmaceutical industry are varied:<\/p><ul><li>Reduces the cost of research and development<\/li><li>Best clinical trials<\/li><li>Drug discovery<\/li><li>Drug reaction monitoring<\/li><li>Precision Medicine<br \/><br \/><\/li><\/ul><p>Big Data can help speed up the research process, with the help of artificial intelligence, to minimize the time needed for clinical trials. This will reduce the amount of research needed and, therefore, reduce the cost of medication in the long run.<br \/><br \/><\/p><p>There can be many applications of Big Data analytics in conducting clinical trials. It can help design flowcharts to join and recruit more patients into clinical trials, which, in turn, will increase the success rate of the drug. A different predictive model can help analyze new product competitors based on various clinical and business scenarios. Big Data models can also prevent the company from adverse situations, which can be caused by operational inefficiencies or other unsafe measures.<\/p><p><br \/>With the help of Big Data analytics, researchers use predictive models to analyze drug toxicity, interactions, and inhibition. These models use historical data collected from various sources, such as clinical studies, drug trials, etc., to obtain more accurate predictions.<\/p><p><br \/>Real-world scenarios are replicated to test the harmful effects of drugs in their clinical trials, aided by predictive models. Data mining on social media platforms and medical forums is done alongside sentiment analysis to gain insights into adverse drug reactions (ADRs).<br \/><br \/><\/p><p>The DATA SPHERE project is an example worth considering. A set of Institutions, Medical Centers and Pharmaceutical Companies have agreed to freely share the data obtained by the participants, in the research carried out in the field of oncology. In the conviction that breaking down the barriers of individual interests by establishing a common platform for historical data shows a global resource that will facilitate the work of the group.<\/p><p>\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<section class=\"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\" data-e-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=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-d257fda\" data-id=\"d257fda\" data-element_type=\"column\" data-e-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 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