{"id":27050,"date":"2023-09-29T12:36:47","date_gmt":"2023-09-29T12:36:47","guid":{"rendered":"https:\/\/www.preciouscloud.eu\/?page_id=27050"},"modified":"2023-09-29T13:43:54","modified_gmt":"2023-09-29T13:43:54","slug":"predictive-analytics","status":"publish","type":"page","link":"https:\/\/www.preciouscloud.eu\/?page_id=27050","title":{"rendered":"Predictive analytics"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"27050\" class=\"elementor elementor-27050\">\n\t\t\t\t\t\t<div class=\"elementor-section elementor-top-section elementor-element elementor-element-dfab543 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dfab543\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\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-50 elementor-top-column elementor-element elementor-element-8897d0e layouts-column-align-inherit layouts-section-position-none\" data-id=\"8897d0e\" 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=\"hf-elementor-layout elementor-element elementor-element-6268d06 elementor-widget elementor-widget-image\" data-id=\"6268d06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/katsarou.png\" title=\"katsarou\" alt=\"katsarou\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"hf-elementor-layout elementor-element elementor-element-268fc79 elementor-widget elementor-widget-text-editor\" data-id=\"268fc79\" data-element_type=\"widget\" data-e-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>Katsarou Dapni, Georga Elena<\/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=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-4c90621 layouts-column-align-inherit layouts-section-position-none\" data-id=\"4c90621\" 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=\"hf-elementor-layout elementor-element elementor-element-69f69c0 elementor-widget elementor-widget-section_title\" data-id=\"69f69c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"section_title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t<div class=\"left iq-title-box iq-title-default iq-title-box-1\">\n\t\t<div class=\"iq-title-icon\">\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<h2 class=\"iq-title\" >\n\t\t\tPredictive analytics\t\t<\/h2>\n\t\t\t<p class=\"iq-title-desc\">The main goal is to create a predictive algorithm that can predict the subcutaneous glucose concentration\nfor individuals with type 1 diabetes. Data for the algorithm is collected from various sources, including\nmobile devices such as wrist monitors, smartphones, and continuous glucose monitoring devices. The\ndata encompasses a range of variables, such as subcutaneous glucose concentration, dietary information,\ninsulin doses, and vital signs. The collected data is transmitted via Bluetooth to a mobile app, which\nserves as a gateway for data collection. This data is then stored in private cloud databases. The core of the\nservice involves developing a machine learning algorithm that can analyze the collected data to predict\nglucose concentration values for the next 15 minutes, half an hour, and one hour. Once the algorithm\nmakes these predictions, it triggers alerts to notify the user about the projected glucose concentrations.<\/p>\t<\/div>\n    \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<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Katsarou Dapni, Georga Elena Predictive analytics The main goal is to create a predictive algorithm that can predict the subcutaneous glucose concentration for individuals with type 1 diabetes. Data for the algorithm is collected from various sources, including mobile devices such as wrist monitors, smartphones, and continuous glucose monitoring devices. The data encompasses a range [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-27050","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27050","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=27050"}],"version-history":[{"count":8,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27050\/revisions"}],"predecessor-version":[{"id":27152,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27050\/revisions\/27152"}],"wp:attachment":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=27050"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}