{"id":9812,"date":"2020-06-11T10:12:18","date_gmt":"2020-06-11T09:12:18","guid":{"rendered":"https:\/\/www.bio-sistemak.eus\/proyecto-gobierno-vasco-departamento-salud-2019222003\/"},"modified":"2020-06-17T11:40:50","modified_gmt":"2020-06-17T10:40:50","slug":"basque-government-project-2019222003","status":"publish","type":"page","link":"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/","title":{"rendered":"2019222003"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1350px + 0px );margin-left: calc(-0px \/ 2 );margin-right: calc(-0px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:0px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:0px;--awb-width-medium:100%;--awb-spacing-right-medium:0px;--awb-spacing-left-medium:0px;--awb-width-small:100%;--awb-spacing-right-small:0px;--awb-spacing-left-small:0px;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-reading-box-container reading-box-container-1\" style=\"--awb-title-color:#333333;--awb-margin-top:0px;--awb-margin-bottom:20px;\"><div class=\"reading-box\" style=\"background-color:var(--awb-color2);border-width:1px;border-color:rgba(226,226,226,0);border-left-width:3px;border-left-color:var(--primary_color);border-style:solid;\"><h2>PluDeeLea. Design, Implementation and Assessment of a Deep Learning Care Model for Multimorbid Patients to Aid Decision-making. <\/h2><div class=\"reading-box-additional fusion-reading-box-additional\">\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"color: #241773;\"><strong><a href=\"https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco.jpg\"><img decoding=\"async\" class=\"wp-image-9762 alignright\" src=\"https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco.jpg\" alt=\"\" width=\"159\" height=\"175\" srcset=\"https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco-200x221.jpg 200w, https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco-272x300.jpg 272w, https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco-400x442.jpg 400w, https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco-600x662.jpg 600w, https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco.jpg 750w\" sizes=\"(max-width: 159px) 100vw, 159px\" \/><\/a><\/strong><\/span><\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"color: #241773;\"><strong>Call for tender for project:<\/strong><\/span> Grants for health research and development projects 2019: Promotion of health research<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"color: #241773;\"><strong>Funding body:<\/strong><\/span> Department of Health, Basque Government<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"color: #241773;\"><strong>Record no.: <\/strong><\/span>2019222003<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"color: #241773;\"><strong>PI:<\/strong><\/span> Ane Fullaondo<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"color: #241773;\"><strong>Description: <\/strong><\/span>The project aims to develop and implement a Deep Learning system based on data collected from the medical history of multimorbid patients, in order to:<\/span><\/p>\n<ul>\n<li style=\"text-align: justify;\"><span style=\"color: #000000;\">Classify multimorbid patients according to their care needs, so as to establish more personalised programmes.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"color: #000000;\">Carry out early and automatic detection of patients who are going to become unstable and hence, be proactive with them.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"color: #000000;\">This system can be implemented in day-to-day practice, integrated in a new healthcare model for multimorbid patients.<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"color: #241773;\"><strong>Objectives: <\/strong><\/span><\/p>\n<ul>\n<li style=\"text-align: justify;\"><span style=\"color: #000000;\">Design and develop a Deep Learning system based on the processing of Big Data from clinical data that enables the differentiation and classification of multimorbid patients, according to their healthcare needs.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"color: #000000;\">Design, implement and assess a personalised medical model for multimorbid patients, based on systems that support decision-making.<\/span><\/li>\n<li style=\"text-align: justify;\"><span style=\"color: #000000;\">Design patient healthcare model.<\/span><\/li>\n<li style=\"text-align: justify;\">Implement the model in a pilot study.<\/li>\n<li style=\"text-align: justify;\">Assess the implemented healthcare model.<\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"color: #241773;\"><strong>Study design: <\/strong><\/span>The Deep Learning system is built based on all the data from multimorbid patients in the Basque Country who have been in the Osakidetza information system since 2011. The first population stratification was carried out that year and is updated periodically. Since then, these patients are marked with a multimorbid patient label, which is the requirement to be included in the project. The project will build the database by collecting anonymous information from Osakidetza\u2019s OBI data extraction system. Once the information is filtered and analysed by experts, the final database will be defined, and it will be used to design predictive models.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"color: #000000;\"><span style=\"color: #241773;\"><strong>Roles: <\/strong><\/span>Kronikgune is a partner in the project<\/span><\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":18,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-9812","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>2019222003 | Kronikgune<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"2019222003 | Kronikgune\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/\" \/>\n<meta property=\"og:site_name\" content=\"Kronikgune\" \/>\n<meta property=\"article:modified_time\" content=\"2020-06-17T10:40:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/en\\\/basque-government-project-2019222003\\\/\",\"url\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/en\\\/basque-government-project-2019222003\\\/\",\"name\":\"2019222003 | Kronikgune\",\"isPartOf\":{\"@id\":\"http:\\\/\\\/www.bio-sistemak.eus\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/en\\\/basque-government-project-2019222003\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/en\\\/basque-government-project-2019222003\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/wp-content\\\/uploads\\\/2020\\\/06\\\/logo-departamento-salud-gobierno-vasco.jpg\",\"datePublished\":\"2020-06-11T09:12:18+00:00\",\"dateModified\":\"2020-06-17T10:40:50+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/en\\\/basque-government-project-2019222003\\\/#breadcrumb\"},\"inLanguage\":\"en\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.bio-sistemak.eus\\\/en\\\/basque-government-project-2019222003\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en\",\"@id\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/en\\\/basque-government-project-2019222003\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/wp-content\\\/uploads\\\/2020\\\/06\\\/logo-departamento-salud-gobierno-vasco.jpg\",\"contentUrl\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/wp-content\\\/uploads\\\/2020\\\/06\\\/logo-departamento-salud-gobierno-vasco.jpg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/en\\\/basque-government-project-2019222003\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/en\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"2019222003\"}]},{\"@type\":\"WebSite\",\"@id\":\"http:\\\/\\\/www.bio-sistemak.eus\\\/#website\",\"url\":\"http:\\\/\\\/www.bio-sistemak.eus\\\/\",\"name\":\"Biosistemak\",\"description\":\"Plaza Asua, n\u00ba1 48150 Sondika (Vizcaya) e-mail: nuno@kronikgune.org  | Tel\u00e9fonos: +34 94 453 85 00 (ext.210)  +34 94 453 68 96  Fax: +34 94 453 04 65\",\"publisher\":{\"@id\":\"http:\\\/\\\/www.bio-sistemak.eus\\\/#organization\"},\"alternateName\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"http:\\\/\\\/www.bio-sistemak.eus\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en\"},{\"@type\":\"Organization\",\"@id\":\"http:\\\/\\\/www.bio-sistemak.eus\\\/#organization\",\"name\":\"Biosistemak\",\"alternateName\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/\",\"url\":\"http:\\\/\\\/www.bio-sistemak.eus\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en\",\"@id\":\"http:\\\/\\\/www.bio-sistemak.eus\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/biosistemak-logyoast.png\",\"contentUrl\":\"https:\\\/\\\/www.bio-sistemak.eus\\\/wp-content\\\/uploads\\\/2025\\\/12\\\/biosistemak-logyoast.png\",\"width\":100,\"height\":100,\"caption\":\"Biosistemak\"},\"image\":{\"@id\":\"http:\\\/\\\/www.bio-sistemak.eus\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"2019222003 | Kronikgune","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/","og_locale":"en_US","og_type":"article","og_title":"2019222003 | Kronikgune","og_url":"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/","og_site_name":"Kronikgune","article_modified_time":"2020-06-17T10:40:50+00:00","og_image":[{"url":"https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco.jpg","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/","url":"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/","name":"2019222003 | Kronikgune","isPartOf":{"@id":"http:\/\/www.bio-sistemak.eus\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/#primaryimage"},"image":{"@id":"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/#primaryimage"},"thumbnailUrl":"https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco.jpg","datePublished":"2020-06-11T09:12:18+00:00","dateModified":"2020-06-17T10:40:50+00:00","breadcrumb":{"@id":"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/#breadcrumb"},"inLanguage":"en","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/"]}]},{"@type":"ImageObject","inLanguage":"en","@id":"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/#primaryimage","url":"https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco.jpg","contentUrl":"https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2020\/06\/logo-departamento-salud-gobierno-vasco.jpg"},{"@type":"BreadcrumbList","@id":"https:\/\/www.bio-sistemak.eus\/en\/basque-government-project-2019222003\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.bio-sistemak.eus\/en\/"},{"@type":"ListItem","position":2,"name":"2019222003"}]},{"@type":"WebSite","@id":"http:\/\/www.bio-sistemak.eus\/#website","url":"http:\/\/www.bio-sistemak.eus\/","name":"Biosistemak","description":"Plaza Asua, n\u00ba1 48150 Sondika (Vizcaya) e-mail: nuno@kronikgune.org  | Tel\u00e9fonos: +34 94 453 85 00 (ext.210)  +34 94 453 68 96  Fax: +34 94 453 04 65","publisher":{"@id":"http:\/\/www.bio-sistemak.eus\/#organization"},"alternateName":"https:\/\/www.bio-sistemak.eus\/","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"http:\/\/www.bio-sistemak.eus\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en"},{"@type":"Organization","@id":"http:\/\/www.bio-sistemak.eus\/#organization","name":"Biosistemak","alternateName":"https:\/\/www.bio-sistemak.eus\/","url":"http:\/\/www.bio-sistemak.eus\/","logo":{"@type":"ImageObject","inLanguage":"en","@id":"http:\/\/www.bio-sistemak.eus\/#\/schema\/logo\/image\/","url":"https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2025\/12\/biosistemak-logyoast.png","contentUrl":"https:\/\/www.bio-sistemak.eus\/wp-content\/uploads\/2025\/12\/biosistemak-logyoast.png","width":100,"height":100,"caption":"Biosistemak"},"image":{"@id":"http:\/\/www.bio-sistemak.eus\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/www.bio-sistemak.eus\/en\/wp-json\/wp\/v2\/pages\/9812","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.bio-sistemak.eus\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.bio-sistemak.eus\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.bio-sistemak.eus\/en\/wp-json\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/www.bio-sistemak.eus\/en\/wp-json\/wp\/v2\/comments?post=9812"}],"version-history":[{"count":1,"href":"https:\/\/www.bio-sistemak.eus\/en\/wp-json\/wp\/v2\/pages\/9812\/revisions"}],"predecessor-version":[{"id":9814,"href":"https:\/\/www.bio-sistemak.eus\/en\/wp-json\/wp\/v2\/pages\/9812\/revisions\/9814"}],"wp:attachment":[{"href":"https:\/\/www.bio-sistemak.eus\/en\/wp-json\/wp\/v2\/media?parent=9812"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}