{"id":6911,"date":"2026-07-07T11:44:21","date_gmt":"2026-07-07T09:44:21","guid":{"rendered":"https:\/\/bsicos.i3a.es\/?p=6911"},"modified":"2026-07-07T11:44:22","modified_gmt":"2026-07-07T09:44:22","slug":"pid2024-160041ob-i00-multimodal-strategies-for-robust-health-monitoring-with-biomarkers-from-wearable-devices-a-step-towards-preventive-medicine-bio-sherpaw","status":"publish","type":"post","link":"https:\/\/bsicos.i3a.es\/es\/pid2024-160041ob-i00-multimodal-strategies-for-robust-health-monitoring-with-biomarkers-from-wearable-devices-a-step-towards-preventive-medicine-bio-sherpaw\/","title":{"rendered":"PID2024-160041OB-I00: Multimodal Strategies for Robust Health Monitoring with Biomarkers from Wearable Devices \u2013 A Step Towards Preventive Medicine (Bio-SHeRPaW)"},"content":{"rendered":"<p><style>\/*! elementor - v3.5.5 - 03-02-2022 *\/<br \/>\n@media (min-width:768px){.elementor-widget-icon-box.elementor-position-left .elementor-icon-box-wrapper,.elementor-widget-icon-box.elementor-position-right .elementor-icon-box-wrapper{display:-webkit-box;display:-ms-flexbox;display:flex}.elementor-widget-icon-box.elementor-position-left .elementor-icon-box-icon,.elementor-widget-icon-box.elementor-position-right .elementor-icon-box-icon{display:-webkit-inline-box;display:-ms-inline-flexbox;display:inline-flex;-webkit-box-flex:0;-ms-flex:0 0 auto;flex:0 0 auto}.elementor-widget-icon-box.elementor-position-right .elementor-icon-box-wrapper{text-align:right;-webkit-box-orient:horizontal;-webkit-box-direction:reverse;-ms-flex-direction:row-reverse;flex-direction:row-reverse}.elementor-widget-icon-box.elementor-position-left .elementor-icon-box-wrapper{text-align:left;-webkit-box-orient:horizontal;-webkit-box-direction:normal;-ms-flex-direction:row;flex-direction:row}.elementor-widget-icon-box.elementor-position-top .elementor-icon-box-img{margin:auto}.elementor-widget-icon-box.elementor-vertical-align-top .elementor-icon-box-wrapper{-webkit-box-align:start;-ms-flex-align:start;align-items:flex-start}.elementor-widget-icon-box.elementor-vertical-align-middle .elementor-icon-box-wrapper{-webkit-box-align:center;-ms-flex-align:center;align-items:center}.elementor-widget-icon-box.elementor-vertical-align-bottom .elementor-icon-box-wrapper{-webkit-box-align:end;-ms-flex-align:end;align-items:flex-end}}@media (max-width:767px){.elementor-widget-icon-box .elementor-icon-box-icon{margin-left:auto!important;margin-right:auto!important;margin-bottom:15px}}.elementor-widget-icon-box .elementor-icon-box-wrapper{text-align:center}.elementor-widget-icon-box .elementor-icon-box-title a{color:inherit}.elementor-widget-icon-box .elementor-icon-box-content{-webkit-box-flex:1;-ms-flex-positive:1;flex-grow:1}.elementor-widget-icon-box .elementor-icon-box-description{margin:0}<\/style><\/p>\n\n\n<div id=\"pl-gb6911-6a51a47cbf430\"  class=\"panel-layout wp-block-siteorigin-panels-layout-block\" ><div id=\"pg-gb6911-6a51a47cbf430-0\"  class=\"panel-grid panel-has-style\" ><div class=\"siteorigin-panels-stretch panel-row-style panel-row-style-for-gb6911-6a51a47cbf430-0\" data-stretch-type=\"full-width-stretch\" ><div id=\"pgc-gb6911-6a51a47cbf430-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-gb6911-6a51a47cbf430-0-0-0\" class=\"so-panel widget widget_sow-hero panel-first-child panel-last-child\" data-index=\"0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-hero so-widget-sow-hero-default-7a011a7c0fd5-6911 so-widget-fittext-wrapper\"\n\t\t\t data-fit-text-compressor=\"0.85\"\n\t\t>\t\t\t\t<div class=\"sow-slider-base\" style=\"display: none\" tabindex=\"0\">\n\t\t\t\t\t<ul\n\t\t\t\t\tclass=\"sow-slider-images\"\n\t\t\t\t\tdata-settings=\"{&quot;pagination&quot;:true,&quot;speed&quot;:800,&quot;timeout&quot;:8000,&quot;paused&quot;:false,&quot;pause_on_hover&quot;:false,&quot;swipe&quot;:true,&quot;nav_always_show_desktop&quot;:&quot;&quot;,&quot;nav_always_show_mobile&quot;:&quot;&quot;,&quot;breakpoint&quot;:&quot;780px&quot;,&quot;unmute&quot;:false,&quot;anchor&quot;:null}\"\n\t\t\t\t\t\t\t\t\t\tdata-anchor-id=\"\"\n\t\t\t\t>\t\t<li class=\"sow-slider-image\" style=\"visibility: visible;;background-color: #1e73be\" >\n\t\t\t\t\t<div class=\"sow-slider-image-container\">\n\t\t\t<div class=\"sow-slider-image-wrapper\">\n\t\t\t\t<h3 style=\"text-align: center\"><a href=\"..\/all-projects\/\">Proyectos<\/a><\/h3>\n<h1 class=\"entry-title\" style=\"text-align: center\"><strong>PID2024-160041OB-I00: Multimodal Strategies for Robust Health Monitoring with Biomarkers from Wearable Devices \u2013 A Step Towards Preventive Medicine (Bio-SHeRPaW)\n<\/strong><\/h1>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<\/li>\n\t\t<\/ul>\t\t\t\t<ol class=\"sow-slider-pagination\">\n\t\t\t\t\t\t\t\t\t\t\t<li><a href=\"#\" data-goto=\"0\" aria-label=\"mostrar diapositiva 1\"><\/a><\/li>\n\t\t\t\t\t\t\t\t\t<\/ol>\n\n\t\t\t\t<div class=\"sow-slide-nav sow-slide-nav-next\">\n\t\t\t\t\t<a href=\"#\" data-goto=\"next\" aria-label=\"diapositiva siguiente\" data-action=\"next\">\n\t\t\t\t\t\t<em class=\"sow-sld-icon-thin-right\"><\/em>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"sow-slide-nav sow-slide-nav-prev\">\n\t\t\t\t\t<a href=\"#\" data-goto=\"previous\" aria-label=\"diapositiva anterior\" data-action=\"prev\">\n\t\t\t\t\t\t<em class=\"sow-sld-icon-thin-left\"><\/em>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div><\/div><\/div><\/div><\/div><\/div><\/div>\n\n<div id=\"pl-gb6911-6a51a47cc007c\"  class=\"panel-layout wp-block-siteorigin-panels-layout-block\" ><div id=\"pg-gb6911-6a51a47cc007c-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-gb6911-6a51a47cc007c-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-gb6911-6a51a47cc007c-0-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p style=\"text-align: center;\"><strong>Fecha de inicio<\/strong><\/p>\n<p style=\"text-align: center;\">2025<\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-gb6911-6a51a47cc007c-0-1\"  class=\"panel-grid-cell\" ><div id=\"panel-gb6911-6a51a47cc007c-0-1-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p style=\"text-align: center;\"><strong>Fecha de finalizaci\u00f3n<\/strong><\/p>\n<p style=\"text-align: center;\">2028<\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-gb6911-6a51a47cc007c-0-2\"  class=\"panel-grid-cell\" ><div id=\"panel-gb6911-6a51a47cc007c-0-2-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"2\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p style=\"text-align: center;\"><strong>Coordinador<\/strong><\/p>\n<p style=\"text-align: center;\">Raquel Bail\u00f3n, Eduardo Gil<\/p>\n<\/div>\n<\/div><\/div><\/div><div id=\"pgc-gb6911-6a51a47cc007c-0-3\"  class=\"panel-grid-cell\" ><div id=\"panel-gb6911-6a51a47cc007c-0-3-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"3\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p style=\"text-align: center;\"><strong>Funding agency<\/strong><\/p>\n<p style=\"text-align: center;\">Agencia Estatal de Investigaci\u00f3n<\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><div id=\"pg-gb6911-6a51a47cc007c-1\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-gb6911-6a51a47cc007c-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-gb6911-6a51a47cc007c-1-0-0\" class=\"so-panel widget widget_sow-editor panel-first-child panel-last-child\" data-index=\"4\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-editor so-widget-sow-editor-base\"\n\t\t\t\n\t\t>\n<div class=\"siteorigin-widget-tinymce textwidget\">\n\t<p>Continuous health monitoring using <strong>wearable devices<\/strong> helps identify and prevent early disease manifestations. By tracking metrics like heart rate and activity in real-time, individuals can detect warning signs, make informed lifestyle decisions, or seek timely medical intervention. This approach supports personal health management, eases the burden on healthcare systems, and enhances quality of life, particularly for chronic diseases.<\/p>\n<p>Prioritizing prevention over treatment is essential for well-being. Daily health monitoring, rather than isolated hospital-based evaluations, ensures success in <strong>preventive medicine<\/strong>. However, despite the cost-effectiveness of preventive measures, most healthcare resources focus on disease management, with few individuals receiving recommended preventive services. Shifting to proactive health management fosters healthier habits and improves societal well-being.<\/p>\n<p>Wearable devices are vital for <strong>continuous health monitoring<\/strong>, offering real-time, non-invasive biomarker data collection. Despite their promise, challenges like <strong>signal quality<\/strong> and <strong>data integration<\/strong> from various sensors persist due to diverse daily scenarios and design constraints. Addressing these issues requires a holistic approach, from acquisition to decision-making.<\/p>\n<p><strong>Bio-SHeRPaW<\/strong> develops advanced tools for signal quality evaluation, robust wearable biomarker estimation, and multimodal data integration. The project addresses hardware and software aspects to ensure ease of use, enhancing user adoption. Focusing on sleep apnea-hypopnea syndrome (SAHS) and major depressive disorder (MDD), Bio-SHeRPaW aims to impact these prevalent, costly chronic diseases by combining expertise in signal processing, artificial intelligence (AI), wearable tech, and clinical knowledge.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[255,259,230,263],"tags":[],"class_list":["post-6911","post","type-post","status-publish","format-standard","hentry","category-autonomic-nervous-system","category-long-term-monitoring","category-projects","category-respiratory-system"],"_links":{"self":[{"href":"https:\/\/bsicos.i3a.es\/es\/wp-json\/wp\/v2\/posts\/6911","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bsicos.i3a.es\/es\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bsicos.i3a.es\/es\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bsicos.i3a.es\/es\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/bsicos.i3a.es\/es\/wp-json\/wp\/v2\/comments?post=6911"}],"version-history":[{"count":1,"href":"https:\/\/bsicos.i3a.es\/es\/wp-json\/wp\/v2\/posts\/6911\/revisions"}],"predecessor-version":[{"id":6912,"href":"https:\/\/bsicos.i3a.es\/es\/wp-json\/wp\/v2\/posts\/6911\/revisions\/6912"}],"wp:attachment":[{"href":"https:\/\/bsicos.i3a.es\/es\/wp-json\/wp\/v2\/media?parent=6911"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bsicos.i3a.es\/es\/wp-json\/wp\/v2\/categories?post=6911"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bsicos.i3a.es\/es\/wp-json\/wp\/v2\/tags?post=6911"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}