{"id":100227289,"date":"2025-04-24T15:21:21","date_gmt":"2025-04-24T13:21:21","guid":{"rendered":"https:\/\/www.fh-joanneum.at\/?post_type=project&#038;p=100227289"},"modified":"2025-04-24T15:21:30","modified_gmt":"2025-04-24T13:21:30","slug":"lethe-recommendation-service-for-digital-intervenion-pathways","status":"publish","type":"project","link":"https:\/\/www.fh-joanneum.at\/en\/project\/lethe-recommendation-service-for-digital-intervenion-pathways\/","title":{"rendered":"LETHE &#8211; Recommendation Service for Digital Intervention Pathways"},"content":{"rendered":"<div class=\"wp-block-sidebar-layout-container margin-bottom-normal\">\n    <div\n        class=\"container-lg\"\n        style=\"--bs-gutter-x: 0;\"\n    >\n        <div\n            class=\"row\"\n            style=\"--bs-gutter-x: 0;\"\n        >\n            \n<div class=\"col-12 col-md-3 order-1 order-md-0 sidebar\">\n            \n<div\n    id=\"\"\n    class=\"wp-block-institute-card margin-bottom-normal\"\n>\n    <div class=\"container-lg\">\n                                    <div class=\"row justify-content-around\">\n                    <div class=\"col-8 col-sm-6 col-md-12\">\n                        <a\n        class=\"angewandte-informatik institute-card\"\n        href=\"https:\/\/www.fh-joanneum.at\/en\/institute\/ehealth\/\"\n         target=\"_self\"     >\n                            <div class=\"major-bg-color\">\n            <div class=\"wrapper\">\n                <div class=\"header\">\n                    <span>Institute<\/span>\n                <\/div>\n                <h4>eHealth<\/h4>\n            <\/div>\n        <\/div>\n            <span><\/span>\n                    <\/a>\n                    <\/div>\n                <\/div>\n                        <\/div>\n<\/div>\n\n\n<div id=\"\" class=\"wp-block-fact-box margin-bottom-normal\">\n  <div class=\"container-lg\">\n        <div class=\"row justify-content-around\">\n            <div class=\"col-8 col-sm-6 col-md-12\">\n                <div class=\"card border border-light p-3\">\n                    <ul class=\"list-unstyled mb-0\">\n                                              <li\n                          class=\"\"\n                        >\n                          <div class=\"label mb-1\">\n                            Duration\n                          <\/div>\n                          <div class=\"value fw-bold\">10\/2024 &#8211; 02\/2025<\/div>\n                        <\/li>\n                                          <\/ul>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<div\n    id=\"\"\n    class=\"wp-block-text-card card margin-bottom-normal\"\n>\n    <div class=\"container-lg\">\n        <div class=\"row justify-content-around\">\n            <div class=\"col-8 col-sm-6 col-md-12\">\n                <div class=\"border border-light p-3\">\n                    <div class=\"module-migration-sidebar-ueberschrift-text\">\n<h4 class=\"field-migration-ueberschrift\">Project Manager<\/h4>\n<p class=\"field-migration-text\">\n<\/div>\n\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<div\n        id=\"\"\n        class=\"wp-block-person-card margin-bottom-normal\"\n    >\n        <div class=\"container-lg\">\n            <div class=\"row justify-content-around\">\n                <div class=\"col-8 col-sm-6 col-md-12\">\n                    <a href=\"https:\/\/www.fh-joanneum.at\/en\/university\/person\/markus-boedenler\"\n    class=\"person-card\">\n    <div class=\"border border-light h-100\">\n\n        <div class=\"image-wrapper\">\n            <picture>\n        <img decoding=\"async\"\n        class=\"img-fluid\"\n        src=\"https:\/\/online.fh-joanneum.at\/JOANNEUMonline\/visitenkarte.showImage?pPersonenGruppe=3&amp;pPersonenId=7FA80D285E580C92\"\n        alt=\"\"\n        title=\"\"\n                 onerror=\"this.src = 'https:\/\/www.fh-joanneum.at\/app\/themes\/fh\/public\/images\/avatar_dummy.e5edf9.png'\"     >\n<\/picture>\n\n        <\/div>\n        <div class=\"p-2 p-xl-3\">\n                            <p class=\"mb-1 hyphens\">DI Dr.<\/p>\n                        <h6>Markus B\u00f6denler<\/h6>\n                            <p class=\"mb-1 hyphens\"> BSc<\/p>\n                        <p class=\"mb-0 hyphens\">\n              Senior Lecturer (FH)\n            <\/p>\n        <\/div>\n    <\/div>\n<\/a>                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n\n\n<div\n        id=\"\"\n        class=\"wp-block-person-card margin-bottom-normal\"\n    >\n        <div class=\"container-lg\">\n            <div class=\"row justify-content-around\">\n                <div class=\"col-8 col-sm-6 col-md-12\">\n                    <a href=\"https:\/\/www.fh-joanneum.at\/en\/university\/person\/hannes-hilberger\"\n    class=\"person-card\">\n    <div class=\"border border-light h-100\">\n\n        <div class=\"image-wrapper\">\n            <picture>\n        <img decoding=\"async\"\n        class=\"img-fluid\"\n        src=\"https:\/\/online.fh-joanneum.at\/JOANNEUMonline\/visitenkarte.showImage?pPersonenGruppe=3&amp;pPersonenId=BDE150182E3FB395\"\n        alt=\"\"\n        title=\"\"\n                 onerror=\"this.src = 'https:\/\/www.fh-joanneum.at\/app\/themes\/fh\/public\/images\/avatar_dummy.e5edf9.png'\"     >\n<\/picture>\n\n        <\/div>\n        <div class=\"p-2 p-xl-3\">\n                        <h6>Hannes Hilberger<\/h6>\n                            <p class=\"mb-1 hyphens\"> BSc MSc<\/p>\n                        <p class=\"mb-0 hyphens\">\n              Lecturer (FH)\n            <\/p>\n        <\/div>\n    <\/div>\n<\/a>                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n\n\n<div\n    id=\"\"\n    class=\"wp-block-text-card card margin-bottom-normal\"\n>\n    <div class=\"container-lg\">\n        <div class=\"row justify-content-around\">\n            <div class=\"col-8 col-sm-6 col-md-12\">\n                <div class=\"border border-light p-3\">\n                    <div class=\"module-migration-sidebar-ueberschrift-text\">\n<h4 class=\"field-migration-ueberschrift\">Project Team<\/h4>\n<p>Stefan Kolb, BSc (eHealth)<\/p>\n<p>Bernd Schuster, BSc (eHealth)<\/p>\n<p>Michael Sch\u00fctzenh\u00f6fer, BSc (eHealth)<\/p>\n<p>Joachim Waltl, BSc (eHealth)<\/p>\n<\/div>\n\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<\/div>\n\n\n<div class=\"d-none d-md-flex col-md-1 seperator-column\"><\/div>\n<div class=\"col-12 col-md-8 order-0 order-md-1\">\n    \n<div\n    id=\"\"\n    class=\"wp-block-intro-text margin-bottom-normal\"\n>\n    <div class=\"container-lg\">\n        <div class=\"row\">\n            <div class=\"col\">\n                <div class=\"major-text-color fst-italic\"><div class=\"module-migration-intro-text\">\n<p>The master project \u201cRecommendation Service for Digital Intervention Pathways\u201d is part of the <a href=\"https:\/\/www.fh-joanneum.at\/en\/project\/lethe-%ce%bb%ce%ae%ce%b8%ce%b7\/\">LETHE<\/a>\u00a0research project, which deals with digital support for older people to promote a healthy lifestyle and prevent cognitive decline.<\/p>\n<\/div>\n<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<div id=\"\" class=\"wp-block-text-content margin-bottom-normal\">\n    <div class=\"container-lg\">\n        <div class=\"row\">\n            <div class=\"col\">\n                <p>These interventions are based on studies that have shown that a healthy diet, exercise, social contact, adequate sleep, cognitive exercise and stress management can positively influence cognitive performance. Data are collected from study participants and used to define personalized digital interventions based on medical expertise from various disciplines in the form of clear &ldquo;rules&rdquo;. These rules are examples of possible use cases and are visualized in the LETHE Dashboard. With the help of these rules, which have been defined with clinicians, certain intervention processes are to be controlled automatically. The focus is on the modularity of the rules because they can be exchanged and adapted to the patients.<\/p>\n<h4>Objectives<\/h4>\n<ul>\n<li>Integration of the existing AI models into the LETHE dashboard<\/li>\n<li>Definition of decision rules for the automated recommendation of the intervention path based on the individual risk\/protection factors<\/li>\n<li>Implementation and integration of the recommendation service<\/li>\n<li>Visualization of the risk profile and the initial intervention recommendation<\/li>\n<li>Generation of a target group-specific recommendation report incl. export function (e.g. pdf)<\/li>\n<\/ul>\n<h4>Result<\/h4>\n<p>The service was successfully implemented. As part of this, the categories &ldquo;Participant Summary&rdquo;, &ldquo;Initial Risk Profile&rdquo; and &ldquo;Initial Intervention Recommendation&rdquo; have been revised. Clinicians now have the option of viewing patient-specific intervention recommendations directly in the dashboard. Each domain is color-coded, while the underlying composition of the recommendation is broken down by percentage &ndash; domains and their associated features are visualized. It is also possible to enter new values and start a simulation with these. For documentation purposes, a report can also be generated as a PDF that summarizes all relevant information from the dashboard.<\/p>\n\n            <\/div>\n        <\/div>\n            <\/div>\n<\/div>\n\n\n<div\n    id=\"\"\n    class=\"wp-block-image-slider margin-bottom-normal\"\n>\n    <div class=\"container-lg\">\n        <div class=\"row\">\n            <div class=\"col-12\">\n                <div class=\"swiper-outer-wrapper\">\n                    <div class=\"image-header\">\n                        <div class=\"swiper-navigation\">\n                            <div class=\"swiper-button-prev-custom\">\n                                <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"9\" height=\"14\" viewBox=\"0 0 9 14\" fill=\"none\">\n  <path d=\"M8 13L2 7L8 1\" stroke=\"\" stroke-width=\"1.5\" stroke-linecap=\"round\"\/>\n<\/svg>                            <\/div>\n                            <div class=\"swiper-button-next-custom\">\n                                <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"9\" height=\"14\" viewBox=\"0 0 9 14\" fill=\"none\">\n  <path d=\"M1 1L7 7L1 13\" stroke=\"\" stroke-width=\"1.5\" stroke-linecap=\"round\"\/>\n<\/svg>                            <\/div>\n                        <\/div>\n                    <\/div>\n                    <div class=\"swiper image-slider-swiper\">\n                        <div class=\"swiper-wrapper\">\n                                                                                                <div class=\"swiper-slide item\">\n                                        <picture>\n                        <source\n                media=\"(max-width: 576px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService-576x324.png, https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService-768x432.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 768px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService-768x432.png, https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService-1024x576.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 1024px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService-1024x576.png, https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 1280px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService.png, https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 1280px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService.png, https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService.png 2x\"\n            \/>\n                <img decoding=\"async\"\n        class=\"img-fluid\"\n        src=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LetheRecommendationService.png\"\n        alt=\"\"\n        title=\"\"\n         loading=\"lazy\"             >\n<\/picture>\n\n                                                                                    <p class=\"text-muted mt-2\">LETHE dashboard \/ risk profile of a test patient: Model input (left) can be edited to evaluate the effect on the risk, net and domain specific risk prediction (center), initial intervention recommendation (right). \u00a9 FH JOANNEUM \/ eHealth<\/p>\n                                                                            <\/div>\n                                                                    <div class=\"swiper-slide item\">\n                                        <picture>\n                        <source\n                media=\"(max-width: 576px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam-576x324.png, https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam-768x432.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 768px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam-768x432.png, https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam-1024x576.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 1024px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam-1024x576.png, https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 1280px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam.png, https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 1280px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam.png, https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam.png 2x\"\n            \/>\n                <img decoding=\"async\"\n        class=\"img-fluid\"\n        src=\"https:\/\/cdn3.fh-joanneum.at\/media\/2025\/04\/LETHE_RecommendationService_ProjectTeam.png\"\n        alt=\"\"\n        title=\"\"\n         loading=\"lazy\"             >\n<\/picture>\n\n                                                                                    <p class=\"text-muted mt-2\">Project team (from left to right: Hannes Hilberger, Markus B\u00f6denler, Michael Sch\u00fctzenh\u00f6fer, Joachim Waltl, Stefan Kolb, Bernd Schuster.) \u00a9 FH JOANNEUM \/ eHealth<\/p>\n                                                                            <\/div>\n                                                                                    <\/div>\n                    <\/div>\n\n                    <div class=\"swiper-navigation-pagination\">\n                        <div class=\"swiper-button-prev-custom\">\n                            <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"9\" height=\"14\" viewBox=\"0 0 9 14\" fill=\"none\">\n  <path d=\"M8 13L2 7L8 1\" stroke=\"\" stroke-width=\"1.5\" stroke-linecap=\"round\"\/>\n<\/svg>                        <\/div>\n                        <div class=\"swiper-pagination\"><\/div>\n                        <div class=\"swiper-button-next-custom\">\n                            <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"9\" height=\"14\" viewBox=\"0 0 9 14\" fill=\"none\">\n  <path d=\"M1 1L7 7L1 13\" stroke=\"\" stroke-width=\"1.5\" stroke-linecap=\"round\"\/>\n<\/svg>                        <\/div>\n                    <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<\/div>\n\n\n        <\/div>\n    <\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>In the project, the LETHE RuleEditor was implemented in which clinicians can create and integrate rules, independent of developers.<\/p>\n","protected":false},"author":37,"featured_media":10092395,"template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-100227289","project","type-project","status-publish","has-post-thumbnail","hentry"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"The implemented service enables clinicians to view patient-specific intervention recommendations directly in the LETHE dashboard.\" \/>\n\t<meta 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