{"id":10092392,"date":"2024-04-23T13:55:30","date_gmt":"2024-04-23T11:55:30","guid":{"rendered":"https:\/\/www.fh-joanneum.at\/?post_type=projects&#038;p=92392"},"modified":"2024-04-23T13:55:30","modified_gmt":"2024-04-23T11:55:30","slug":"fitbit-data-mapping","status":"publish","type":"project","link":"https:\/\/www.fh-joanneum.at\/en\/project\/fitbit-data-mapping\/","title":{"rendered":"FitBit Data Mapping"},"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    >\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<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\/2023 &#8211; 02\/2024<\/div>\n                        <\/li>\n                                          <\/ul>\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\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<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\/sten-hanke\"\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=E81E7DCDC6F1B4FC\"\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>Sten Hanke<\/h6>\n                        <p class=\"mb-0 hyphens\">\n              Associate Professor (FH)\n            <\/p>\n        <\/div>\n    <\/div>\n<\/a>                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\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 class=\"field-migration-text\">\n<p>Michael Djuris, BSc (eHealth)<\/p>\n<p>Severin Perscha, BSc (eHealth)<\/p>\n<p>Christian Taucher, BSc (eHealth)<\/p>\n<\/p>\n<\/div>\n\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n<div id=\"\" class=\"wp-block-partner-card 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              <a href=\"https:\/\/dhp.lbg.ac.at\/?lang=en\">\n                  <div class=\"border border-light\">\n                      <picture>\n                        <source\n                media=\"(max-width: 576px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png, https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 663px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png, https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 663px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png, https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 663px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png, https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 663px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png, https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png 2x\"\n            \/>\n                <img decoding=\"async\"\n        class=\"img-fluid\"\n        src=\"https:\/\/cdn3.fh-joanneum.at\/media\/2023\/05\/lbi-dhp-open-mhealth-fhir-mapper.png\"\n        alt=\"LBI-DHP Open mHealth\/FHIR Mapper\"\n        title=\"\"\n         loading=\"lazy\"             >\n<\/picture>\n\n                      <div class=\"p-3\">\n                          <p>Partner<\/p>\n                          <h4>Ludwig Boltzmann Institut<\/h4>\n                          <p> <\/p>\n                      <\/div>\n                  <\/div>\n              <\/a>\n          <\/div>\n      <\/div>\n  <\/div>\n<\/div>\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\">Contact<\/h4>\n<p class=\"field-migration-text\">\n<p>Dr. Somayeh Abedian<\/p>\n<p>Rada Hussein, PhD, FIAHSI<\/p>\n<\/p>\n<\/div>\n\n                <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\n\n\n<\/div>\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 class=\"field-migration-intro_textfield\">\n<p>The aim of this master project was to find out to what extent openEHR can be used for physical activity data and to what extent it can be used and combined with the <a href=\"https:\/\/build.fhir.org\/ig\/HL7\/physical-activity\/\">HL7 FHIR Physical Activity Implementation Guide<\/a>.<\/p>\n<\/p>\n<\/div>\n<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/div>\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>FHIR is a widely used standard for storing and transmitting health data in so-called resources. A disadvantage of FHIR is that the definitions of resources are sometimes incomplete and need to be revised from time to time. <a href=\"https:\/\/www.openehr.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">openEHR<\/a> may prove to be a better option for storing health data, especially in the long term. FHIR can then be used to exchange health data based on openEHR. Furthermore, it can be observed that Personal Generated Health Data (PGHD), i.e. data from wearables and apps, can only be stored very inadequately in FHIR.<\/p>\n<h4>Objectives<\/h4>\n<ul>\n<li>Exemplary analysis for PGHD in how far physical activity data from personal devices can be stored in openEHR<\/li>\n<li>Recording of physical activity data with Fitbit devices and storing it in openEHR<\/li>\n<li>Implementation of the HL7 FHIR Physical Activity Implementation Guide based on an openEHR profile with Fitbit data<\/li>\n<\/ul>\n<h4>Results<\/h4>\n<p>The collected Fitbit wearable data could be incorporated into the openEHR standard in such a way that a PGHD record can be displayed. Furthermore, already existing openEHR archetypes were found that partially reflect wearable data. However, the data needs to be processed beforehand and cannot be directly incorporated. The Fitbit data could be mapped to the selected archetype. For the future, it would be advisable to create a more suitable archetype for wearable data, which could potentially be linked directly to FHIR resources.<\/p>\n\n            <\/div>\n        <\/div>\n            <\/div>\n<\/div>\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\/2024\/04\/fitbit-data-mapping-9.png, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-9.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 694px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-9.png, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-9.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 694px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-9.png, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-9.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 694px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-9.png, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-9.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 694px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-9.png, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-9.png 2x\"\n            \/>\n                <img decoding=\"async\"\n        class=\"img-fluid\"\n        src=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-9.png\"\n        alt=\"FitBit Data Mapping 8\"\n        title=\"\"\n         loading=\"lazy\"             >\n<\/picture>\n\n                                                                                    <p class=\"text-muted mt-2\">Overall project workflow. \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\/2024\/04\/fitbit-data-mapping-11.png, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-11-768x373.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 768px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-11-768x373.png, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-11-1024x498.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 1024px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-11-1024x498.png, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-11-1536x747.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 1536px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-11-1536x747.png, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-11-2048x996.png 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 2048px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-11-2048x996.png, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-11.png 2x\"\n            \/>\n                <img decoding=\"async\"\n        class=\"img-fluid\"\n        src=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-11.png\"\n        alt=\"FitBit Data Mapping 10\"\n        title=\"\"\n         loading=\"lazy\"             >\n<\/picture>\n\n                                                                                    <p class=\"text-muted mt-2\">Data mapping. \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\/2024\/04\/fitbit-data-mapping-2-scaled.jpg, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-2-768x432.jpg 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 768px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-2-768x432.jpg, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-2-1024x576.jpg 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 1024px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-2-1024x576.jpg, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-2-1536x864.jpg 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 1536px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-2-1536x864.jpg, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-2-2048x1152.jpg 2x\"\n            \/>\n                    <source\n                media=\"(max-width: 2048px)\"\n                srcset=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-2-2048x1152.jpg, https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-2-scaled.jpg 2x\"\n            \/>\n                <img decoding=\"async\"\n        class=\"img-fluid\"\n        src=\"https:\/\/cdn3.fh-joanneum.at\/media\/2024\/04\/fitbit-data-mapping-2-scaled.jpg\"\n        alt=\"FitBit Data Mapping 1\"\n        title=\"\"\n         loading=\"lazy\"             >\n<\/picture>\n\n                                                                                    <p class=\"text-muted mt-2\">Project team (from left to right: Severin Perscha, Christian Taucher, Michael Djuris) during the poster walk. \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\n","protected":false},"excerpt":{"rendered":"<p>Data mapping of physical activity data from wearables (FitBit) to openEHR through API.<\/p>\n","protected":false},"author":37,"featured_media":10092368,"template":"","meta":{"_acf_changed":false,"footnotes":""},"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.fh-joanneum.at\/en\/wp-json\/wp\/v2\/project\/10092392"}],"collection":[{"href":"https:\/\/www.fh-joanneum.at\/en\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/www.fh-joanneum.at\/en\/wp-json\/wp\/v2\/types\/project"}],"author":[{"embeddable":true,"href":"https:\/\/www.fh-joanneum.at\/en\/wp-json\/wp\/v2\/users\/37"}],"version-history":[{"count":0,"href":"https:\/\/www.fh-joanneum.at\/en\/wp-json\/wp\/v2\/project\/10092392\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.fh-joanneum.at\/en\/wp-json\/wp\/v2\/media\/10092368"}],"wp:attachment":[{"href":"https:\/\/www.fh-joanneum.at\/en\/wp-json\/wp\/v2\/media?parent=10092392"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}