{"id":1434,"date":"2019-09-19T09:02:38","date_gmt":"2019-09-19T09:02:38","guid":{"rendered":"http:\/\/medgift.hevs.ch\/wordpress\/?page_id=1434"},"modified":"2026-03-10T12:34:11","modified_gmt":"2026-03-10T12:34:11","slug":"examode","status":"publish","type":"page","link":"https:\/\/medgift.hevs.ch\/wordpress\/projects\/past-projects\/examode\/","title":{"rendered":"ExaMode"},"content":{"rendered":"<h2>ExaMode: Extreme-scale Analytics via Multimodal Ontology Discovery &amp; Enhancement<img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-1468 aligncenter\" src=\"https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2019\/09\/800px-ExaModeLogo_TranspBackground-300x180.png\" alt=\"\" width=\"300\" height=\"180\" srcset=\"https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2019\/09\/800px-ExaModeLogo_TranspBackground-300x180.png 300w, https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2019\/09\/800px-ExaModeLogo_TranspBackground-768x462.png 768w, https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2019\/09\/800px-ExaModeLogo_TranspBackground.png 800w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/h2>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-1467 size-medium aligncenter\" src=\"https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2019\/09\/550px-Workpackages-300x225.jpg\" alt=\"\" width=\"300\" height=\"225\" srcset=\"https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2019\/09\/550px-Workpackages-300x225.jpg 300w, https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2019\/09\/550px-Workpackages.jpg 550w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p><span style=\"color: #0000ff;\"><a style=\"color: #0000ff;\" href=\"https:\/\/www.examode.eu\">https:\/\/www.examode.eu<\/a><\/span><\/p>\n<p>Exascale volumes of diverse data from distributed sources are continuously produced. Healthcare data stand out in the size produced (production is expected to be over 2000 exabytes in 2020), heterogeneity (many media, acquisition methods), included knowledge (e.g. diagnosis) and commercial value. The supervised nature of deep learning models requires large labeled, annotated data, which precludes models to extract knowledge and value. Examode solves this by allowing easy &amp; fast, weakly supervised knowledge discovery of exascale heterogeneous data, limiting human interaction.<\/p>\n<h2><a href=\"http:\/\/publications.hevs.ch\/index.php\/topics\/single\/207\"><span style=\"color: #0000ff;\">Publications<\/span><\/a><\/h2>\n<h2>Project members<\/h2>\n<ul>\n<li>HES-SO<\/li>\n<li>University of Padova<\/li>\n<li>Ontotext<\/li>\n<li>Radboud University<\/li>\n<li>Microscopeit<\/li>\n<li>Cannizzaro Hospital<\/li>\n<li>SurfSara<\/li>\n<\/ul>\n<h2>Team members<\/h2>\n<ul>\n<li><a href=\"https:\/\/medgift.hevs.ch\/wordpress\/team\/henning-mueller\/\">Henning M\u00fcller<\/a> (HEAD)<\/li>\n<li><a href=\"https:\/\/medgift.hevs.ch\/wordpress\/team\/manfredo-atzori\/\">Manfredo Atzori<\/a> (HEAD)<\/li>\n<li><a href=\"https:\/\/medgift.hevs.ch\/wordpress\/team\/sebastian-otalora\/\">Sebastian Ot\u00e1lora<\/a><\/li>\n<li><a href=\"https:\/\/medgift.hevs.ch\/wordpress\/team\/niccolo-marini\/\">Niccolo Marini<\/a><\/li>\n<\/ul>\n<h2>Acknowledgements<\/h2>\n<p>This project has received funding from the european Union&#8217;s Horizon 2020 research and innovation programme under grant agreement no. 825292<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ExaMode: Extreme-scale Analytics via Multimodal Ontology Discovery &amp; Enhancement https:\/\/www.examode.eu Exascale volumes of diverse data from distributed sources are continuously produced. Healthcare data stand out in the size produced (production is expected to be over 2000 exabytes in 2020), heterogeneity (many media, acquisition methods), included knowledge (e.g. diagnosis) and commercial value. The supervised nature of &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/medgift.hevs.ch\/wordpress\/projects\/past-projects\/examode\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;ExaMode&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":349,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1434","page","type-page","status-publish","hentry"],"jetpack_shortlink":"https:\/\/wp.me\/P8AP2d-n8","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/pages\/1434","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/comments?post=1434"}],"version-history":[{"count":13,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/pages\/1434\/revisions"}],"predecessor-version":[{"id":1523,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/pages\/1434\/revisions\/1523"}],"up":[{"embeddable":true,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/pages\/349"}],"wp:attachment":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/media?parent=1434"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}