{"id":1833,"date":"2020-01-20T15:57:58","date_gmt":"2020-01-20T14:57:58","guid":{"rendered":"https:\/\/test.re-mic.de\/projects\/szenensegmentierung-chirurgieroboter\/"},"modified":"2022-10-26T13:03:09","modified_gmt":"2022-10-26T11:03:09","slug":"deepmic","status":"publish","type":"page","link":"https:\/\/re-mic.de\/en\/projects\/deepmic\/","title":{"rendered":"DeepMIC &#8211; Deep learning based endoscope tracking"},"content":{"rendered":"<div id=\"pl-1833\"  class=\"panel-layout\" ><div id=\"pg-1833-0\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-1833-0-0\"  class=\"panel-grid-cell\" ><div id=\"panel-1833-0-0-0\" class=\"so-panel widget widget_sow-headline panel-first-child panel-last-child\" data-index=\"0\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-headline so-widget-sow-headline-default-2262d4bc156d-1833\"\n\t\t\t\n\t\t><div class=\"sow-headline-container \">\n\t\t\t\t\t\t\t<h3 class=\"sow-headline\">\n\t\t\t\t\t\tDeepMIC - Deep learning based endoscope tracking\t\t\t\t\t\t<\/h3>\n\t\t\t\t\t\t<\/div>\n<\/div><\/div><\/div><\/div><div id=\"pg-1833-1\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-1833-1-0\"  class=\"panel-grid-cell\" ><div id=\"panel-1833-1-0-0\" class=\"so-panel widget widget_sow-image panel-first-child panel-last-child\" data-index=\"1\" ><div\n\t\t\t\n\t\t\tclass=\"so-widget-sow-image so-widget-sow-image-default-8b5b6f678277-1833\"\n\t\t\t\n\t\t>\n<div class=\"sow-image-container\">\n\t\t<img \n\tsrc=\"https:\/\/re-mic.de\/wp-content\/uploads\/2022\/05\/DeepMIC_Titelbild-scaled.jpg\" width=\"2560\" height=\"470\" srcset=\"https:\/\/re-mic.de\/wp-content\/uploads\/2022\/05\/DeepMIC_Titelbild-scaled.jpg 2560w, https:\/\/re-mic.de\/wp-content\/uploads\/2022\/05\/DeepMIC_Titelbild-300x55.jpg 300w, https:\/\/re-mic.de\/wp-content\/uploads\/2022\/05\/DeepMIC_Titelbild-1024x188.jpg 1024w, https:\/\/re-mic.de\/wp-content\/uploads\/2022\/05\/DeepMIC_Titelbild-768x141.jpg 768w, https:\/\/re-mic.de\/wp-content\/uploads\/2022\/05\/DeepMIC_Titelbild-1536x282.jpg 1536w, https:\/\/re-mic.de\/wp-content\/uploads\/2022\/05\/DeepMIC_Titelbild-2048x376.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" title=\"DeepMIC_Titelbild\" alt=\"\" \t\tclass=\"so-widget-image\"\/>\n\t<\/div>\n\n<\/div><\/div><\/div><\/div><div id=\"pg-1833-2\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-1833-2-0\"  class=\"panel-grid-cell\" ><div id=\"panel-1833-2-0-0\" 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<h3 style=\"text-align: left;\">Project description<\/h3>\n<p style=\"text-align: left;\">The DeepMIC project is creating a new approach for an intelligent, collaborative assistance system for camera guidance during minimally invasive surgical procedures. The new assistance system is to be characterized by an adaptivity in use that has not yet been achieved to any degree, intuitive operability and the ability to cooperate actively (semi-) automatically with the surgeon and thus be capable of the best possible camera guidance virtually on its own.<\/p>\n<p style=\"text-align: left;\">The innovative approach consists of a continuous evaluation and classification of the information of the endoscopic camera image by methods of artificial intelligence (here especially Deep Learning) in combination with natural speech recognition. Combined with knowledge from the surgical workflow, the system should allow interaction with the surgeon that is similar to a human assistant and can thus react directly to the current requirements of the procedure.<\/p>\n<\/div>\n<\/div><\/div><\/div><\/div><div id=\"pg-1833-3\"  class=\"panel-grid panel-no-style\" ><div id=\"pgc-1833-3-0\"  class=\"panel-grid-cell\" ><div id=\"panel-1833-3-0-0\" 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<h3 style=\"text-align: left;\"><a href=\"https:\/\/forschungsstiftung.de\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-4598 size-full\" src=\"https:\/\/re-mic.de\/wp-content\/uploads\/2021\/08\/bayerische-forschungsstiftung-logo-300x77-1.jpg\" alt=\"\" width=\"300\" height=\"77\" \/><\/a>Funding<\/h3>\n<p style=\"text-align: left;\">Grant from funds of the Bavarian Research Foundation,<br \/>\nFunding code: AZ-1506-21<\/p>\n<h3 style=\"text-align: left;\">Period and volume<\/h3>\n<p style=\"text-align: left;\">August 2021 to August 2024<\/p>\n<p style=\"text-align: left;\">Overall project: approx. 534 T\u20ac, sub-project of the OTH Regensburg: approx.\u00a0 200 T\u20ac<\/p>\n<h3 style=\"text-align: left;\">Cooperation partners<\/h3>\n<ul class=\"markdown__list\" style=\"text-align: left;\">\n<li><a href=\"https:\/\/aktormed.info\/de\/\" target=\"_blank\" rel=\"noopener\">AKTORmed GmbH<\/a>, Barbing<\/li>\n<li><a href=\"https:\/\/web.med.tum.de\/en\/miti\/home\/\" target=\"_blank\" rel=\"noopener\">MITI<\/a>, TU M\u00fcnchen<\/li>\n<li><a href=\"https:\/\/re-mic.de\/en\" target=\"_blank\" rel=\"noopener\">ReMIC<\/a>, OTH Regensburg<\/li>\n<\/ul>\n<p style=\"text-align: left;\">\n<\/div>\n<\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>DeepMIC &#8211; Deep learning based endoscope tracking Project description The DeepMIC project is creating a new approach for an intelligent, collaborative assistance system for camera guidance during minimally invasive surgical procedures. The new assistance system is to be characterized by an adaptivity in use that has not yet been achieved to any degree, intuitive operability [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":1810,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-1833","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/re-mic.de\/en\/wp-json\/wp\/v2\/pages\/1833","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/re-mic.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/re-mic.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/re-mic.de\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/re-mic.de\/en\/wp-json\/wp\/v2\/comments?post=1833"}],"version-history":[{"count":16,"href":"https:\/\/re-mic.de\/en\/wp-json\/wp\/v2\/pages\/1833\/revisions"}],"predecessor-version":[{"id":5503,"href":"https:\/\/re-mic.de\/en\/wp-json\/wp\/v2\/pages\/1833\/revisions\/5503"}],"up":[{"embeddable":true,"href":"https:\/\/re-mic.de\/en\/wp-json\/wp\/v2\/pages\/1810"}],"wp:attachment":[{"href":"https:\/\/re-mic.de\/en\/wp-json\/wp\/v2\/media?parent=1833"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}