{"id":3755,"date":"2023-01-29T19:41:09","date_gmt":"2023-01-29T18:41:09","guid":{"rendered":"https:\/\/rcai.de\/?p=3755"},"modified":"2026-01-08T12:57:46","modified_gmt":"2026-01-08T11:57:46","slug":"deepmic","status":"publish","type":"post","link":"https:\/\/rcai.de\/en\/2023\/01\/29\/deepmic\/","title":{"rendered":"DeepMIC"},"content":{"rendered":"<h2 class=\"wp-block-heading alignwide has-dm-sans-font-family\" style=\"text-transform:none\">DeepMIC<\/h2>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-78f78ab7 wp-block-columns-is-layout-flex\" style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"font-style:normal;font-weight:400\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"818\" height=\"468\" src=\"https:\/\/rcai.de\/wp-content\/uploads\/sites\/2\/2023\/01\/Screenshot-from-2023-01-29-19-39-12-1.png\" alt=\"\" class=\"wp-image-3759\" srcset=\"https:\/\/rcai.de\/wp-content\/uploads\/2023\/01\/Screenshot-from-2023-01-29-19-39-12-1.png 818w, https:\/\/rcai.de\/wp-content\/uploads\/2023\/01\/Screenshot-from-2023-01-29-19-39-12-1-300x172.png 300w, https:\/\/rcai.de\/wp-content\/uploads\/2023\/01\/Screenshot-from-2023-01-29-19-39-12-1-768x439.png 768w\" sizes=\"auto, (max-width: 818px) 100vw, 818px\" \/><\/figure>\n\n\n\n<p class=\"has-dm-sans-font-family has-small-font-size\">Bildsegmentiertung mittels Deep Learning (Bild: Prof. Dr. Christoph Palm, ReMIC)<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"font-style:normal;font-weight:400\">\n<h4 class=\"wp-block-heading has-dm-sans-font-family has-large-font-size\" style=\"font-style:normal;font-weight:400;text-transform:none\">Deep learning-based endoscope tracking<\/h4>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading alignwide tw-mt-0 tw-link-hover-underline has-dm-sans-font-family has-medium-font-size\" style=\"text-transform:none\">funded by:<br><a href=\"https:\/\/forschungsstiftung.de\/\">Bayerische Forschungsstiftung<\/a><\/h6>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading alignwide tw-mt-0 tw-link-hover-underline has-dm-sans-font-family has-medium-font-size\" style=\"text-transform:none\">Project responsible: <a href=\"https:\/\/rcai.de\/en\/category\/remic\/\" data-type=\"category\" data-id=\"26\">Prof. Dr. Christoph Palm<\/a><\/h6>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading alignwide tw-mt-0 tw-link-hover-underline has-dm-sans-font-family has-medium-font-size\" style=\"text-transform:none\">Cooperation partners: <a href=\"https:\/\/aktormed.info\">AKTORmed GmbH<\/a>, <a href=\"https:\/\/web.med.tum.de\">Research Group MITI der Technischen Universit\u00e4t M\u00fcnchen<\/a><\/h6>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading alignwide tw-mt-0 tw-link-hover-underline has-dm-sans-font-family has-medium-font-size\" style=\"text-transform:none\">Duration: 2021-2025<\/h6>\n\n\n\n<ul class=\"wp-block-social-links is-style-logos-only is-layout-flex wp-block-social-links-is-layout-flex\"><li class=\"wp-social-link wp-social-link-wordpress  wp-block-social-link\"><a href=\"https:\/\/re-mic.de\/projekte\/deepmic\/\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewbox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12.158,12.786L9.46,20.625c0.806,0.237,1.657,0.366,2.54,0.366c1.047,0,2.051-0.181,2.986-0.51 c-0.024-0.038-0.046-0.079-0.065-0.124L12.158,12.786z M3.009,12c0,3.559,2.068,6.634,5.067,8.092L3.788,8.341 C3.289,9.459,3.009,10.696,3.009,12z M18.069,11.546c0-1.112-0.399-1.881-0.741-2.48c-0.456-0.741-0.883-1.368-0.883-2.109 c0-0.826,0.627-1.596,1.51-1.596c0.04,0,0.078,0.005,0.116,0.007C16.472,3.904,14.34,3.009,12,3.009 c-3.141,0-5.904,1.612-7.512,4.052c0.211,0.007,0.41,0.011,0.579,0.011c0.94,0,2.396-0.114,2.396-0.114 C7.947,6.93,8.004,7.642,7.52,7.699c0,0-0.487,0.057-1.029,0.085l3.274,9.739l1.968-5.901l-1.401-3.838 C9.848,7.756,9.389,7.699,9.389,7.699C8.904,7.67,8.961,6.93,9.446,6.958c0,0,1.484,0.114,2.368,0.114 c0.94,0,2.397-0.114,2.397-0.114c0.485-0.028,0.542,0.684,0.057,0.741c0,0-0.488,0.057-1.029,0.085l3.249,9.665l0.897-2.996 C17.841,13.284,18.069,12.316,18.069,11.546z M19.889,7.686c0.039,0.286,0.06,0.593,0.06,0.924c0,0.912-0.171,1.938-0.684,3.22 l-2.746,7.94c2.673-1.558,4.47-4.454,4.47-7.771C20.991,10.436,20.591,8.967,19.889,7.686z M12,22C6.486,22,2,17.514,2,12 C2,6.486,6.486,2,12,2c5.514,0,10,4.486,10,10C22,17.514,17.514,22,12,22z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">WordPress<\/span><\/a><\/li><\/ul>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<h4 class=\"wp-block-heading alignwide has-dm-sans-font-family has-x-large-font-size\" style=\"font-style:normal;font-weight:500;text-transform:none\">KI-basiertes Assistenzsystem f\u00fcr die minimal-invasive Chirurgie<\/h4>\n\n\n\n<div style=\"height:35px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h6 class=\"wp-block-heading alignwide tw-mt-0 tw-link-hover-underline has-dm-sans-font-family has-medium-font-size\" style=\"text-transform:none\">Das Projekt DeepMIC schafft einen neuen Ansatz f\u00fcr ein intelligentes, kollaboratives Assistenzsystem zur Kameraf\u00fchrung bei minimal-invasiven chirurgischen Eingriffen. Das neue Assistenzsystem soll sich durch eine bisher noch nicht ansatzweise erreichte Adaptivit\u00e4t im Einsatz, eine intuitive Bedienbarkeit und die F\u00e4higkeit zur aktiven (halb-)automatischen Kooperation mit dem Chirurgen auszeichnen und somit quasi selbstst\u00e4ndig zu einer bestm\u00f6glichen Kameraf\u00fchrung f\u00e4hig sein.<\/h6>\n\n\n\n<p><\/p>\n\n\n\n<h6 class=\"wp-block-heading alignwide tw-mt-0 tw-link-hover-underline has-dm-sans-font-family has-medium-font-size\" style=\"text-transform:none\">Der innovative Ansatz besteht in einer kontinuierlichen Auswertung und Klassifikation der Informationen des endoskopischen Kamerabildes durch Methoden der K\u00fcnstlichen Intelligenz (hier speziell Deep Learning) in Kombination mit nat\u00fcrlicher Spracherkennung. Kombiniert mit Wissen aus dem chirurgischen Workflow soll das System eine Interaktion mit dem Chirurgen erlauben, die einer menschlichen Assistenz \u00e4hnlich ist und somit direkt auf die aktuellen Erfordernisse des Eingriffes reagieren kann.<\/h6>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Deep learning-based endoscope tracking<\/p>","protected":false},"author":8,"featured_media":3759,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"cybocfi_hide_featured_image":"","footnotes":""},"categories":[47,66],"tags":[],"class_list":["post-3755","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-projects-finished","category-remic"],"_links":{"self":[{"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/posts\/3755","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/comments?post=3755"}],"version-history":[{"count":2,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/posts\/3755\/revisions"}],"predecessor-version":[{"id":7154,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/posts\/3755\/revisions\/7154"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/media\/3759"}],"wp:attachment":[{"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/media?parent=3755"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/categories?post=3755"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rcai.de\/en\/wp-json\/wp\/v2\/tags?post=3755"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}