{"id":7376,"date":"2021-10-08T19:54:00","date_gmt":"2021-10-08T17:54:00","guid":{"rendered":"https:\/\/staging.mediaire.ai\/index.php\/2022\/11\/03\/miccai2021\/"},"modified":"2022-11-06T10:35:22","modified_gmt":"2022-11-06T09:35:22","slug":"mediaire-wins-international-miccai-challenge-on-ms-lesion-segmentation","status":"publish","type":"post","link":"https:\/\/mediaire.ai\/en\/mediaire-gewinnt-internationalen-miccai-wettbewerb-zur-segmentierung-von-ms-laesionen\/","title":{"rendered":"mediaire wins international MICCAI-challenge on MS lesion segmentation"},"content":{"rendered":"

Longitudinal lesion segmentation in Multiple Sclerosis is a very challenging task and often there is not even consensus among expert neuroradiologists whether or not \u201ca white spot\u201d should be counted as a new lesion. 24 teams from 4 continents accepted this challenge and submitted their best algorithms and pipelines. The ground truth was derived from consensus reading of 4 expert neuroradiologists. The performance of the the AI-tools was compared against this ground truth using F1- & DICE-Score as metrics \u2013 see example:<\/p>\n

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In the end mediaire\u2019s approach achieved the best results in terms of lesion detection (F1-Score) and ranked #1 and #3, respectively, while outperforming teams from Siemens, NVIDIA, several well known academic teams and an expert neuroradiologist. However, as neuroradiologists have been involved in generating the ground truth there certainly was a bias in favour of the human rater here\u2026<\/p>\n

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The full results can be accessed here: MICCAI 2021 New lesion segmentation challenge \u2013 Details<\/a><\/p>\n

The technology used in this challenge is partially available in our commercial product mdbrain already where it is regularly improved based on new data and feedback from our customers.<\/p>\n

 <\/p>","protected":false},"excerpt":{"rendered":"

24 Teams aus der ganzen Welt reichten ihre Algorithmen und Pipelines ein, um die beste Methode f\u00fcr die Detektion neuer MS-L\u00e4sionen zu k\u00fcren. Die Pipelines von mediaire schafften es an die Spitze und belegten Platz 1 & 3!<\/p>","protected":false},"author":1,"featured_media":7571,"comment_status":"closed","ping_status":"closed","sticky":true,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[15],"tags":[35,36,37],"class_list":["post-7376","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-press","tag-investoren","tag-preise","tag-presse"],"acf":[],"_links":{"self":[{"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/posts\/7376","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/comments?post=7376"}],"version-history":[{"count":0,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/posts\/7376\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/media\/7571"}],"wp:attachment":[{"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/media?parent=7376"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/categories?post=7376"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mediaire.ai\/en\/wp-json\/wp\/v2\/tags?post=7376"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}