{"id":2097,"date":"2020-12-10T07:52:26","date_gmt":"2020-12-10T07:52:26","guid":{"rendered":"http:\/\/medgift.hevs.ch\/wordpress\/?p=2097"},"modified":"2020-12-10T08:23:51","modified_gmt":"2020-12-10T08:23:51","slug":"paper-accepted-at-the-explainable-agency-in-artificial-intelligence-workshop-aaai-21","status":"publish","type":"post","link":"https:\/\/medgift.hevs.ch\/wordpress\/paper-accepted-at-the-explainable-agency-in-artificial-intelligence-workshop-aaai-21\/","title":{"rendered":"Paper accepted at the Explainable Agency in Artificial Intelligence Workshop AAAI-21"},"content":{"rendered":"\n<p>Our paper on the &#8220;<a href=\"https:\/\/www.researchgate.net\/publication\/346789880_Evaluation_and_Comparison_of_CNN_Visual_Explanations_for_Histopathology\">Evaluation and Comparison of CNN Visual Explanations for Histopathology<\/a>&#8221; by Mara Graziani, Thomas Lompech, Henning M\u00fcller and Vincent Andrearczyk has been accepted for presentation at the <a href=\"https:\/\/aaai.org\/Conferences\/AAAI-21\/ws21workshops\/#ws11\">AAAI-21 Workshop on Explainable Agency in Artificial Intelligence<\/a>.<\/p>\n\n\n\n<p>In this work, we evaluate the alignment of XAI visualisations to cancer diagnostic procedures for breast tissue. Do the visualizations highlight specific nuclei types? Visual explanations may induce confirmation bias about CNN decisions.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><a href=\"https:\/\/github.com\/maragraziani\/XAI_evaluation\"><img decoding=\"async\" src=\"https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2020\/12\/ious_def_final-16.png\" alt=\"IOU with nuclei types\"\/><\/a><figcaption>Quantification of CNN attention on the nuclei types (+ link to the GitHub repository)<\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Our paper on the &#8220;Evaluation and Comparison of CNN Visual Explanations for Histopathology&#8221; by Mara Graziani, Thomas Lompech, Henning M\u00fcller and Vincent Andrearczyk has been accepted for presentation at the AAAI-21 Workshop on Explainable Agency in Artificial Intelligence. In this work, we evaluate the alignment of XAI visualisations to cancer diagnostic procedures for breast tissue. &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/medgift.hevs.ch\/wordpress\/paper-accepted-at-the-explainable-agency-in-artificial-intelligence-workshop-aaai-21\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Paper accepted at the Explainable Agency in Artificial Intelligence Workshop AAAI-21&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2097","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p8AP2d-xP","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/posts\/2097","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"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=2097"}],"version-history":[{"count":20,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/posts\/2097\/revisions"}],"predecessor-version":[{"id":2141,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/posts\/2097\/revisions\/2141"}],"wp:attachment":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/media?parent=2097"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/categories?post=2097"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/tags?post=2097"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}