{"id":2675,"date":"2023-11-14T08:17:54","date_gmt":"2023-11-14T08:17:54","guid":{"rendered":"https:\/\/medgift.hevs.ch\/wordpress\/?p=2675"},"modified":"2023-11-14T08:17:56","modified_gmt":"2023-11-14T08:17:56","slug":"review-article-on-xai-in-medical-imaging","status":"publish","type":"post","link":"https:\/\/medgift.hevs.ch\/wordpress\/review-article-on-xai-in-medical-imaging\/","title":{"rendered":"Review article on XAI in medical imaging"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Our review article &#8220;<em>A Scoping Review of Interpretability and Explainability concerning Artificial Intelligence Methods in Medical Imaging<\/em>&#8220;, M. Champendal, H. M\u00fcller, J. O. Prior and C. S\u00e1 dos Reis, has been published in the European Journal of Radiology.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our study shows the increase of XAI publications, primarily focusing on applying MRI, CT, and radiography for classifying and predicting lung and brain pathologies. Visual and numerical output formats are predominantly used. We also show that terminology standardisation remains a challenge, as terms like \u201cexplainable\u201d and \u201cinterpretable\u201d are sometimes used indistinctively. More details and interesting results are available in the <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0720048X23004734?utm_acid=77239677&amp;SIS_ID=&amp;dgcid=STMJ_AUTH_SERV_PUBLISHED&amp;CMX_ID=&amp;utm_in=DM426533\">full paper<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"> <\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"490\" src=\"https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2023\/11\/1-s2.0-S0720048X23004734-gr7_lrg-1024x490.jpg\" alt=\"\" class=\"wp-image-2676\" srcset=\"https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2023\/11\/1-s2.0-S0720048X23004734-gr7_lrg-1024x490.jpg 1024w, https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2023\/11\/1-s2.0-S0720048X23004734-gr7_lrg-300x144.jpg 300w, https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2023\/11\/1-s2.0-S0720048X23004734-gr7_lrg-768x367.jpg 768w, https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2023\/11\/1-s2.0-S0720048X23004734-gr7_lrg-1536x735.jpg 1536w, https:\/\/medgift.hevs.ch\/wordpress\/wp-content\/uploads\/2023\/11\/1-s2.0-S0720048X23004734-gr7_lrg-2048x980.jpg 2048w\" sizes=\"auto, (max-width: 706px) 89vw, (max-width: 767px) 82vw, 740px\" \/><figcaption class=\"wp-element-caption\">Examples of different XAI output formats<\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Our review article &#8220;A Scoping Review of Interpretability and Explainability concerning Artificial Intelligence Methods in Medical Imaging&#8220;, M. Champendal, H. M\u00fcller, J. O. Prior and C. S\u00e1 dos Reis, has been published in the European Journal of Radiology. Our study shows the increase of XAI publications, primarily focusing on applying MRI, CT, and radiography for &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/medgift.hevs.ch\/wordpress\/review-article-on-xai-in-medical-imaging\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Review article on XAI in medical imaging&#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-2675","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p8AP2d-H9","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/posts\/2675","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=2675"}],"version-history":[{"count":1,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/posts\/2675\/revisions"}],"predecessor-version":[{"id":2677,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/posts\/2675\/revisions\/2677"}],"wp:attachment":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/media?parent=2675"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/categories?post=2675"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/tags?post=2675"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}