{"id":2678,"date":"2023-12-07T12:33:24","date_gmt":"2023-12-07T12:33:24","guid":{"rendered":"https:\/\/medgift.hevs.ch\/wordpress\/?p=2678"},"modified":"2023-12-07T12:33:26","modified_gmt":"2023-12-07T12:33:26","slug":"presentation-of-v-andrearczyk-on-ai-for-medical-imaging","status":"publish","type":"post","link":"https:\/\/medgift.hevs.ch\/wordpress\/presentation-of-v-andrearczyk-on-ai-for-medical-imaging\/","title":{"rendered":"Presentation of V. Andrearczyk on AI for medical imaging"},"content":{"rendered":"\n<p>Vincent Andrearczyk presented his research on medical imaging at the <a href=\"https:\/\/ai-cafe.eu\/\">AI-Cafe<\/a>, an online forum to gain insights into the European AI scene. He emphasized the importance of three essential ingredients: <strong>Generalizability, interpretability and interaction with clinicians<\/strong>. The talk is available online:<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe loading=\"lazy\" class=\"youtube-player\" width=\"525\" height=\"296\" src=\"https:\/\/www.youtube.com\/embed\/b5lUq5k-GSg?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=en-US&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n\n\n\n<p>Medical imaging is an essential step in patient care, from diagnostic and treatment planning to follow-up, allowing doctors to assess organs, tissue and blood vessels non-invasively. AI capabilities to analyze medical images are extremely promising for assisting clinicians in their daily routines.<br>This presentation introduces some of the essential ingredients for developing reliable medical imaging AI models with a focus on generalizability, interpretability and interaction with clinicians.<br><strong>Generalizability<\/strong> refers to the capacity of the models to adapt to new, previously unseen data, for instance, images coming from a new machine or hospital. <strong>Interpretability<\/strong> refers to the translation of the working principles and outcomes of the models in human-understandable terms. Finally, the <strong>involvement of clinicians<\/strong>, in all phases of a model development and evaluation is crucial to ensure the utility, usability and alignment of the solutions.<br>This talk covered all these topics and their integration in various tasks to foster patient care. I will give concrete examples including brain lesion management based on MRI analysis, and head and neck tumor segmentation and outcome prediction from PET\/CT images.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Vincent Andrearczyk presented his research on medical imaging at the AI-Cafe, an online forum to gain insights into the European AI scene. He emphasized the importance of three essential ingredients: Generalizability, interpretability and interaction with clinicians. The talk is available online: Medical imaging is an essential step in patient care, from diagnostic and treatment planning &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/medgift.hevs.ch\/wordpress\/presentation-of-v-andrearczyk-on-ai-for-medical-imaging\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Presentation of V. Andrearczyk on AI for 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-2678","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/p8AP2d-Hc","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/posts\/2678","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=2678"}],"version-history":[{"count":3,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/posts\/2678\/revisions"}],"predecessor-version":[{"id":2681,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/posts\/2678\/revisions\/2681"}],"wp:attachment":[{"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/media?parent=2678"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/categories?post=2678"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/medgift.hevs.ch\/wordpress\/wp-json\/wp\/v2\/tags?post=2678"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}