{"id":13658,"date":"2026-11-09T14:24:50","date_gmt":"2026-11-09T11:24:50","guid":{"rendered":"https:\/\/umram.bilkent.edu.tr\/?p=13658"},"modified":"2026-11-09T14:26:46","modified_gmt":"2026-11-09T11:26:46","slug":"3d-vision-language-models-in-medical-imaging","status":"publish","type":"post","link":"https:\/\/umram.bilkent.edu.tr\/index.php\/2026\/11\/09\/3d-vision-language-models-in-medical-imaging\/","title":{"rendered":"3D Vision-Language Models in Medical Imaging"},"content":{"rendered":"<p>Title: 3D Vision-Language Models in Medical Imaging<br \/>\nSpeaker: \u0130brahim Ethem Hamamci<br \/>\nDate: Thursday, November 12, 2026<br \/>\nTime: 16:30<br \/>\nPlace: Zoom<br \/>\nJoin Zoom Meeting<br \/>\n<a href=\"https:\/\/zoom.us\/j\/8483592272?pwd=N1FjWEc3dCszYzZZZ0JTK3NSbHRtdz09&#038;omn=98340254806\" rel=\"nofollow\" target=\"_blank\" rel=\"noopener\">https:\/\/zoom.us\/j\/8483592272?pwd=N1FjWEc3dCszYzZZZ0JTK3NSbHRtdz09&#038;omn=98340254806<\/a><br \/>\nMeeting Chat Link<br \/>\n<a href=\"https:\/\/zoom.us\/launch\/jc\/98340254806\" rel=\"nofollow\" target=\"_blank\" rel=\"noopener\">https:\/\/zoom.us\/launch\/jc\/98340254806<\/a><br \/>\nMeeting ID: 848 359 2272<br \/>\nPasscode: 896970<br \/>\nAbstract: From Foundation Models to Clinical Deployment Abstract This talk will cover multimodal foundation models for 3D medical imaging, including CT and MRI, with applications in image understanding, report generation, and generative modeling. It will focus on the challenges of learning 3D representations from radiology reports alone, the importance of broader clinical context, and approaches for cases where such context is incomplete or unavailable. Neuroimaging applications and the path from research models to clinical deployment, including evaluation, integration, and physician interaction, will also be discussed.<br \/>\nBio: Ibrahim Ethem Hamamci is co-founder and CEO of Forithmus, a medical AI company backed by top-tier VCs. He studied medicine and computer science at Istanbul Medipol University and completed his MD-PhD research at ETH Zurich and the University of Zurich on multimodal learning and foundation models for 3D medical imaging. He was previously a Google PhD Fellow and researcher at Microsoft Research Cambridge.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Title: 3D Vision-Language Models in Medical Imaging Speaker: \u0130brahim Ethem Hamamci Date: Thursday, November 12, 2026 Time: 16:30 Place: Zoom Join Zoom Meeting https:\/\/zoom.us\/j\/8483592272?pwd=N1FjWEc3dCszYzZZZ0JTK3NSbHRtdz09&#038;omn=98340254806 Meeting Chat Link https:\/\/zoom.us\/launch\/jc\/98340254806 Meeting ID: 848 359 2272 Passcode: 896970 Abstract: From Foundation Models to Clinical Deployment Abstract This talk will cover multimodal foundation models for 3D medical imaging, including\u2026<\/p>\n","protected":false},"author":9,"featured_media":12280,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[746],"tags":[],"class_list":["post-13658","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-seminars"],"_links":{"self":[{"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/13658","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/comments?post=13658"}],"version-history":[{"count":1,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/13658\/revisions"}],"predecessor-version":[{"id":13659,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/13658\/revisions\/13659"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/media\/12280"}],"wp:attachment":[{"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/media?parent=13658"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/categories?post=13658"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/tags?post=13658"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}