{"id":12995,"date":"2026-03-13T15:00:00","date_gmt":"2026-03-13T12:00:00","guid":{"rendered":"https:\/\/umram.bilkent.edu.tr\/?p=12995"},"modified":"2026-11-02T13:04:28","modified_gmt":"2026-11-02T10:04:28","slug":"ieee-transactions-on-medical-imaging-dergisinde-yeni-yayin-learning-fourier-constrained-diffusion-bridges-for-mri-reconstruction","status":"publish","type":"post","link":"https:\/\/umram.bilkent.edu.tr\/index.php\/tr\/2026\/03\/13\/ieee-transactions-on-medical-imaging-dergisinde-yeni-yayin-learning-fourier-constrained-diffusion-bridges-for-mri-reconstruction\/","title":{"rendered":"IEEE Transactions on Medical Imaging dergisinde yeni yay\u0131n: Learning Fourier-Constrained Diffusion Bridges for MRI Reconstruction"},"content":{"rendered":"<p>Tolga \u00c7ukur ve \u00e7al\u0131\u015fma arkada\u015flar\u0131 imzal\u0131 \u201cLearning Fourier-Constrained Diffusion Bridges for MRI Reconstruction\u201d ba\u015fl\u0131kl\u0131 \u00e7al\u0131\u015fma IEEE Transactions on Medical Imaging dergisinde yay\u0131mland\u0131 (Mart 2026).<\/p>\n<p class=\"paper-summary\">\u00dcretken yapay zek\u00e2n\u0131n bir t\u00fcr\u00fc olan dif\u00fczyon modelleri, h\u0131zl\u0131 ve eksik \u00f6rneklenmi\u015f taramalardan MRG g\u00f6r\u00fcnt\u00fcs\u00fc olu\u015fturmak i\u00e7in giderek daha \u00e7ok kullan\u0131l\u0131yor. Ancak bu modeller genellikle rastgele g\u00fcr\u00fclt\u00fcden ba\u015fl\u0131yor ve bu g\u00fcr\u00fclt\u00fc eksik \u00f6rneklenmi\u015f MRG&#8217;deki yap\u0131sal bozulmalardan farkl\u0131. Makale, bunun yerine eksik \u00f6rneklenmi\u015f veriden tam \u00f6rneklenmi\u015f veriye do\u011frudan bir yol \u00f6\u011frenen Fourier k\u0131s\u0131tl\u0131 dif\u00fczyon k\u00f6pr\u00fcs\u00fcn\u00fc tan\u0131t\u0131yor. Yakla\u015f\u0131m, daha h\u0131zl\u0131 taramalardan daha net g\u00f6r\u00fcnt\u00fcler elde etmeyi ama\u00e7l\u0131yor.<\/p>\n<p>Yazarlar: M. Usama Mirza, Onat Dalmaz, Hasan A. Bedel, Gokberk Elmas, Y\u0131lmaz Korkmaz, Alper G\u00fcng\u00f6r, Salman Ul Hassan Dar, Kader K. Oguz, <strong>Tolga \u00c7ukur<\/strong><\/p>\n<p><a href=\"https:\/\/doi.org\/10.1109\/tmi.2026.3673956\" target=\"_blank\" rel=\"noopener\">Makaleye eri\u015fin<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tolga \u00c7ukur ve \u00e7al\u0131\u015fma arkada\u015flar\u0131 imzal\u0131 \u201cLearning Fourier-Constrained Diffusion Bridges for MRI Reconstruction\u201d ba\u015fl\u0131kl\u0131 \u00e7al\u0131\u015fma IEEE Transactions on Medical Imaging dergisinde yay\u0131mland\u0131 (Mart 2026). \u00dcretken yapay zek\u00e2n\u0131n bir t\u00fcr\u00fc olan dif\u00fczyon modelleri, h\u0131zl\u0131 ve eksik \u00f6rneklenmi\u015f taramalardan MRG g\u00f6r\u00fcnt\u00fcs\u00fc olu\u015fturmak i\u00e7in giderek daha \u00e7ok kullan\u0131l\u0131yor. Ancak bu modeller genellikle rastgele g\u00fcr\u00fclt\u00fcden ba\u015fl\u0131yor ve bu g\u00fcr\u00fclt\u00fc\u2026<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[445],"tags":[],"class_list":["post-12995","post","type-post","status-publish","format-standard","hentry","category-duyurular"],"_links":{"self":[{"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/12995","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/comments?post=12995"}],"version-history":[{"count":2,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/12995\/revisions"}],"predecessor-version":[{"id":13241,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/12995\/revisions\/13241"}],"wp:attachment":[{"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/media?parent=12995"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/categories?post=12995"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/tags?post=12995"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}