{"id":13055,"date":"2026-07-23T15:00:00","date_gmt":"2026-07-23T12:00:00","guid":{"rendered":"https:\/\/umram.bilkent.edu.tr\/?p=13055"},"modified":"2026-11-03T15:49:12","modified_gmt":"2026-11-03T12:49:12","slug":"ieee-transactions-on-medical-imaging-dergisinde-yeni-yayin-physics-driven-autoregressive-state-space-models-for-medical-image-reconstruction","status":"publish","type":"post","link":"https:\/\/umram.bilkent.edu.tr\/index.php\/tr\/2026\/07\/23\/ieee-transactions-on-medical-imaging-dergisinde-yeni-yayin-physics-driven-autoregressive-state-space-models-for-medical-image-reconstruction\/","title":{"rendered":"IEEE Transactions on Medical Imaging dergisinde yeni yay\u0131n: Physics-Driven Autoregressive State Space Models for Medical Image Reconstruction"},"content":{"rendered":"<p>Emine \u00dclk\u00fc Sar\u0131ta\u015f ve Tolga \u00c7ukur ve \u00e7al\u0131\u015fma arkada\u015flar\u0131 imzal\u0131 \u201cPhysics-Driven Autoregressive State Space Models for Medical Image Reconstruction\u201d ba\u015fl\u0131kl\u0131 \u00e7al\u0131\u015fma IEEE Transactions on Medical Imaging dergisinde yay\u0131mland\u0131 (Temmuz 2026).<\/p>\n<p class=\"paper-summary\">Makale, h\u0131zl\u0131 ve eksik \u00f6rneklenmi\u015f taramalardan MRG g\u00f6r\u00fcnt\u00fcleri olu\u015fturan bir yapay zek\u00e2 modeli olan MambaRoll&#8217;u tan\u0131t\u0131yor. Model, MRG verilerinin nas\u0131l topland\u0131\u011f\u0131na dair fizi\u011fi, hem ince ayr\u0131nt\u0131lar\u0131 hem de g\u00f6r\u00fcnt\u00fcn\u00fcn genel ba\u011flam\u0131n\u0131 d\u00fc\u015f\u00fck hesaplama maliyetiyle yakalayan bir durum uzay\u0131 modeliyle birle\u015ftiriyor. G\u00f6r\u00fcnt\u00fc kalitesini koruyan daha h\u0131zl\u0131 taramalar, \u00e7ekim s\u00fcrelerini k\u0131salt\u0131p MRG&#8217;yi hastalar i\u00e7in daha konforlu hale getirebilir.<\/p>\n<p>Yazarlar: Bilal Kaba\u015f, Fuat Arslan, Valiyeh Ansarian Nezhad, Kader K. Oguz, \u015eaban \u00d6zt\u00fcrk, Emine \u00dclk\u00fc Sar\u0131ta\u015f, Tolga \u00c7ukur<\/p>\n<p><a href=\"https:\/\/doi.org\/10.1109\/tmi.2026.3716153\" target=\"_blank\" rel=\"noopener\">Makaleye eri\u015fin<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Emine \u00dclk\u00fc Sar\u0131ta\u015f ve Tolga \u00c7ukur ve \u00e7al\u0131\u015fma arkada\u015flar\u0131 imzal\u0131 \u201cPhysics-Driven Autoregressive State Space Models for Medical Image Reconstruction\u201d ba\u015fl\u0131kl\u0131 \u00e7al\u0131\u015fma IEEE Transactions on Medical Imaging dergisinde yay\u0131mland\u0131 (Temmuz 2026). Makale, h\u0131zl\u0131 ve eksik \u00f6rneklenmi\u015f taramalardan MRG g\u00f6r\u00fcnt\u00fcleri olu\u015fturan bir yapay zek\u00e2 modeli olan MambaRoll&#8217;u tan\u0131t\u0131yor. Model, MRG verilerinin nas\u0131l topland\u0131\u011f\u0131na dair fizi\u011fi, hem ince\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-13055","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\/13055","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=13055"}],"version-history":[{"count":3,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/13055\/revisions"}],"predecessor-version":[{"id":13468,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/13055\/revisions\/13468"}],"wp:attachment":[{"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/media?parent=13055"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/categories?post=13055"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/tags?post=13055"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}