{"id":13609,"date":"2020-09-03T13:51:56","date_gmt":"2020-09-03T10:51:56","guid":{"rendered":"https:\/\/umram.bilkent.edu.tr\/index.php\/2020\/09\/03\/tibbi-goruntulerde-derin-ogrenme-alaninda-doktora-ogrencisi\/"},"modified":"2026-11-04T11:02:40","modified_gmt":"2026-11-04T08:02:40","slug":"tibbi-goruntulerde-derin-ogrenme-alaninda-doktora-ogrencisi","status":"publish","type":"post","link":"https:\/\/umram.bilkent.edu.tr\/index.php\/tr\/2020\/09\/03\/tibbi-goruntulerde-derin-ogrenme-alaninda-doktora-ogrencisi\/","title":{"rendered":"T\u0131bbi g\u00f6r\u00fcnt\u00fclerde derin \u00f6\u011frenme alan\u0131nda doktora \u00f6\u011frencisi"},"content":{"rendered":"<p>T\u0131bbi g\u00f6r\u00fcnt\u00fclerde derin \u00f6\u011frenme alan\u0131nda doktora \u00f6\u011frencisi<\/p>\n<p>Dr. \u0130lkay \u00d6ks\u00fcz<br \/>\n<a href=\"mailto:oksuzilkay@gmail.com\">oksuzilkay@gmail.com<\/a><\/p>\n<p><strong>Kurum<\/strong><br \/>\nUlusal Manyetik Rezonans Ara\u015ft\u0131rma Merkezi&#8217;nde t\u0131bbi g\u00f6r\u00fcnt\u00fc edinimi ve geri\u00e7at\u0131m\u0131 konusunda burslu doktora olana\u011f\u0131 sunulmaktad\u0131r. Pozisyon, Prof. Dr. Tolga \u00c7ukur dan\u0131\u015fmanl\u0131\u011f\u0131nda Bilkent \u00dcniversitesi Ulusal Manyetik Rezonans Ara\u015ft\u0131rma Merkezi&#8217;nde (UMRAM) yer alacakt\u0131r. Se\u00e7ilen aday Dr. \u0130lkay \u00d6ks\u00fcz ve \u0130stanbul Teknik \u00dcniversitesi ile yak\u0131n i\u015f birli\u011fi i\u00e7inde \u00e7al\u0131\u015facakt\u0131r.<\/p>\n<p><strong>T\u0131bbi g\u00f6r\u00fcnt\u00fc analizi<\/strong><br \/>\nSon geli\u015fmeler, MRI g\u00f6r\u00fcnt\u00fclerinin daha verimli bi\u00e7imde geri\u00e7at\u0131lmas\u0131n\u0131 sa\u011flam\u0131\u015ft\u0131r. Bunun en belirgin \u00f6rne\u011fi, eksik \u00f6rneklenmi\u015f k-uzay\u0131 verisinden MRI geri\u00e7at\u0131m\u0131na olanak tan\u0131yan s\u0131k\u0131\u015ft\u0131r\u0131lm\u0131\u015f alg\u0131lamal\u0131 MRI&#8217;d\u0131r. MRI geri\u00e7at\u0131m\u0131 do\u011frusal olmayan bir eniyileme probleminin \u00e7\u00f6z\u00fclmesini gerektirir. T\u0131bbi g\u00f6r\u00fcnt\u00fc geri\u00e7at\u0131m\u0131nda makine \u00f6\u011frenmesi kilit bir rol oynayabilir. Proje, makine \u00f6\u011frenmesindeki ve \u00f6zellikle temsil \u00f6\u011frenmesindeki son geli\u015fmelerden yararlanarak, g\u00f6r\u00fcnt\u00fclerin (hatta klinik a\u00e7\u0131dan yararl\u0131 bilginin) geri kazan\u0131lmas\u0131 i\u00e7in en uygun temsil ve \u00f6nselleri do\u011frudan ham veriden \u00f6\u011frenmeyi ama\u00e7lamaktad\u0131r. Projenin temel g\u00f6revleri \u015funlard\u0131r:<br \/>\n1. Ham kardiyak MR verisinin edinimi<br \/>\n2. Eksik \u00f6rneklenmi\u015f k-uzay\u0131 verisinden kardiyak MRI geri\u00e7at\u0131m\u0131<br \/>\n3. Kardiyak MRI&#8217;daki zamansal ba\u011f\u0131ml\u0131l\u0131klardan yararlanan derin \u00f6\u011frenme tabanl\u0131 geri\u00e7at\u0131m algoritmalar\u0131n\u0131n geli\u015ftirilmesi<\/p>\n<p><strong>Burs ve ayr\u0131nt\u0131lar<\/strong><br \/>\nDoktora pozisyonlar\u0131 T\u00fcrkiye Bilimsel ve Teknolojik Ara\u015ft\u0131rma Kurumu (T\u00dcB\u0130TAK) taraf\u0131ndan tam burslu olarak (ayl\u0131k 4500 TL) desteklenmektedir. \u00d6\u011frenciler sayg\u0131n uluslararas\u0131 konferanslara kat\u0131labilecek ve \u00f6nde gelen uluslararas\u0131 kurumlarda zaman ge\u00e7irebilecektir. Adaylar\u0131n T\u00fcrkiye&#8217;de bir lisans\u00fcst\u00fc programa kay\u0131tl\u0131 olmas\u0131 gerekmektedir ve \u00e7al\u0131\u015fmaya hemen ba\u015flanabilmektedir. Temsili az olan gruplar\u0131n ba\u015fvurusu \u00f6zellikle beklenmektedir.<\/p>\n<p><strong>Aranan nitelikler<\/strong><br>Fizik, bilgisayar bilimi ya da m\u00fchendislik alan\u0131nda akademik ge\u00e7mi\u015fi olan, motivasyonu y\u00fcksek \u00f6\u011frenciler aranmaktad\u0131r. Aranan beceriler:<\/p><ul><li>Python ve derin \u00f6\u011frenme k\u00fct\u00fcphaneleri (\u00f6rne\u011fin PyTorch, TensorFlow ya da Keras) ile deneyim<\/li><li>Makine \u00f6\u011frenmesi ve bilgisayarl\u0131 g\u00f6r\u00fc problemlerine ve algoritmalar\u0131na ilgi<\/li><li>Klinik problemler \u00fczerinde \u00e7al\u0131\u015fma iste\u011fi ve MR fizi\u011fi bilgisi<\/li><li>\u0130yi d\u00fczeyde akademik yaz\u0131m ve \u0130ngilizce ileti\u015fim becerisi<\/li><\/ul>\n\n<p><strong>Ba\u015fvuru<\/strong><br \/>\nBa\u015fvuru i\u00e7in \u00f6zge\u00e7mi\u015f, not d\u00f6k\u00fcm\u00fc ve neden de\u011ferlendirilmek istendi\u011fini a\u00e7\u0131klayan k\u0131sa bir yaz\u0131 (en fazla 1 sayfa) <a href=\"mailto:oksuzilkay@gmail.com\">oksuzilkay@gmail.com<\/a> adresine g\u00f6nderilmelidir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>T\u0131bbi g\u00f6r\u00fcnt\u00fclerde derin \u00f6\u011frenme alan\u0131nda doktora \u00f6\u011frencisi Dr. \u0130lkay \u00d6ks\u00fcz oksuzilkay@gmail.com Kurum Ulusal Manyetik Rezonans Ara\u015ft\u0131rma Merkezi&#8217;nde t\u0131bbi g\u00f6r\u00fcnt\u00fc edinimi ve geri\u00e7at\u0131m\u0131 konusunda burslu doktora olana\u011f\u0131 sunulmaktad\u0131r. Pozisyon, Prof. Dr. Tolga \u00c7ukur dan\u0131\u015fmanl\u0131\u011f\u0131nda Bilkent \u00dcniversitesi Ulusal Manyetik Rezonans Ara\u015ft\u0131rma Merkezi&#8217;nde (UMRAM) yer alacakt\u0131r. Se\u00e7ilen aday Dr. \u0130lkay \u00d6ks\u00fcz ve \u0130stanbul Teknik \u00dcniversitesi ile yak\u0131n i\u015f\u2026<\/p>\n","protected":false},"author":9,"featured_media":11136,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[445],"tags":[],"class_list":["post-13609","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-duyurular"],"_links":{"self":[{"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/13609","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=13609"}],"version-history":[{"count":1,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/13609\/revisions"}],"predecessor-version":[{"id":13610,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/13609\/revisions\/13610"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/media\/11136"}],"wp:attachment":[{"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/media?parent=13609"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/categories?post=13609"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/tags?post=13609"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}