{"id":12997,"date":"2026-03-17T15:00:00","date_gmt":"2026-03-17T12:00:00","guid":{"rendered":"https:\/\/umram.bilkent.edu.tr\/?p=12997"},"modified":"2026-11-02T13:04:27","modified_gmt":"2026-11-02T10:04:27","slug":"magnetic-resonance-materials-in-physics-biology-and-medicine-dergisinde-yeni-yayin-semi-supervision-for-clinical-contrast-weighted-image-synthesis-from-magnetic-resonance-fingerprinting","status":"publish","type":"post","link":"https:\/\/umram.bilkent.edu.tr\/index.php\/tr\/2026\/03\/17\/magnetic-resonance-materials-in-physics-biology-and-medicine-dergisinde-yeni-yayin-semi-supervision-for-clinical-contrast-weighted-image-synthesis-from-magnetic-resonance-fingerprinting\/","title":{"rendered":"Magnetic Resonance Materials in Physics Biology and Medicine dergisinde yeni yay\u0131n: Semi-supervision for clinical contrast-weighted image synthesis from magnetic resonance fingerprinting"},"content":{"rendered":"<p>Tolga \u00c7ukur ve \u00e7al\u0131\u015fma arkada\u015flar\u0131 imzal\u0131 \u201cSemi-supervision for clinical contrast-weighted image synthesis from magnetic resonance fingerprinting\u201d ba\u015fl\u0131kl\u0131 \u00e7al\u0131\u015fma Magnetic Resonance Materials in Physics Biology and Medicine dergisinde yay\u0131mland\u0131 (Mart 2026).<\/p>\n<p class=\"paper-summary\">Manyetik rezonans parmak izi (MRF) tek bir h\u0131zl\u0131 taramadan bir\u00e7ok doku kontrast\u0131 \u00fcretebiliyor ve yapay zek\u00e2 modelleri bu verileri radyologlar\u0131n okudu\u011fu standart klinik g\u00f6r\u00fcnt\u00fclere d\u00f6n\u00fc\u015ft\u00fcrebiliyor. Bu modelleri e\u011fitmek genellikle uzun referans taramalar\u0131 gerektiriyor. Makale, 12 ila 16 kata kadar h\u0131zland\u0131r\u0131lm\u0131\u015f referans taramalar\u0131yla yap\u0131lan yar\u0131 denetimli e\u011fitimin de y\u00fcksek kaliteli sonu\u00e7lar verdi\u011fini g\u00f6steriyor. Bu, geni\u015f hasta gruplar\u0131nda e\u011fitim verisi toplamay\u0131 \u00e7ok daha kolay hale getiriyor.<\/p>\n<p>Yazarlar: Mahmut Yurt, Cagan Alkan, Xiaozhi Cao, Congyu Liao, Zihan Zhou, <strong>Tolga \u00c7ukur<\/strong>, Ali Syed, John M. Pauly, Shreyas S. Vasanawala, Kawin Setsompop<\/p>\n<p><a href=\"https:\/\/doi.org\/10.1007\/s10334-026-01338-7\" 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 \u201cSemi-supervision for clinical contrast-weighted image synthesis from magnetic resonance fingerprinting\u201d ba\u015fl\u0131kl\u0131 \u00e7al\u0131\u015fma Magnetic Resonance Materials in Physics Biology and Medicine dergisinde yay\u0131mland\u0131 (Mart 2026). Manyetik rezonans parmak izi (MRF) tek bir h\u0131zl\u0131 taramadan bir\u00e7ok doku kontrast\u0131 \u00fcretebiliyor ve yapay zek\u00e2 modelleri bu verileri radyologlar\u0131n okudu\u011fu standart klinik g\u00f6r\u00fcnt\u00fclere d\u00f6n\u00fc\u015ft\u00fcrebiliyor.\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-12997","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\/12997","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=12997"}],"version-history":[{"count":2,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/12997\/revisions"}],"predecessor-version":[{"id":13239,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/posts\/12997\/revisions\/13239"}],"wp:attachment":[{"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/media?parent=12997"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/categories?post=12997"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/umram.bilkent.edu.tr\/index.php\/wp-json\/wp\/v2\/tags?post=12997"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}