{"id":1129,"date":"2026-10-31T10:00:00","date_gmt":"2026-10-31T07:00:00","guid":{"rendered":"https:\/\/www.hakansager.com\/?p=1129"},"modified":"2026-10-29T12:11:07","modified_gmt":"2026-10-29T09:11:07","slug":"meme-kanseri-teshisinde-son-gelismeler","status":"publish","type":"post","link":"https:\/\/www.hakansager.com\/ar\/meme-kanseri-teshisinde-son-gelismeler\/","title":{"rendered":"Daha Erken, Daha Net: Meme Kanseri Te\u015fhisinde Son Geli\u015fmeler"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Meme kanserinde erken te\u015fhis, tedavinin ba\u015far\u0131s\u0131n\u0131 belirleyen en \u00f6nemli etkenlerden biri. Son y\u0131llarda te\u015fhis teknolojileri h\u0131zla de\u011fi\u015fiyor: Mamografiler yapay zek\u00e2 deste\u011fiyle okunuyor, yo\u011fun meme dokusu i\u00e7in yeni g\u00f6r\u00fcnt\u00fcleme y\u00f6ntemleri geli\u015fiyor ve kan testleri tedavinin takibinde kullan\u0131lmaya ba\u015fl\u0131yor. Bu yaz\u0131da bilimsel \u00e7al\u0131\u015fmalarla desteklenen \u00fc\u00e7 geli\u015fmeyi ve bunlar\u0131n sizin i\u00e7in ne anlama geldi\u011fini \u00f6zetliyoruz. Meme kanserinin g\u00f6zden ka\u00e7an belirtilerini ele ald\u0131\u011f\u0131m\u0131z <a href=\"https:\/\/www.hakansager.com\/ar\/meme-kanseri-belirtileri\/\">\u00f6nceki yaz\u0131m\u0131z\u0131<\/a> da okuyabilirsiniz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1. Mamografiyi art\u0131k yapay zek\u00e2 da okuyor<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Bu alandaki en g\u00fc\u00e7l\u00fc kan\u0131t, \u0130sve\u00e7&#8217;te yap\u0131lan <a href=\"https:\/\/doi.org\/10.1016\/S0140-6736(25)02464-X\" target=\"_blank\" rel=\"noopener\">MASAI \u00e7al\u0131\u015fmas\u0131ndan<\/a> geliyor. Yakla\u015f\u0131k 106.000 kad\u0131n\u0131n kat\u0131ld\u0131\u011f\u0131 bu randomize kontroll\u00fc \u00e7al\u0131\u015fmada, kad\u0131nlar\u0131n yar\u0131s\u0131n\u0131n mamografisi standart y\u00f6ntemle (iki radyolo\u011fun ayr\u0131 ayr\u0131 okumas\u0131yla), di\u011fer yar\u0131s\u0131n\u0131nki ise yapay zek\u00e2 deste\u011fiyle de\u011ferlendirildi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00c7al\u0131\u015fman\u0131n daha \u00f6nce yay\u0131mlanan sonu\u00e7lar\u0131na g\u00f6re yapay zek\u00e2 deste\u011fi, tespit edilen kanser say\u0131s\u0131n\u0131 yakla\u015f\u0131k %29 art\u0131r\u0131rken radyologlar\u0131n okuma y\u00fck\u00fcn\u00fc %44 azaltt\u0131. 2026 ba\u015f\u0131nda <em>The Lancet<\/em> dergisinde yay\u0131mlanan nihai sonu\u00e7lar ise \u015funu g\u00f6sterdi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>Yapay zek\u00e2 destekli grupta ara d\u00f6nem kanserleri %12 daha az g\u00f6r\u00fcld\u00fc (1.000 kad\u0131nda 1,55&#8217;e kar\u015f\u0131 1,76).<\/li>\n\n\n<li>Taraman\u0131n kanseri yakalama oran\u0131 (duyarl\u0131l\u0131k) %73,8&#8217;den %80,5&#8217;e y\u00fckseldi ve gereksiz geri \u00e7a\u011f\u0131rma oran\u0131 artmad\u0131.<\/li>\n\n\n<li>Ara d\u00f6nemde ortaya \u00e7\u0131kan agresif alt tipteki kanserler %27 daha azd\u0131.<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ara d\u00f6nem kanseri nedir?<\/strong> Normal \u00e7\u0131kan bir taraman\u0131n ard\u0131ndan, bir sonraki taramaya kadar ge\u00e7en s\u00fcrede te\u015fhis edilen kanserlerdir. Bu kanserler genellikle daha h\u0131zl\u0131 seyirli oldu\u011fu i\u00e7in, say\u0131lar\u0131n\u0131n azalmas\u0131 taraman\u0131n etkinli\u011finin \u00f6nemli bir g\u00f6stergesidir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Bilmeniz gerekenler: \u00c7ekim s\u0131ras\u0131nda sizin i\u00e7in hi\u00e7bir \u015fey de\u011fi\u015fmez; yapay zek\u00e2 g\u00f6r\u00fcnt\u00fcler \u00e7ekildikten sonra okuma a\u015famas\u0131nda devreye girer. Yapay zek\u00e2 radyolo\u011fun yerini almaz, karar\u0131 destekler. Ayr\u0131ca bu sonu\u00e7lar \u00e7al\u0131\u015fmada kullan\u0131lan belirli yaz\u0131l\u0131ma ve okuma d\u00fczenine aittir; her yapay zek\u00e2 sisteminin ayn\u0131 sonucu verece\u011fi s\u00f6ylenemez.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>T\u00fcrkiye&#8217;de durum:<\/strong> Sa\u011fl\u0131k Bakanl\u0131\u011f\u0131&#8217;n\u0131n Ulusal Tarama Mamografisi Raporlama Sistemi (MM Tarama) 2016&#8217;da kuruldu ve Bakanl\u0131k a\u00e7\u0131klamalar\u0131na g\u00f6re 2024&#8217;ten bu yana yapay zek\u00e2 deste\u011fiyle \u00e7al\u0131\u015f\u0131yor. KETEM&#8217;lerde ve Sa\u011fl\u0131kl\u0131 Hayat Merkezlerinde \u00e7ekilen tarama mamografileri bu sistem \u00fczerinden uzaktan raporlan\u0131yor. \u015e\u00fcpheli bulgu saptanan kad\u0131nlar i\u00e7in MHRS \u00fczerinden otomatik olarak genel cerrahi randevusu olu\u015fturuluyor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2. Yo\u011fun meme dokusu i\u00e7in kontrastl\u0131 mamografi<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Meme dokusunun yo\u011fun olmas\u0131 olduk\u00e7a yayg\u0131nd\u0131r; ABD verilerine g\u00f6re 40 ya\u015f \u00fczeri kad\u0131nlar\u0131n yakla\u015f\u0131k %40&#8217;\u0131nda g\u00f6r\u00fcl\u00fcr. Yo\u011fun doku mamografide beyaz g\u00f6r\u00fcnd\u00fc\u011f\u00fc i\u00e7in, yine beyaz g\u00f6r\u00fcnen t\u00fcm\u00f6rlerin fark edilmesini zorla\u015ft\u0131rabilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Kontrastl\u0131 mamografi (CEM)<\/strong>, damar yoluyla verilen iyotlu kontrast madde sayesinde kan ak\u0131\u015f\u0131 artm\u0131\u015f alanlar\u0131 g\u00f6r\u00fcn\u00fcr hale getirir. Kanser dokusu genellikle daha fazla damarla beslendi\u011fi i\u00e7in bu y\u00f6ntem, standart mamografide g\u00f6r\u00fclemeyen baz\u0131 t\u00fcm\u00f6rleri ortaya \u00e7\u0131karabilir.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2025&#8217;te <a href=\"https:\/\/appliedradiology.com\/articles\/contrast-enhanced-mammography-shows-promise-as-mri-alternative-for-women-with-dense-breasts\" target=\"_blank\" rel=\"noopener\"><em>Radiology<\/em> dergisinde<\/a> yay\u0131mlanan bir \u00e7al\u0131\u015fmada, yo\u011fun meme dokusu olan 601 kad\u0131na 3 boyutlu mamografinin ard\u0131ndan kontrastl\u0131 mamografi uyguland\u0131. Kontrastl\u0131 mamografi, 3 boyutlu mamografinin ka\u00e7\u0131rd\u0131\u011f\u0131 ve \u00e7o\u011fu k\u00fc\u00e7\u00fck, lenf nodu tutulumu olmayan ek kanserleri yakalad\u0131. Ancak yanl\u0131\u015f alarm (gereksiz geri \u00e7a\u011f\u0131rma) oran\u0131 da artt\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Yani kontrastl\u0131 mamografi umut verici, fakat hen\u00fcz herkes i\u00e7in rutin bir tarama y\u00f6ntemi de\u011fil. ABD&#8217;de yakla\u015f\u0131k 2.000 kad\u0131n\u0131 kapsayan <a href=\"https:\/\/www.acr.org\/News-and-Publications\/Media-Center\/2023\/First-Patients-Enrolled-in-Contrast-Enhanced-Mammography-Imaging-Screening-Trial\" target=\"_blank\" rel=\"noopener\">CMIST \u00e7al\u0131\u015fmas\u0131<\/a> gibi b\u00fcy\u00fck ara\u015ft\u0131rmalar s\u00fcr\u00fcyor. Bug\u00fcn daha \u00e7ok belirli durumlarda, \u00f6rne\u011fin MR \u00e7ekilemeyen kad\u0131nlarda bir se\u00e7enek olarak kullan\u0131l\u0131yor.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3. Kan testiyle takip: S\u0131v\u0131 biyopsi<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">S\u0131v\u0131 biyopsi, kanda dola\u015fan t\u00fcm\u00f6r DNA&#8217;s\u0131 par\u00e7ac\u0131klar\u0131n\u0131 (ctDNA) inceleyen bir testtir. Bu alanda dikkat \u00e7ekici bir \u00f6rnek, ileri evre hormon reseptor\u00fc pozitif meme kanseri hastalar\u0131nda yap\u0131lan <a href=\"https:\/\/www.onclive.com\/view\/emerging-data-with-oral-serds-reframe-frontline-and-post-cdk4-6-decisions-in-er-breast-cancer\" target=\"_blank\" rel=\"noopener\">SERENA-6<\/a> \u00e7al\u0131\u015fmas\u0131. Bu \u00e7al\u0131\u015fmada hastalar\u0131n kan\u0131 d\u00fczenli olarak incelendi ve tedaviye diren\u00e7 geli\u015fti\u011fini g\u00f6steren bir mutasyon (ESR1), g\u00f6r\u00fcnt\u00fclemede hastal\u0131k ilerlemeden yakaland\u0131. Bu a\u015famada tedavisi de\u011fi\u015ftirilen hastalarda hastal\u0131\u011f\u0131n ilerlemesi belirgin \u015fekilde gecikti. Bu geli\u015fmeyi <a href=\"https:\/\/www.hakansager.com\/ar\/meme-kanseri-tedavisinde-yenilikler\/\">Pazartesi g\u00fcnk\u00fc tedavi yaz\u0131m\u0131zda<\/a> ayr\u0131nt\u0131l\u0131 anlataca\u011f\u0131z.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">D\u00fcr\u00fcst olmak gerekirse: <strong>Kan testiyle meme kanseri taramas\u0131 bug\u00fcn rutin bir y\u00f6ntem de\u011fildir.<\/strong> S\u0131v\u0131 biyopsinin bug\u00fcnk\u00fc kan\u0131tlanm\u0131\u015f rol\u00fc, te\u015fhis konmu\u015f hastalarda tedaviyi y\u00f6nlendirmek ve takip etmektir. &#8220;Tek t\u00fcp kanla kanser taramas\u0131&#8221; iddias\u0131yla sunulan testlere temkinli yakla\u015fmak gerekir.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bu geli\u015fmeler sizin i\u00e7in ne anlama geliyor?<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><strong>En \u00f6nemli ad\u0131m hal\u00e2 taramaya kat\u0131lmak.<\/strong> 40\u201369 ya\u015f aras\u0131ndaysan\u0131z KETEM&#8217;lerde iki y\u0131lda bir \u00fccretsiz mamografi \u00e7ektirebilirsiniz.<\/li>\n\n\n<li><strong>Raporunuzda &#8220;yo\u011fun meme dokusu&#8221; yaz\u0131yorsa<\/strong> ek tetkik gerekip gerekmedi\u011fini hekiminizle konu\u015fun.<\/li>\n\n\n<li><strong>Ailenizde meme veya yumurtal\u0131k kanseri \u00f6yk\u00fcs\u00fc varsa<\/strong> size uygun tarama y\u00f6ntemini ve ba\u015flang\u0131\u00e7 ya\u015f\u0131n\u0131 hekiminizle birlikte belirleyin.<\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Yasal Uyar\u0131<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Bu yaz\u0131 genel bilgilendirme ama\u00e7l\u0131d\u0131r ve hekim muayenesinin yerini tutmaz.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.hakansager.com\/ar\/iletisim\/\">Randevu Al<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Kaynaklar<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li><a href=\"https:\/\/doi.org\/10.1016\/S0140-6736(25)02464-X\" target=\"_blank\" rel=\"noopener\">L\u00e5ng K. ve ark. MASAI \u00e7al\u0131\u015fmas\u0131 nihai sonu\u00e7lar\u0131, The Lancet, 2026<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.lunduniversity.lu.se\/article\/ai-support-breast-cancer-screening-fewer-missed-cancer-cases\" target=\"_blank\" rel=\"noopener\">Lund \u00dcniversitesi \u2013 AI support in breast cancer screening: fewer missed cancer cases<\/a><\/li>\n\n\n<li><a href=\"https:\/\/ascopost.com\/news\/february-2026\/randomized-trial-shows-ai-supported-mammography-improves-sensitivity-and-lowers-interval-cancer-rate\" target=\"_blank\" rel=\"noopener\">The ASCO Post \u2013 Randomized Trial Shows AI-Supported Mammography Improves Sensitivity and Lowers Interval Cancer Rate (\u015eubat 2026)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/sbsgm.saglik.gov.tr\/TR-108707\/mm-tarama-projemize-kamu---dijital-donusum-kategorisinde-birincilik-odulu.html\" target=\"_blank\" rel=\"noopener\">T.C. Sa\u011fl\u0131k Bakanl\u0131\u011f\u0131 \u2013 MM Tarama projesi<\/a><\/li>\n\n\n<li><a href=\"https:\/\/appliedradiology.com\/articles\/contrast-enhanced-mammography-shows-promise-as-mri-alternative-for-women-with-dense-breasts\" target=\"_blank\" rel=\"noopener\">Applied Radiology \u2013 Contrast-Enhanced Mammography Shows Promise as MRI Alternative for Women with Dense Breasts (Berg ve ark., Radiology, 2025)<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.acr.org\/News-and-Publications\/Media-Center\/2023\/First-Patients-Enrolled-in-Contrast-Enhanced-Mammography-Imaging-Screening-Trial\" target=\"_blank\" rel=\"noopener\">American College of Radiology \u2013 CMIST \u00e7al\u0131\u015fmas\u0131<\/a><\/li>\n\n\n<li><a href=\"https:\/\/www.onclive.com\/view\/emerging-data-with-oral-serds-reframe-frontline-and-post-cdk4-6-decisions-in-er-breast-cancer\" target=\"_blank\" rel=\"noopener\">OncLive \u2013 A\u011f\u0131zdan al\u0131nan hormon tedavilerinde yeni veriler (EMBER-3, SERENA-6)<\/a><\/li>\n\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Meme kanserinde erken te\u015fhis, tedavinin ba\u015far\u0131s\u0131n\u0131 belirleyen en \u00f6nemli etkenlerden biri. Son y\u0131llarda te\u015fhis teknolojileri h\u0131zla de\u011fi\u015fiyor: Mamografiler yapay zek\u00e2 deste\u011fiyle okunuyor, yo\u011fun meme dokusu i\u00e7in yeni g\u00f6r\u00fcnt\u00fcleme y\u00f6ntemleri geli\u015fiyor ve kan testleri tedavinin takibinde kullan\u0131lmaya ba\u015fl\u0131yor. Bu yaz\u0131da bilimsel \u00e7al\u0131\u015fmalarla desteklenen \u00fc\u00e7 geli\u015fmeyi ve bunlar\u0131n sizin i\u00e7in ne anlama geldi\u011fini \u00f6zetliyoruz. Meme kanserinin g\u00f6zden [&#8230;]\n","protected":false},"author":2,"featured_media":1139,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[79],"tags":[82,80,84,85],"class_list":["post-1129","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kadin-sagligi","tag-mamografi","tag-meme-kanseri","tag-meme-kanseri-teshisi","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/posts\/1129","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/comments?post=1129"}],"version-history":[{"count":1,"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/posts\/1129\/revisions"}],"predecessor-version":[{"id":1130,"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/posts\/1129\/revisions\/1130"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/media\/1139"}],"wp:attachment":[{"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/media?parent=1129"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/categories?post=1129"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hakansager.com\/ar\/wp-json\/wp\/v2\/tags?post=1129"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}