{"id":33861,"date":"2025-10-23T06:48:19","date_gmt":"2025-10-23T03:48:19","guid":{"rendered":"https:\/\/kuzeyinsesi.org\/index.php\/2025\/10\/23\/yapay-zekali-mamografi-meme-kanserinin-erken-tespitinde-doktorlara-yardimci-oluyor\/"},"modified":"2025-10-23T06:48:19","modified_gmt":"2025-10-23T03:48:19","slug":"yapay-zekali-mamografi-meme-kanserinin-erken-tespitinde-doktorlara-yardimci-oluyor","status":"publish","type":"post","link":"https:\/\/kuzeyinsesi.org\/index.php\/2025\/10\/23\/yapay-zekali-mamografi-meme-kanserinin-erken-tespitinde-doktorlara-yardimci-oluyor\/","title":{"rendered":"Yapay zekal\u0131 mamografi, meme kanserinin erken tespitinde doktorlara yard\u0131mc\u0131 oluyor"},"content":{"rendered":"<p><\/p>\n<div>\n<p>&#13;<br \/>\n\tABD\u2019de bir\u00e7ok t\u0131p merkezi art\u0131k mamogramlar\u0131 okurken AI teknolojisini kullan\u0131yor. Yaz\u0131l\u0131m, milyonlarca mamografi g\u00f6r\u00fcnt\u00fcs\u00fcnden \u00f6\u011frenerek kanserli dokularla iyi huylu olu\u015fumlar aras\u0131ndaki farklar\u0131 ay\u0131rt etmeyi \u00f6\u011freniyor.<\/p>\n<p>&#13;<br \/>\n\tKaliforniya \u00dcniversitesi ara\u015ft\u0131rmac\u0131lar\u0131, bu teknolojiyi tan\u0131 koyma s\u00fcrecini h\u0131zland\u0131rmak i\u00e7in test ediyor. Yeni yay\u0131mlanan bir \u00e7al\u0131\u015fmada, AI yard\u0131m\u0131yla \u015f\u00fcpheli g\u00f6r\u00fcnt\u00fcler \u00f6nceliklendirilerek mamogramdan biyopsiye giden s\u00fcre\u00e7 ortalama 73 g\u00fcnden 9 g\u00fcne d\u00fc\u015f\u00fcr\u00fcld\u00fc.<\/p>\n<p>&#13;<br \/>\n\tYine de uzmanlar temkinli. Susan G. Komen Vakf\u0131 Halk Sa\u011fl\u0131\u011f\u0131 Ba\u015fkan Yard\u0131mc\u0131s\u0131 Dr. Sonja Hughes, \u201cHen\u00fcz bu teknolojinin ya\u015fam kurtard\u0131\u011f\u0131n\u0131 kan\u0131tlayan yeterli veri yok,\u201d diyerek daha fazla <a href=\"https:\/\/www.trthaber.com\/etiket\/arastirma\/\" target=\"_blank\">ara\u015ft\u0131rma<\/a> gerekti\u011fini vurgulad\u0131.<\/p>\n<h2>&#13;<br \/>\n\tDo\u011fruluk oran\u0131 y\u00fcksek ama yanl\u0131\u015f alarmlar m\u00fcmk\u00fcn<\/h2>\n<p>&#13;<br \/>\n\tAmerikan <a href=\"https:\/\/www.trthaber.com\/etiket\/gida\/\" target=\"_blank\">G\u0131da<\/a> ve <a href=\"https:\/\/www.trthaber.com\/etiket\/ilac\/\" target=\"_blank\">\u0130la\u00e7<\/a> Dairesi (FDA), farkl\u0131 do\u011fruluk oranlar\u0131na sahip bir\u00e7ok AI program\u0131n\u0131 onaylad\u0131. Hall\u2019un mamogram\u0131nda kullan\u0131lan Lunit adl\u0131 yaz\u0131l\u0131m, \u0130sve\u00e7\u2019te 8.800 kad\u0131n\u0131n kat\u0131ld\u0131\u011f\u0131 bir \u00e7al\u0131\u015fmada kanserleri y\u00fczde 88,6 oran\u0131nda do\u011fru tespit etti. Ancak ayn\u0131 \u00e7al\u0131\u015fmada y\u00fczde 7 oran\u0131nda yanl\u0131\u015f pozitif sonu\u00e7 da verdi. Bu da gereksiz testler ve endi\u015feye yol a\u00e7abiliyor.<\/p>\n<h2>&#13;<br \/>\n\t\u0130nsan ve makine i\u015f birli\u011fi<\/h2>\n<p>&#13;<br \/>\n\tNew York\u2019taki Mount Sinai Hastanesi\u2019nden Dr. Lisa Abramson, \u201cYapay zek\u00e2n\u0131n avantaj\u0131 yorulmamas\u0131. Radyologlar\u0131n yerini almayacak ama meme kanserlerini daha iyi tespit etmemizi sa\u011flayacak,\u201d dedi. Johns Hopkins \u00dcniversitesi\u2019nden Prof. Otis Brawley ise teknolojinin k\u0131rsal b\u00f6lgelerde uzman radyologlara eri\u015fimi olmayan kad\u0131nlara yard\u0131mc\u0131 olabilece\u011fini belirtti.<\/p>\n<p>&#13;<br \/>\n\tBir ba\u015fka ara\u015ft\u0131rma, AI kullan\u0131ld\u0131\u011f\u0131nda uzman ve genel radyologlar\u0131n kanseri tan\u0131ma oranlar\u0131n\u0131n y\u00fczde 93\u2019e \u00e7\u0131kt\u0131\u011f\u0131n\u0131 g\u00f6sterdi.<\/p>\n<h2>&#13;<br \/>\n\tA\u015f\u0131r\u0131 tan\u0131 ve e\u015fitsizlik endi\u015fesi<\/h2>\n<p>&#13;<br \/>\n\tBaz\u0131 uzmanlar, AI\u2019nin gere\u011finden fazla tan\u0131 koyabilece\u011finden kayg\u0131l\u0131. Amerikan <a href=\"https:\/\/www.trthaber.com\/etiket\/kanser\/\" target=\"_blank\">Kanser<\/a> Derne\u011fi\u2019ne g\u00f6re baz\u0131 t\u00fcm\u00f6rler biyolojik olarak kansere d\u00f6n\u00fc\u015fmeyecek nitelikte olsa da AI bunlar\u0131 \u201ckanserli\u201d olarak i\u015faretleyebilir. Bu durum, gereksiz tedavilere ve psikolojik bask\u0131ya yol a\u00e7abiliyor.<\/p>\n<p>&#13;<br \/>\n\tAyr\u0131ca, yapay zek\u00e2 sistemlerinin \u00e7o\u011fu beyaz kad\u0131nlar\u0131n g\u00f6r\u00fcnt\u00fcleriyle e\u011fitildi\u011fi i\u00e7in farkl\u0131 etnik k\u00f6kenlerde ayn\u0131 ba\u015far\u0131y\u0131 g\u00f6stermeyebilece\u011fi endi\u015fesi de dile getiriliyor.<\/p>\n<h2>&#13;<br \/>\n\tTarama rehberi: Ne zaman ve nas\u0131l mamografi yapt\u0131rmal\u0131?<\/h2>\n<p>&#13;<br \/>\n\tAmerikan Kanser Derne\u011fi\u2019nin \u00f6nerilerine g\u00f6re:<\/p>\n<p>&#13;<br \/>\n\t45\u201354 ya\u015f aras\u0131 kad\u0131nlar her y\u0131l mamografi yapt\u0131rmal\u0131.<\/p>\n<p>&#13;<br \/>\n\t55 ya\u015f ve \u00fczeri kad\u0131nlar iki y\u0131lda bir taramay\u0131 tercih edebilir veya y\u0131ll\u0131k taramaya devam edebilir.<\/p>\n<p>&#13;<br \/>\n\tYo\u011fun meme dokusuna sahip kad\u0131nlar, ek g\u00f6r\u00fcnt\u00fcleme y\u00f6ntemleri i\u00e7in doktorlar\u0131na dan\u0131\u015fmal\u0131.<\/p>\n<p>&#13;<br \/>\n\tUzmanlar ayr\u0131ca kad\u0131nlara her y\u0131l ayn\u0131 merkezde mamografi yapt\u0131rmalar\u0131n\u0131, m\u00fcmk\u00fcnse meme g\u00f6r\u00fcnt\u00fcleme konusunda uzman radyologlar\u0131n bulundu\u011fu merkezleri se\u00e7melerini tavsiye ediyor.<\/p>\n<p>&#13;<br \/>\n\tHall, yapay zek\u00e2ya genel olarak mesafeli olsa da bu deneyimden sonra fikrini de\u011fi\u015ftirdi\u011fini s\u00f6yl\u00fcyor: \u201cYapay zek\u00e2dan ho\u015flanm\u0131yorum ama bu durumda iyi ki vard\u0131. Ne \u015fekilde bulunursa bulunsun, \u00f6nemli olan erken yakalanmas\u0131yd\u0131.\u201d<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>&#13; ABD\u2019de bir\u00e7ok t\u0131p merkezi art\u0131k mamogramlar\u0131 okurken AI teknolojisini kullan\u0131yor. Yaz\u0131l\u0131m, milyonlarca mamografi g\u00f6r\u00fcnt\u00fcs\u00fcnden \u00f6\u011frenerek kanserli dokularla iyi huylu olu\u015fumlar aras\u0131ndaki farklar\u0131 ay\u0131rt etmeyi \u00f6\u011freniyor. &#13; Kaliforniya \u00dcniversitesi ara\u015ft\u0131rmac\u0131lar\u0131, bu teknolojiyi tan\u0131 koyma s\u00fcrecini h\u0131zland\u0131rmak i\u00e7in test ediyor. Yeni yay\u0131mlanan bir \u00e7al\u0131\u015fmada, AI yard\u0131m\u0131yla \u015f\u00fcpheli g\u00f6r\u00fcnt\u00fcler \u00f6nceliklendirilerek mamogramdan biyopsiye giden s\u00fcre\u00e7 ortalama 73 g\u00fcnden [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":32806,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jnews-multi-image_gallery":[],"jnews_single_post":[],"jnews_primary_category":[],"jnews_social_meta":[],"jnews_override_counter":[],"footnotes":""},"categories":[2],"tags":[],"class_list":["post-33861","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dunya"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yapay zekal\u0131 mamografi, meme kanserinin erken tespitinde doktorlara yard\u0131mc\u0131 oluyor - Kuzeyin Sesi<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kuzeyinsesi.org\/index.php\/2025\/10\/23\/yapay-zekali-mamografi-meme-kanserinin-erken-tespitinde-doktorlara-yardimci-oluyor\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay zekal\u0131 mamografi, meme kanserinin erken tespitinde doktorlara yard\u0131mc\u0131 oluyor - Kuzeyin Sesi\" \/>\n<meta property=\"og:description\" content=\"&#013; ABD\u2019de bir\u00e7ok t\u0131p merkezi art\u0131k mamogramlar\u0131 okurken AI teknolojisini kullan\u0131yor. Yaz\u0131l\u0131m, milyonlarca mamografi g\u00f6r\u00fcnt\u00fcs\u00fcnden \u00f6\u011frenerek kanserli dokularla iyi huylu olu\u015fumlar aras\u0131ndaki farklar\u0131 ay\u0131rt etmeyi \u00f6\u011freniyor. &#013; Kaliforniya \u00dcniversitesi ara\u015ft\u0131rmac\u0131lar\u0131, bu teknolojiyi tan\u0131 koyma s\u00fcrecini h\u0131zland\u0131rmak i\u00e7in test ediyor. 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Yaz\u0131l\u0131m, milyonlarca mamografi g\u00f6r\u00fcnt\u00fcs\u00fcnden \u00f6\u011frenerek kanserli dokularla iyi huylu olu\u015fumlar aras\u0131ndaki farklar\u0131 ay\u0131rt etmeyi \u00f6\u011freniyor. &#13; Kaliforniya \u00dcniversitesi ara\u015ft\u0131rmac\u0131lar\u0131, bu teknolojiyi tan\u0131 koyma s\u00fcrecini h\u0131zland\u0131rmak i\u00e7in test ediyor. 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