{"id":3820,"date":"2026-04-06T15:33:32","date_gmt":"2026-04-06T15:33:32","guid":{"rendered":"https:\/\/odakhaber.site\/?p=3820"},"modified":"2026-04-06T15:33:32","modified_gmt":"2026-04-06T15:33:32","slug":"tip-dunyasinda-yapay-zeka-krizi-radyologlarin-koltugu-sallaniyor-mu","status":"publish","type":"post","link":"https:\/\/odakhaber.site\/?p=3820","title":{"rendered":"T\u0131p D\u00fcnyas\u0131nda Yapay Zeka Krizi: Radyologlar\u0131n Koltu\u011fu Sallan\u0131yor mu?"},"content":{"rendered":"\n<p>ABD\u2019nin en b\u00fcy\u00fck kamu hastane a\u011f\u0131n\u0131n ba\u015f\u0131nda bulunan\u00a0Mitchell Katz\u2019\u0131n a\u00e7\u0131klamalar\u0131, sa\u011fl\u0131k sekt\u00f6r\u00fcnde &#8220;insan g\u00fcc\u00fc m\u00fc, teknoloji mi?&#8221; tart\u0131\u015fmas\u0131n\u0131 yeniden alevlendirdi. NYC Health + Hospitals CEO\u2019su Katz, yapay zekan\u0131n (YZ) radyologlar\u0131n b\u00fcy\u00fck bir b\u00f6l\u00fcm\u00fcn\u00fcn yerini alabilece\u011fini iddia ederek t\u0131p d\u00fcnyas\u0131ndan gelen sert tepkilerin oda\u011f\u0131 oldu.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">CEO Mitchell Katz: &#8220;Yapay Zeka B\u00fcy\u00fck Tasarruf Sa\u011flar&#8221;<\/h3>\n\n\n\n<p>Mitchell Katz kat\u0131ld\u0131\u011f\u0131 bir panelde, mevcut teknolojik imkanlar\u0131n asl\u0131nda radyoloji alan\u0131nda devrim yapmaya haz\u0131r oldu\u011funu savundu. Katz&#8217;\u0131n \u00f6ne \u00e7\u0131kan arg\u00fcmanlar\u0131 \u015funlar:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>D\u00fczenleme Engelini A\u015fmak:<\/strong>\u00a0Katz, yasal engellerin a\u015f\u0131lmas\u0131 durumunda bug\u00fcn bile radyologlar\u0131n b\u00fcy\u00fck k\u0131sm\u0131n\u0131n yerine YZ sistemlerinin getirilebilece\u011fini belirtti.<\/li>\n\n\n\n<li><strong>Tarama Filtreleme:<\/strong>\u00a0\u00d6zellikle meme kanseri taramalar\u0131nda YZ&#8217;nin ilk de\u011ferlendirmeyi yapabilece\u011fi, uzmanlar\u0131n ise sadece YZ taraf\u0131ndan &#8220;\u015f\u00fcpheli&#8221; olarak i\u015faretlenen vakalara bakabilece\u011fi bir model \u00f6nerdi.<\/li>\n\n\n\n<li><strong>Maliyet Avantaj\u0131:<\/strong>\u00a0Bu d\u00f6n\u00fc\u015f\u00fcm\u00fcn sa\u011fl\u0131k sisteminde ciddi bir maliyet tasarrufu yarataca\u011f\u0131n\u0131 ve hastanelerin bu y\u00f6nde ad\u0131m atmas\u0131 gerekti\u011fini vurgulad\u0131.<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">Radyologlardan Yan\u0131t: &#8220;Bu Bir Felaket Senaryosu&#8221;<\/h3>\n\n\n\n<p>Katz\u2019\u0131n \u00f6nerisi, t\u0131p uzmanlar\u0131 ve \u00f6zellikle radyologlar aras\u0131nda b\u00fcy\u00fck bir rahats\u0131zl\u0131k yaratt\u0131. San Diego&#8217;da g\u00f6rev yapan radyolog\u00a0Mohammed Suhail, bu yakla\u015f\u0131m\u0131n hastalar i\u00e7in hayati tehlike olu\u015fturdu\u011funu savundu.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;Yapay zekaya tamamen dayal\u0131 bir sistem do\u011frudan hasta zarar\u0131na ve \u00f6l\u00fcmlere yol a\u00e7ar. Bunu ancak radyolojiden hi\u00e7 anlamayan biri s\u00f6yleyebilir.&#8221; \u2014\u00a0Dr. Mohammed Suhail<\/p>\n<\/blockquote>\n\n\n\n<p>Suhail, hastane y\u00f6neticilerinin teknoloji devlerinin vaatlerine kar\u015f\u0131 ele\u015ftirel bir s\u00fczge\u00e7ten yoksun olduklar\u0131n\u0131 iddia etti.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">&#8220;Yapay Zeka Serab\u0131&#8221;: Bilimsel Ara\u015ft\u0131rmalar Ne Diyor?<\/h3>\n\n\n\n<p>Tart\u0131\u015fman\u0131n bilimsel aya\u011f\u0131nda ise Stanford \u00dcniversitesi&#8217;nin dikkat \u00e7eken bir \u00e7al\u0131\u015fmas\u0131 yer al\u0131yor. Hen\u00fcz hakem onay\u0131ndan ge\u00e7memi\u015f olan \u00e7al\u0131\u015fma, YZ&#8217;nin t\u0131bbi te\u015fhislerdeki g\u00fcvenilirli\u011fini sorgulat\u0131yor:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>YZ Serab\u0131 (Mirage):<\/strong>\u00a0Ara\u015ft\u0131rmac\u0131lar, sistemlerin ger\u00e7ek X-ray g\u00f6r\u00fcnt\u00fclerini analiz etmeden bile sanki veriyi g\u00f6rm\u00fc\u015f gibi sonu\u00e7 \u00fcretebildi\u011fini fark etti.<\/li>\n\n\n\n<li><strong>Ger\u00e7eklikten Kopuk Analizler:<\/strong>\u00a0Bu hatalar, klasik &#8220;hal\u00fcsinasyon&#8221;lardan farkl\u0131 olarak daha ikna edici ancak tamamen verisiz sonu\u00e7lar i\u00e7eriyor.<\/li>\n<\/ul>\n\n\n\n<p>Hastanelerin maliyetleri d\u00fc\u015f\u00fcrme hedefi ile t\u0131bbi g\u00fcvenli\u011fin \u00e7at\u0131\u015ft\u0131\u011f\u0131 bu noktada uzmanlar uyar\u0131yor: Yapay zekay\u0131 h\u0131zla ve denetimsiz bir \u015fekilde sisteme entegre etmek, maliyetten \u00e7ok can kayb\u0131na yol a\u00e7abilir.<\/p>\n\n\n\n<p><a href=\"https:\/\/gazeteoksijen.com\/saglik\/tip-dunyasinin-yeni-tartismasi-radyologlarin-yerini-yapay-zeka-alabilir-271243\">https:\/\/gazeteoksijen.com\/saglik\/tip-dunyasinin-yeni-tartismasi-radyologlarin-yerini-yapay-zeka-alabilir-271243<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ABD\u2019nin en b\u00fcy\u00fck kamu hastane a\u011f\u0131n\u0131n ba\u015f\u0131nda bulunan\u00a0Mitchell Katz\u2019\u0131n a\u00e7\u0131klamalar\u0131, sa\u011fl\u0131k sekt\u00f6r\u00fcnde &#8220;insan g\u00fcc\u00fc m\u00fc, teknoloji mi?&#8221; tart\u0131\u015fmas\u0131n\u0131 yeniden alevlendirdi. NYC Health + Hospitals CEO\u2019su Katz, yapay zekan\u0131n (YZ) radyologlar\u0131n b\u00fcy\u00fck bir b\u00f6l\u00fcm\u00fcn\u00fcn yerini alabilece\u011fini iddia ederek t\u0131p d\u00fcnyas\u0131ndan gelen sert tepkilerin oda\u011f\u0131 oldu. CEO Mitchell Katz: &#8220;Yapay Zeka B\u00fcy\u00fck Tasarruf Sa\u011flar&#8221; Mitchell Katz kat\u0131ld\u0131\u011f\u0131 [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":3821,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[39],"tags":[],"class_list":["post-3820","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-saglik-haberleri"],"jetpack_featured_media_url":"https:\/\/odakhaber.site\/wp-content\/uploads\/2026\/04\/tip-dunyasinin-yeni-tartismasi-radyologlarin-yerini-yapay-zeka-alabilir-jggf.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/odakhaber.site\/index.php?rest_route=\/wp\/v2\/posts\/3820","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/odakhaber.site\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/odakhaber.site\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/odakhaber.site\/index.php?rest_route=\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/odakhaber.site\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3820"}],"version-history":[{"count":1,"href":"https:\/\/odakhaber.site\/index.php?rest_route=\/wp\/v2\/posts\/3820\/revisions"}],"predecessor-version":[{"id":3822,"href":"https:\/\/odakhaber.site\/index.php?rest_route=\/wp\/v2\/posts\/3820\/revisions\/3822"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/odakhaber.site\/index.php?rest_route=\/wp\/v2\/media\/3821"}],"wp:attachment":[{"href":"https:\/\/odakhaber.site\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3820"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/odakhaber.site\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3820"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/odakhaber.site\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3820"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}