{"id":1817,"date":"2026-05-02T17:01:30","date_gmt":"2026-05-02T17:01:30","guid":{"rendered":"https:\/\/mavikentajans.com\/?p=1817"},"modified":"2026-05-02T17:01:32","modified_gmt":"2026-05-02T17:01:32","slug":"yapay-zekadan-acil-serviste-buyuk-basari","status":"publish","type":"post","link":"https:\/\/mavikentajans.com\/?p=1817","title":{"rendered":"Yapay Zek\u00e2dan &#8216;Acil Serviste&#8217; B\u00fcy\u00fck Ba\u015far\u0131"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><strong>Bir ara\u015ft\u0131rmada yapay zek\u00e2, belirli ko\u015fullarda acil servis tan\u0131lar\u0131nda doktorlardan daha y\u00fcksek do\u011fruluk g\u00f6sterdi. Ancak \u00e7al\u0131\u015fma, ger\u00e7ek klinik ortam\u0131 tam olarak yans\u0131tmad\u0131\u011f\u0131 i\u00e7in sonu\u00e7lar temkinli yorumlan\u0131yor.<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">ABD\u2019de yap\u0131lan bir ara\u015ft\u0131rma, yapay zek\u00e2 sistemlerinin acil servis tan\u0131lar\u0131nda\u00a0dikkat \u00e7ekici bir performans\u00a0sergileyebildi\u011fini ortaya koydu. Harvard Medical School ve Beth Israel Deaconess Medical Center taraf\u0131ndan y\u00fcr\u00fct\u00fclen \u00e7al\u0131\u015fmada, bir yapay zek\u00e2 modeli belirli senaryolarda doktorlara k\u0131yasla daha y\u00fcksek do\u011fruluk oran\u0131na ula\u015ft\u0131.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ancak ara\u015ft\u0131rmac\u0131lar, bu sonu\u00e7lar\u0131n do\u011frudan &#8216;yapay zek\u00e2 doktorlar\u0131 ge\u00e7ti&#8217; \u015feklinde yorumlanmamas\u0131 gerekti\u011finin alt\u0131n\u0131 \u00e7iziyor. \u00c7al\u0131\u015fman\u0131n\u00a0kontroll\u00fc ko\u015fullarda ve s\u0131n\u0131rl\u0131 veri setleriyle\u00a0yap\u0131ld\u0131\u011f\u0131 \u00f6zellikle vurgulan\u0131yor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Ara\u015ft\u0131rma kapsam\u0131nda s\u0131n\u0131rl\u0131 say\u0131da acil servis vakas\u0131 incelendi.<br><br>Ara\u015ft\u0131rma kapsam\u0131nda\u00a076 farkl\u0131 acil servis vakas\u0131\u00a0incelendi. Yapay zek\u00e2 modeli, \u00f6zellikle h\u0131zl\u0131 karar verilmesi gereken triyaj s\u00fcre\u00e7lerinde daha tutarl\u0131 sonu\u00e7lar \u00fcretmeyi ba\u015fard\u0131. Bu durum, yo\u011fun ve stresli ortamlarda yapay zek\u00e2n\u0131n \u00f6nemli bir avantaj sa\u011flayabilece\u011fini g\u00f6steriyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Daha ileri testlerde yapay zek\u00e2n\u0131n performans\u0131 daha da dikkat \u00e7ekici hale geldi. 143 karma\u015f\u0131k vakay\u0131 kapsayan de\u011ferlendirmede model, vakalar\u0131n %78,3\u2019\u00fcnde do\u011fru tan\u0131y\u0131 listelemeyi ba\u015fard\u0131. Ayr\u0131ca olas\u0131 tan\u0131lar\u0131 \u00f6nerme konusunda\u00a0%97,9 gibi olduk\u00e7a y\u00fcksek\u00a0bir ba\u015far\u0131 oran\u0131na ula\u015ft\u0131.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Yine de tam anlam\u0131yla g\u00fcvenilir de\u011fil.<\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img  title=\"\" decoding=\"async\" src=\"https:\/\/imgrosetta.webtekno.com\/file\/660202\/1200xauto.jpg\"  alt=\"1200xauto Yapay Zek\u00e2dan &#039;Acil Serviste&#039; B\u00fcy\u00fck Ba\u015far\u0131\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Ara\u015ft\u0131rmac\u0131lar, elde edilen sonu\u00e7lar\u0131n &#8216;doktorlar art\u0131k gereksiz&#8217; anlam\u0131na gelmedi\u011fini \u00f6zellikle vurguluyor. Uzmanlara g\u00f6re yapay zek\u00e2 \u015fu an i\u00e7in en iyi kullan\u0131m senaryosunu\u00a0klinik karar destek sistemi\u00a0olarak sunuyor. Nihai karar\u0131n yine insan doktorlarda olmas\u0131 gerekti\u011fi ifade ediliyor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Her ne kadar ba\u015far\u0131 oranlar\u0131 y\u00fcksek olsa da sistemin \u00f6nemli s\u0131n\u0131rlamalar\u0131 bulunuyor. Yapay zek\u00e2 h\u00e2l\u00e2 g\u00f6rsel veriler, hastan\u0131n fiziksel durumu ve duygusal belirtiler gibi kritik unsurlar\u0131\u00a0tam olarak de\u011ferlendiremiyor. Ayr\u0131ca \u201chal\u00fcsinasyon\u201d olarak bilinen yanl\u0131\u015f bilgi \u00fcretme riski de uzmanlar\u0131n dikkat \u00e7ekti\u011fi ba\u015fl\u0131ca sorunlardan biri.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bir ara\u015ft\u0131rmada yapay zek\u00e2, belirli ko\u015fullarda acil servis tan\u0131lar\u0131nda doktorlardan daha y\u00fcksek do\u011fruluk g\u00f6sterdi. Ancak \u00e7al\u0131\u015fma, ger\u00e7ek klinik ortam\u0131 tam olarak yans\u0131tmad\u0131\u011f\u0131 i\u00e7in sonu\u00e7lar temkinli yorumlan\u0131yor. ABD\u2019de yap\u0131lan bir ara\u015ft\u0131rma, yapay zek\u00e2 sistemlerinin acil servis tan\u0131lar\u0131nda\u00a0dikkat \u00e7ekici bir performans\u00a0sergileyebildi\u011fini ortaya koydu. Harvard Medical School ve Beth Israel Deaconess Medical Center taraf\u0131ndan y\u00fcr\u00fct\u00fclen \u00e7al\u0131\u015fmada, bir yapay [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1818,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[65],"tags":[126,127,128,122],"class_list":["post-1817","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-teknoloji","tag-acil-servis","tag-doktor","tag-halusinasyon","tag-yapay-zeka"],"views":4,"_links":{"self":[{"href":"https:\/\/mavikentajans.com\/index.php?rest_route=\/wp\/v2\/posts\/1817","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mavikentajans.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mavikentajans.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mavikentajans.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mavikentajans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1817"}],"version-history":[{"count":1,"href":"https:\/\/mavikentajans.com\/index.php?rest_route=\/wp\/v2\/posts\/1817\/revisions"}],"predecessor-version":[{"id":1819,"href":"https:\/\/mavikentajans.com\/index.php?rest_route=\/wp\/v2\/posts\/1817\/revisions\/1819"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mavikentajans.com\/index.php?rest_route=\/wp\/v2\/media\/1818"}],"wp:attachment":[{"href":"https:\/\/mavikentajans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1817"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mavikentajans.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1817"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mavikentajans.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1817"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}