kanser<\/a> hastalar\u0131n\u0131n biyolojik ya\u015f\u0131n\u0131 ve hayatta kalma riskini tahmin eden iki ara\u00e7 geli\u015ftirdi.<\/p>\n
\n\tThe Lancet Digital Health dergisinde yay\u0131mlanan ara\u015ft\u0131rmaya g\u00f6re FAHR-FaceAge y\u00fcz g\u00f6r\u00fcn\u00fcm\u00fcnden biyolojik ya\u015f\u0131 tahmin ederken FAHR-FaceSurvival hastalar\u0131n hayatta kalma riskini de\u011ferlendiriyor.<\/p>\n
\n\tRadyoterapi g\u00f6ren hastalarda yap\u0131lan incelemede, yapay zek\u00e2n\u0131n biyolojik ya\u015f\u0131n\u0131 ger\u00e7ek ya\u015f\u0131ndan en az be\u015f y\u0131l daha b\u00fcy\u00fck tahmin etti\u011fi ki\u015filerin d\u00f6rt y\u0131ll\u0131k takip s\u00fcrecindeki \u00f6l\u00fcm riski di\u011fer hastalara k\u0131yasla y\u00fczde 21 daha y\u00fcksek, biyolojik ya\u015f\u0131n\u0131 en az be\u015f y\u0131l daha gen\u00e7 tahmin etti\u011fi ki\u015filerin riski ise y\u00fczde 17 daha d\u00fc\u015f\u00fck bulundu.<\/p>\n
\n\tDoktorlar\u0131n tedavi kararlar\u0131na yard\u0131mc\u0131 olabilir<\/h2>\n
\n\tAra\u015ft\u0131rmac\u0131lar, bu teknolojinin \u00f6zellikle ameliyat, radyoterapi veya di\u011fer yo\u011fun kanser tedavileri \u00f6ncesinde hastalar\u0131n fiziksel dayan\u0131kl\u0131l\u0131\u011f\u0131n\u0131 de\u011ferlendirmeye yard\u0131mc\u0131 olabilece\u011fini belirtiyor.<\/p>\n
\n\tAncak uzmanlar, y\u00fcz foto\u011fraf\u0131ndan elde edilen tahminlerin tek ba\u015f\u0131na klinik karar vermek i\u00e7in yeterli olmad\u0131\u011f\u0131n\u0131 vurguluyor.<\/p>\n
\n\tAra\u015ft\u0131rman\u0131n sonu\u00e7lar\u0131, y\u00fcz g\u00f6r\u00fcn\u00fcm\u00fc ile hayatta kalma riski aras\u0131nda istatistiksel bir ili\u015fki bulundu\u011funu g\u00f6steriyor; yapay zek\u00e2n\u0131n neden bu sonu\u00e7lara ula\u015ft\u0131\u011f\u0131n\u0131 ise hen\u00fcz a\u00e7\u0131klam\u0131yor.<\/p>\n
\n\tSurrey \u00dcniversitesi’nden yapay zek\u00e2 uzman\u0131 Miroslaw Bober, ara\u015ft\u0131rman\u0131n \u00f6nemli bir ilerleme oldu\u011funu ancak arac\u0131n klinik kullan\u0131ma haz\u0131r olmad\u0131\u011f\u0131n\u0131 belirtti.<\/p>\n
\n\tBober, modelin doktorlar\u0131n de\u011ferlendirmelerine ek olarak ne kadar fayda sa\u011flad\u0131\u011f\u0131n\u0131n ve farkl\u0131 hasta gruplar\u0131nda ne kadar g\u00fcvenilir sonu\u00e7 verdi\u011finin ara\u015ft\u0131r\u0131lmas\u0131 gerekti\u011fini s\u00f6yledi.<\/p>\n
\n\tAra\u015ft\u0131rmac\u0131lar, teknolojinin doktorlar\u0131n yerini almak yerine ki\u015fiye \u00f6zel tedavi kararlar\u0131n\u0131 desteklemesini hedefliyor. Arac\u0131n klinik uygulamalarda g\u00fcvenle kullan\u0131labilmesi i\u00e7in daha fazla ba\u011f\u0131ms\u0131z do\u011frulama \u00e7al\u0131\u015fmas\u0131na ihtiya\u00e7 var.<\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"
ABD\u2019deki Mass General Brigham ara\u015ft\u0131rmac\u0131lar\u0131, 40 milyondan fazla y\u00fcz foto\u011fraf\u0131yla e\u011fitilen FAHR-Face adl\u0131 yapay zek\u00e2 modelinden, kanser hastalar\u0131n\u0131n biyolojik ya\u015f\u0131n\u0131 ve hayatta kalma riskini tahmin eden iki ara\u00e7 geli\u015ftirdi.
The Lancet Digital Health dergisinde yay\u0131mlanan ara\u015ft\u0131rmaya g\u00f6re FAHR-FaceAge y\u00fcz g\u00f6r\u00fcn\u00fcm\u00fcnden biyolojik ya\u015f\u0131 tahmin ederken FAHR-FaceSurvival hastalar\u0131n hayatta kalma riskini de\u011ferlendiriyor.
Radyoterapi g\u00f6ren […]<\/p>\n","protected":false},"author":1,"featured_media":48666,"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-48665","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dunya"],"yoast_head":"\n
Yapay zeka foto\u011fraftan kanser hastalar\u0131n\u0131n ya\u015fam s\u00fcresini tahmin ediyor - 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\/2026\/10\/20\/yapay-zeka-fotograftan-kanser-hastalarinin-yasam-suresini-tahmin-ediyor\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay zeka foto\u011fraftan kanser hastalar\u0131n\u0131n ya\u015fam s\u00fcresini tahmin ediyor - Kuzeyin Sesi\" \/>\n<meta property=\"og:description\" content=\"
ABD\u2019deki Mass General Brigham ara\u015ft\u0131rmac\u0131lar\u0131, 40 milyondan fazla y\u00fcz foto\u011fraf\u0131yla e\u011fitilen FAHR-Face adl\u0131 yapay zek\u00e2 modelinden, kanser hastalar\u0131n\u0131n biyolojik ya\u015f\u0131n\u0131 ve hayatta kalma riskini tahmin eden iki ara\u00e7 geli\u015ftirdi.
The Lancet Digital Health dergisinde yay\u0131mlanan ara\u015ft\u0131rmaya g\u00f6re FAHR-FaceAge y\u00fcz g\u00f6r\u00fcn\u00fcm\u00fcnden biyolojik ya\u015f\u0131 tahmin ederken FAHR-FaceSurvival hastalar\u0131n hayatta kalma riskini de\u011ferlendiriyor.
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Kuzeyin Sesi","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/10\/20\/yapay-zeka-fotograftan-kanser-hastalarinin-yasam-suresini-tahmin-ediyor\/","og_locale":"tr_TR","og_type":"article","og_title":"Yapay zeka foto\u011fraftan kanser hastalar\u0131n\u0131n ya\u015fam s\u00fcresini tahmin ediyor - Kuzeyin Sesi","og_description":"
ABD\u2019deki Mass General Brigham ara\u015ft\u0131rmac\u0131lar\u0131, 40 milyondan fazla y\u00fcz foto\u011fraf\u0131yla e\u011fitilen FAHR-Face adl\u0131 yapay zek\u00e2 modelinden, kanser hastalar\u0131n\u0131n biyolojik ya\u015f\u0131n\u0131 ve hayatta kalma riskini tahmin eden iki ara\u00e7 geli\u015ftirdi.
The Lancet Digital Health dergisinde yay\u0131mlanan ara\u015ft\u0131rmaya g\u00f6re FAHR-FaceAge y\u00fcz g\u00f6r\u00fcn\u00fcm\u00fcnden biyolojik ya\u015f\u0131 tahmin ederken FAHR-FaceSurvival hastalar\u0131n hayatta kalma riskini de\u011ferlendiriyor.
Radyoterapi g\u00f6ren […]","og_url":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/10\/20\/yapay-zeka-fotograftan-kanser-hastalarinin-yasam-suresini-tahmin-ediyor\/","og_site_name":"Kuzeyin Sesi","article_publisher":"https:\/\/www.facebook.com\/kuzeyinsesii","article_published_time":"2026-10-20T11:26:05+00:00","og_image":[{"url":"https:\/\/trthaberstatic.cdn.wp.trt.com.tr\/resimler\/2248000\/cilt-kanseri-muayene-2248984.jpg","type":"","width":"","height":""}],"author":"Kuzeyin Sesi","twitter_card":"summary_large_image","twitter_creator":"@kuzeyinsesii","twitter_site":"@kuzeyinsesii","twitter_misc":{"Yazan:":"Kuzeyin Sesi","Tahmini okuma s\u00fcresi":"2 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/10\/20\/yapay-zeka-fotograftan-kanser-hastalarinin-yasam-suresini-tahmin-ediyor\/#article","isPartOf":{"@id":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/10\/20\/yapay-zeka-fotograftan-kanser-hastalarinin-yasam-suresini-tahmin-ediyor\/"},"author":{"name":"Kuzeyin Sesi","@id":"https:\/\/kuzeyinsesi.org\/#\/schema\/person\/9f859689cdf01485597712386e37f5aa"},"headline":"Yapay zeka foto\u011fraftan kanser hastalar\u0131n\u0131n ya\u015fam s\u00fcresini tahmin ediyor","datePublished":"2026-10-20T11:26:05+00:00","mainEntityOfPage":{"@id":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/10\/20\/yapay-zeka-fotograftan-kanser-hastalarinin-yasam-suresini-tahmin-ediyor\/"},"wordCount":369,"commentCount":0,"image":{"@id":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/10\/20\/yapay-zeka-fotograftan-kanser-hastalarinin-yasam-suresini-tahmin-ediyor\/#primaryimage"},"thumbnailUrl":"https:\/\/kuzeyinsesi.org\/wp-content\/uploads\/2026\/10\/cilt-kanseri-muayene-2248984.jpg","articleSection":["D\u00fcnya"],"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/kuzeyinsesi.org\/index.php\/2026\/10\/20\/yapay-zeka-fotograftan-kanser-hastalarinin-yasam-suresini-tahmin-ediyor\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/10\/20\/yapay-zeka-fotograftan-kanser-hastalarinin-yasam-suresini-tahmin-ediyor\/","url":"https:\/\/kuzeyinsesi.org\/index.php\/2026\/10\/20\/yapay-zeka-fotograftan-kanser-hastalarinin-yasam-suresini-tahmin-ediyor\/","name":"Yapay zeka foto\u011fraftan kanser hastalar\u0131n\u0131n ya\u015fam s\u00fcresini tahmin ediyor - 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