{"id":34363,"date":"2026-09-02T23:20:18","date_gmt":"2026-09-02T20:20:18","guid":{"rendered":"https:\/\/www.mustafaaydinol.com\/yapay-zeka-yuzu-uretilmis-bir-gorsel-dogrultusunda-neden-ameliyat-yapmayacagim\/"},"modified":"2026-09-07T01:45:33","modified_gmt":"2026-09-06T22:45:33","slug":"yapay-zeka-yuzu-uretilmis-bir-gorsel-dogrultusunda-neden-ameliyat-yapmayacagim","status":"publish","type":"post","link":"https:\/\/www.mustafaaydinol.com\/tr\/yapay-zeka-yuzu-uretilmis-bir-gorsel-dogrultusunda-neden-ameliyat-yapmayacagim\/","title":{"rendered":"Yapay Zeka Y\u00fcz\u00fc: \u00dcretilmi\u015f Bir G\u00f6rsel Do\u011frultusunda Neden Ameliyat Yapmayaca\u011f\u0131m"},"content":{"rendered":"

Ne oldu?<\/h2>\n

Bu hafta \u0130ngiliz televizyonlar\u0131 ve gazeteleri, cerrahlar\u0131n t\u00fcm y\u0131l boyunca sessizce u\u011fra\u015ft\u0131\u011f\u0131 bir konuyu g\u00fcndeme ta\u015f\u0131d\u0131: Kons\u00fcltasyonlara yapay zeka taraf\u0131ndan olu\u015fturulmu\u015f kendi resimleriyle gelen hastalar. Baz\u0131lar\u0131 bir sohbet robotuna hangi prosed\u00fcrleri yapt\u0131rmalar\u0131 gerekti\u011fini sordu. Di\u011ferleri ise planlad\u0131klar\u0131 ameliyat sonras\u0131 y\u00fczlerinin nas\u0131l g\u00f6r\u00fcnece\u011fini \u00e7izmesini istedi ve sonucu hedef olarak getirdi. Bu trendin \u015fimdiden bir ad\u0131 var: \u201cYapay zeka y\u00fcz\u00fc\u201d: g\u00f6zeneksiz cilt, jilet gibi keskin bir \u00e7ene hatt\u0131, a\u015f\u0131r\u0131 b\u00fcy\u00fck g\u00f6zler, neredeyse m\u00fckemmel simetri. Londral\u0131 bir cerrah, meslekta\u015flar\u0131n\u0131n bu g\u00f6r\u00fcnt\u00fclerle dolup ta\u015ft\u0131\u011f\u0131n\u0131 bildirdi. Bir ABD hastanesi ara\u015ft\u0131rmas\u0131, foto\u011fraflar\u0131n\u0131 iyile\u015ftirmek i\u00e7in yapay zeka kullanan hastalar\u0131n ameliyattan \u00f6nemli \u00f6l\u00e7\u00fcde daha y\u00fcksek beklentilerle geldi\u011fini ortaya koydu.<\/p>\n

Kons\u00fcltasyonlar\u0131m WhatsApp \u00fczerinden g\u00f6nderilen foto\u011fraflarla ba\u015flad\u0131\u011f\u0131 i\u00e7in bu trend do\u011frudan benim masama geliyor. \u0130\u015fte bu konudaki d\u00fcr\u00fcst duru\u015fum.<\/p>\n

Yayg\u0131n yanl\u0131\u015f kan\u0131<\/h2>\n

Yanl\u0131\u015f anlama, y\u00fcz\u00fcn\u00fcz\u00fcn yapay zeka g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fcn bir \u00f6nizleme oldu\u011fudur. De\u011fildir. Bu bir \u00e7izimdir. Hi\u00e7bir y\u00fcze dokunmam\u0131\u015f ve sizin y\u00fcz\u00fcn\u00fcz\u00fcn kemik, k\u0131k\u0131rdak, kan damarlar\u0131, sinir dallar\u0131 ve kendine \u00f6zg\u00fc bir \u015fekilde iyile\u015fecek belirli bir kal\u0131nl\u0131kta deriden olu\u015ftu\u011funu bilmeyen bir sistem taraf\u0131ndan olu\u015fturulmu\u015f, olduk\u00e7a ikna edici bir \u00e7izim.<\/p>\n

Yapay zeka her pikseli kontrol eder. Cerrahi piksel d\u00fczeyinde \u00e7al\u0131\u015fmaz. Doku d\u00fczeyinde \u00e7al\u0131\u015f\u0131r ve dokunun kurallar\u0131 vard\u0131r.<\/p>\n

Klinik ger\u00e7eklik<\/h2>\n

G\u00f6r\u00fcnt\u00fc, asl\u0131nda ameliyat olan k\u0131sm\u0131 atlar.<\/strong> Yapay zeka bir burnu inceltti\u011finde, nefesinize ne olaca\u011f\u0131na karar vermez. Bir \u00e7ene hatt\u0131n\u0131 keskinle\u015ftirdi\u011finde, y\u00fcz sinirinizin nereden ge\u00e7ti\u011fini hesaba katmaz. G\u00f6zenekleri ve k\u0131vr\u0131mlar\u0131 sildi\u011finde, cildi s\u0131k\u0131la\u015ft\u0131rmaz; hi\u00e7bir operasyonun yapmad\u0131\u011f\u0131 bir \u015fekilde dokuyu siler. Hava ge\u00e7irmeyen burunlar ve organlara yer b\u0131rakmayan bel hatlar\u0131 istendi\u011fini g\u00f6rd\u00fcm. Resim g\u00fczel \u00e7\u00fcnk\u00fc i\u00e7indeki hi\u00e7bir \u015feyin hayatta kalmas\u0131 gerekmiyordu.<\/p>\n

G\u00f6r\u00fcnt\u00fc zihne yerle\u015fir.<\/strong> Bu, en ciddiye ald\u0131\u011f\u0131m k\u0131s\u0131md\u0131r. Filtrelenmi\u015f \u00f6z-g\u00f6r\u00fcnt\u00fcler \u00fczerine yap\u0131lan ara\u015ft\u0131rmalara g\u00f6re, bir ki\u015fi kendi y\u00fcz\u00fcn\u00fcn idealize edilmi\u015f bir versiyonunu tekrar tekrar g\u00f6rd\u00fc\u011f\u00fcnde, o versiyon ger\u00e7ek gibi hissetmeye ba\u015flar ve ayna hata gibi g\u00f6r\u00fcn\u00fcr. Dermatologlar bunu 2018’de filtre \u00e7a\u011f\u0131nda beden dismorfik bozuklu\u011funun bir tetikleyicisi olarak tan\u0131mlad\u0131lar ve 2024’te 1.483 yeti\u015fkinle yap\u0131lan bir anket, kat\u0131l\u0131mc\u0131lar\u0131n yakla\u015f\u0131k d\u00f6rtte birinde beden dismorfik semptomlar\u0131 buldu; yo\u011fun sosyal medya kullan\u0131m\u0131 ve kozmetik cerrahiye daha y\u00fcksek kabul bir arada seyrediyordu. Yapay zeka g\u00f6r\u00fcnt\u00fcleri filtrelerden daha g\u00fc\u00e7l\u00fcd\u00fcr: s\u0131n\u0131rs\u0131z, ki\u015fiselle\u015ftirilmi\u015f ve \u00fccretsizdir. \u00dcretilmi\u015f y\u00fcz\u00fcn\u00fcze bakmak g\u00fcnl\u00fck bir al\u0131\u015fkanl\u0131k haline geldiyse, bunu cerrah\u0131n\u0131za d\u00fcr\u00fcst\u00e7e s\u00f6ylemeye de\u011fer, \u00e7\u00fcnk\u00fc bu iyi bir kons\u00fcltasyonun nas\u0131l g\u00f6r\u00fcnd\u00fc\u011f\u00fcn\u00fc de\u011fi\u015ftirir.<\/p>\n

Filtresiz foto\u011fraf d\u00fc\u015fman\u0131n\u0131z de\u011fil, dostunuzdur.<\/strong> 2021 tarihli bir \u00e7al\u0131\u015fma, ayn\u0131 d\u00f6rt ki\u015fiyi d\u00f6rt farkl\u0131 \u015fekilde foto\u011fraflad\u0131: selfie, filtrelenmi\u015f selfie, telefon kameras\u0131 ve standart bir klinik kamera. Ard\u0131ndan 240 yabanc\u0131 ilk izlenimleri de\u011ferlendirdi. Herkesin korktu\u011fu klinik foto\u011fraf en y\u00fcksek puan\u0131 ald\u0131. \u00d6n kamerada d\u00fczeltmeye \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131z y\u00fcz, k\u0131smen \u00f6n kameran\u0131n bir eseridir.<\/p>\n

Hastalar i\u00e7in pratik \u00e7\u0131kar\u0131m<\/h2>\n

Bana yazd\u0131\u011f\u0131n\u0131zda, ger\u00e7ek foto\u011fraflar g\u00f6nderin: pencereden gelen g\u00fcn \u0131\u015f\u0131\u011f\u0131, g\u00fczellik modu yok, filtre yok, her iki yan ve \u00f6nden, ba\u015fka biri taraf\u0131ndan veya arka kamera ile kol mesafesinden \u00e7ekilmi\u015f. Ben sizin anatomik yap\u0131n\u0131za g\u00f6re plan yapar\u0131m, telefonunuzun sizin hakk\u0131n\u0131zdaki g\u00f6r\u00fc\u015f\u00fcne g\u00f6re de\u011fil.<\/p>\n

Referans g\u00f6rseller, yapay zeka olanlar da dahil olmak \u00fczere, do\u011fru kullan\u0131rsak memnuniyetle kar\u015f\u0131lan\u0131r. Bir referans bana be\u011fendi\u011finiz y\u00f6n\u00fc s\u00f6yler: daha yumu\u015fak, daha keskin, daha dinlenmi\u015f. Bu bir pusulad\u0131r, bir s\u00f6zle\u015fme de\u011fil. Bir referans \u201cbeni tam olarak bu hale getirin\u201d oldu\u011funda, kons\u00fcltasyonun yava\u015flamas\u0131 gerekir, \u00e7\u00fcnk\u00fc \u201ctam olarak bu\u201d dokuda mevcut de\u011fildir.<\/p>\n

Ve dan\u0131\u015ft\u0131\u011f\u0131n\u0131z herhangi bir cerraha \u015fu soruyu sorun: \u201cBu, benim y\u00fcz\u00fcmde, benim cildimle, bir y\u0131l sonra nas\u0131l g\u00f6r\u00fcnecek?\u201d Anatominizle cevap veren bir cerrah ameliyat planl\u0131yordur. Resimle cevap veren bir cerrah ise onu sat\u0131yordur. Di\u011fer inceleme kontrol listesi<\/a> de\u011fi\u015fmeden ge\u00e7erlidir.<\/p>\n

D\u00fcr\u00fcst s\u0131n\u0131rlar<\/h2>\n

Planlamada teknolojiye kar\u015f\u0131 de\u011filim. Cerrah taraf\u0131ndan odada kullan\u0131lan g\u00f6r\u00fcnt\u00fcleme ve sim\u00fclasyon, d\u00fcr\u00fcst ara\u00e7lar olabilir; y\u00f6n konusunda anla\u015fmam\u0131za yard\u0131mc\u0131 olurlar. Fark \u015fudur ki, sorumlu bir sim\u00fclasyon anatomik yap\u0131n\u0131zla s\u0131n\u0131rl\u0131d\u0131r ve \u201cbu bir tahmindir\u201d c\u00fcmlesiyle gelirken, bir sohbet robotu g\u00f6r\u00fcnt\u00fcs\u00fc hi\u00e7bir \u015feyle s\u0131n\u0131rl\u0131 de\u011fildir ve g\u00fcvenle gelir.<\/p>\n

Ayr\u0131ca, yapay zeka destekli her hastan\u0131n dismorfik oldu\u011funu iddia etmeyece\u011fim. \u00c7o\u011fu, hastalar\u0131n bir zamanlar dergi sayfalar\u0131 getirdi\u011fi gibi, 2026’n\u0131n ara\u00e7lar\u0131yla sadece \u00f6devlerini yap\u0131yorlar. \u00d6dev memnuniyetle kar\u015f\u0131lan\u0131r. Benim i\u015fim, bunu y\u00fcz\u00fcn\u00fcz\u00fcn ger\u00e7ekten yapabilece\u011fi \u015feye \u00e7evirmektir ve bazen d\u00fcr\u00fcst \u00e7evirim \u201cbu g\u00f6r\u00fcnt\u00fc siz de\u011filsiniz ve onu kovalamak sizi daha mutlu etmeyecek\u201d olur. Ba\u015fka bir kad\u0131n\u0131n g\u00f6\u011f\u00fcslerini istemek hakk\u0131nda da ayn\u0131 \u015feyi s\u00f6yledim<\/a>; kad\u0131n yapay zeka taraf\u0131ndan \u00fcretildi\u011finde prensip de\u011fi\u015fmez.<\/p>\n

Bir \u015feyi d\u00fc\u015f\u00fcn\u00fcyorsan\u0131z ve ger\u00e7ek y\u00fcz\u00fcn\u00fcze dayal\u0131 bir g\u00f6r\u00fc\u015f almak istiyorsan\u0131z, d\u00fczenlenmemi\u015f foto\u011fraflar\u0131 +90 544 772 0772<\/a> numaras\u0131na g\u00f6nderin. Varsa yapay zeka g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fc de g\u00f6nderin. Size hangi k\u0131s\u0131mlar\u0131n\u0131n bir y\u00f6nlendirme, hangi k\u0131s\u0131mlar\u0131n\u0131n ise bir \u00e7izim oldu\u011funu s\u00f6yleyece\u011fim.<\/p>\n

Dr. Mustafa Ayd\u0131nol, \u0130stanbul’da plastik, rekonstr\u00fcktif ve estetik cerrah olup ISAPS \u00fcyesidir.<\/em><\/p>\n

Kaynaklar<\/h2>\n
    \n
  1. Rajanala S, Maymone MBC, Vashi NA. Selfieler, filtrelenmi\u015f foto\u011fraflar \u00e7a\u011f\u0131nda ya\u015famak. JAMA Facial Plast Surg, 2018. DOI<\/a><\/li>\n
  2. Ateq K, Alhajji M, Alhusseini N. Sosyal medya kullan\u0131m\u0131, beden dismorfik bozuklu\u011fu ve kozmetik cerrahiye kar\u015f\u0131 tutumlar, 1.483 yeti\u015fkinin anketi. Front Public Health, 2024. DOI<\/a><\/li>\n
  3. Cristel RT ve di\u011ferleri. Selfie’lerin ve filtrelenmi\u015f selfie’lerin de\u011ferlendirilmesi ve ilk izlenimler \u00fczerindeki etkileri, 240 de\u011ferlendirici. Aesthet Surg J, 2021. DOI<\/a><\/li>\n
  4. Silence C, Rice SM, Kourosh AS. Zoom sonras\u0131 yans\u0131mam\u0131z: monit\u00f6r\u00fc kapatmak. Facial Plast Surg Aesthet Med, 2022. DOI<\/a><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

    Hastalar, yapay zeka ile olu\u015fturulmu\u015f y\u00fczleri kons\u00fcltasyonlara getiriyorlar. \u00dcretilmi\u015f bir g\u00f6rselin neden bir y\u00f6nlendirme, cerrahi bir plan de\u011fil, oldu\u011funu ve ger\u00e7ekten yard\u0131mc\u0131 olan foto\u011fraflar\u0131n nas\u0131l g\u00f6nderilece\u011fini a\u00e7\u0131kl\u0131yorum.<\/p>\n","protected":false},"author":3,"featured_media":33103,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2689],"tags":[],"class_list":["post-34363","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uzman-gorusu"],"yoast_head":"\nYapay Zeka Y\u00fcz\u00fc: \u00dcretilmi\u015f Bir G\u00f6rsel Neden Cerrahi Bir Plan De\u011fildir<\/title>\n<meta name=\"description\" content=\"Yapay zeka y\u00fczleri cerrahi plan olabilir mi? \u00dcretilmi\u015f g\u00f6rsellerin s\u0131n\u0131rlar\u0131n\u0131 ve de\u011ferlendirme i\u00e7in hangi foto\u011fraflar\u0131n yararl\u0131 oldu\u011funu \u00f6\u011frenin.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mustafaaydinol.com\/tr\/yapay-zeka-yuzu-uretilmis-bir-gorsel-dogrultusunda-neden-ameliyat-yapmayacagim\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Yapay Zeka Y\u00fcz\u00fc: \u00dcretilmi\u015f Bir G\u00f6rsel Do\u011frultusunda Neden Ameliyat Yapmayaca\u011f\u0131m\" \/>\n<meta property=\"og:description\" content=\"Yapay zeka y\u00fczleri cerrahi plan olabilir mi? \u00dcretilmi\u015f g\u00f6rsellerin s\u0131n\u0131rlar\u0131n\u0131 ve de\u011ferlendirme i\u00e7in hangi foto\u011fraflar\u0131n yararl\u0131 oldu\u011funu \u00f6\u011frenin.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.mustafaaydinol.com\/tr\/yapay-zeka-yuzu-uretilmis-bir-gorsel-dogrultusunda-neden-ameliyat-yapmayacagim\/\" \/>\n<meta property=\"og:site_name\" content=\"Op. 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