Hitit \u00dcniversitesi t\u0131p ve m\u00fchendislik fak\u00fcltelerinden akademisyenlerin i\u015fbirli\u011fiyle \u00f6n \u00e7apraz ba\u011f y\u0131rt\u0131\u011f\u0131n\u0131 te\u015fhis edebilen yapay zeka destekli yaz\u0131l\u0131m geli\u015ftirildi.<\/p>\n
Hitit \u00dcniversitesinin makine ve imalat teknolojileri alan\u0131nda ihtisasla\u015fmas\u0131n\u0131n ard\u0131ndan kurulan Makine ve \u0130malat Teknolojileri Uygulama ve Ara\u015ft\u0131rma Merkezinde (M\u0130TAM) \u00f6zellikle yapay zekan\u0131n farkl\u0131 alanlarda kullan\u0131m\u0131na y\u00f6nelik \u00e7al\u0131\u015fmalar ba\u015flat\u0131ld\u0131.<\/p>\n
\u00dcniversite b\u00fcnyesinde, \u00f6n \u00e7apraz ba\u011f y\u0131rt\u0131klar\u0131n\u0131n te\u015fhisinde yapay zeka kullan\u0131lmas\u0131 i\u00e7in \u00e7al\u0131\u015fma yap\u0131lmak \u00fczere Hitit \u00dcniversitesi t\u0131p ve m\u00fchendislik fak\u00fcltelerinden akademisyenlerden ekip kuruldu.<\/p>\n
Yakla\u015f\u0131k 400 ki\u015finin MR g\u00f6r\u00fcnt\u00fcleri yapay zekaya \u00f6\u011fretildi<\/h3>\n
\u00c7al\u0131\u015fma kapsam\u0131nda ortopedi ve travmatoloji birimince \u00f6n \u00e7apraz ba\u011f y\u0131rt\u0131\u011f\u0131 bulunan yakla\u015f\u0131k 400 ki\u015finin MR g\u00f6r\u00fcnt\u00fcleri yapay zekaya \u00f6\u011fretildi.<\/p>\n
Hitit \u00dcniversitesi T\u0131p Fak\u00fcltesi Ortopedi ve Travmatoloji Ana Bilim Dal\u0131ndan Do\u00e7. Dr. Taner Al\u0131\u00e7, AA muhabirine, \u00f6n \u00e7apraz ba\u011flar\u0131n dizin en \u00f6nemli b\u00f6l\u00fcmlerinden oldu\u011funu, \u00f6zellikle sporcularda bu b\u00f6lgede yaralanmalar ya\u015fand\u0131\u011f\u0131n\u0131 s\u00f6yledi.<\/p>\n
\u00d6n \u00e7apraz ba\u011f y\u0131rt\u0131\u011f\u0131n\u0131n tedavisinde do\u011fru te\u015fhisin \u00f6nemine vurgu yapan Al\u0131\u00e7, “\u00d6n \u00e7apraz ba\u011f y\u0131rt\u0131klar\u0131n\u0131n do\u011fru te\u015fhisinde klinik muayene kadar MR g\u00f6r\u00fcnt\u00fcleri de ciddi \u00f6nem arz etmekte fakat bu MR g\u00f6r\u00fcnt\u00fclerinin de\u011ferlendirilmesinde ister istemez insan\u0131n g\u00f6zden ka\u00e7\u0131rabilece\u011fi \u00e7ok ciddi detaylar\u0131 daha ayr\u0131nt\u0131l\u0131 \u015fekilde fark etmemiz ve do\u011fru tan\u0131 koymam\u0131z, do\u011fru tedavi a\u00e7\u0131s\u0131ndan \u00f6nemli.” dedi.<\/p>\n
![\"\"](\"https:\/\/www.aa.com.tr\/uploads\/userFiles\/e1e8523d-4106-45e0-98bd-20afb1e8805a\/New%20folder%2FAA-36559294.jpg\"\/)
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“Y\u00fczde 92’ye varan do\u011fruluk oran\u0131 var”<\/h3>\n
D\u00fcnyada yapay zeka ve derin \u00f6\u011frenme modellerinin sa\u011fl\u0131k sekt\u00f6r\u00fcnde, \u00f6zellikle ortopedi alan\u0131nda yer tutmaya ba\u015flad\u0131\u011f\u0131na dikkati \u00e7eken Al\u0131\u00e7, \u015f\u00f6yle devam etti:<\/p>\n
“\u00c7o\u011fu \u00e7al\u0131\u015fmalar buna do\u011fru evrilmekte. \u00d6n \u00e7apraz ba\u011f y\u0131rt\u0131klar\u0131 i\u00e7in de bu s\u00fcre\u00e7 bu \u015fekilde. Yapay zeka modelleriyle insan\u0131n g\u00f6zden ka\u00e7\u0131rabilece\u011fi detayl\u0131 y\u0131rt\u0131klara do\u011fru ve \u00e7ok h\u0131zl\u0131 \u015fekilde, saniyeler i\u00e7erisinde tan\u0131 koyabilmekteyiz. Bu tan\u0131y\u0131 koyarken m\u00fchendislik fak\u00fcltesinin de\u011ferli hocalar\u0131yla birlikte \u00e7al\u0131\u015ft\u0131k. \u00d6n \u00e7apraz ba\u011f y\u0131rt\u0131klar\u0131n\u0131 daha do\u011fru, daha h\u0131zl\u0131 nas\u0131l te\u015fhis edebiliriz, bunun \u00fczerine kafa yorduk ve yapt\u0131\u011f\u0131m\u0131z \u00e7al\u0131\u015fmalarda olduk\u00e7a iyi sonu\u00e7lar elde ettik. Y\u00fczde 92’ye varan do\u011fruluk oran\u0131 var. Ba\u015flang\u0131\u00e7 i\u00e7in olduk\u00e7a \u00f6nemli rakamd\u0131 bu.”<\/p>\n
Al\u0131\u00e7, gelecekte menisk\u00fcs, k\u0131k\u0131rdak hasar\u0131 gibi farkl\u0131 b\u00f6lgelere y\u00f6nelik yapay zeka destekli \u00e7al\u0131\u015fmalar yapacaklar\u0131n\u0131, bu t\u00fcr yaz\u0131l\u0131mlar\u0131n hekimlere \u00f6zellikle te\u015fhis konusunda yard\u0131m ve destek sa\u011flayacak teknolojik birer ara\u00e7 oldu\u011funu s\u00f6zlerine ekledi.<\/p>\n
Farkl\u0131 MR cihazlar\u0131ndan al\u0131nan g\u00f6r\u00fcnt\u00fcler de i\u015flenecek<\/h3>\n
M\u00fchendislik Fak\u00fcltesi End\u00fcstri M\u00fchendisli\u011fi B\u00f6l\u00fcm\u00fc’nden Dr. \u00d6\u011fretim \u00dcyesi Meryem Yal\u00e7\u0131nkaya ise M\u0130TAM’da yapay zeka teknolojisine y\u00f6nelik \u00e7ok say\u0131da \u00e7al\u0131\u015fma y\u00fcr\u00fctt\u00fcklerini anlatt\u0131.<\/p>\n
Hitit \u00dcniversitesi Erol Ol\u00e7ok E\u011fitim ve Ara\u015ft\u0131rma Hastanesi Ba\u015fhekimli\u011fi ile yakla\u015f\u0131k 1,5 y\u0131l \u00f6nce yap\u0131lan isti\u015farede, ortopedi ve travmatoloji b\u00f6l\u00fcm\u00fcne y\u00f6nelik yapay zeka destekli \u00e7al\u0131\u015fma yapmaya karar verdiklerini anlatan Yal\u00e7\u0131nkaya, Do\u00e7. Dr. Tamer Al\u0131\u00e7 ile y\u00fcr\u00fctt\u00fckleri, iki ay s\u00fcren teknik i\u015flemlerin ard\u0131ndan \u00f6n \u00e7apraz ba\u011f y\u0131rt\u0131\u011f\u0131n\u0131 yapay zekaya \u00f6\u011fretmeyi ba\u015fard\u0131klar\u0131n\u0131 s\u00f6yledi.<\/p>\n
Yal\u00e7\u0131nkaya, “Ondan sonraki s\u00fcre\u00e7te burada dijital laboratuvarda model geli\u015ftirmeleri \u00fczerine odakland\u0131k. \u00c7apraz ba\u011f\u0131n bulundu\u011fu b\u00f6lgede y\u0131rt\u0131k var m\u0131 yok mu \u015feklinde tespite y\u00f6nelik derin \u00f6\u011frenme modelini geli\u015ftirdik. Birden fazla model geli\u015ftirdik ve en iyisinde y\u00fczde 92’lik do\u011frulukta \u00e7apraz ba\u011f y\u0131rt\u0131\u011f\u0131 vard\u0131r yoktur diye tespit ettik.” \u015feklinde konu\u015ftu.<\/p>\n
Yal\u00e7\u0131nkaya, yaz\u0131l\u0131m\u0131 daha da geli\u015ftirmek i\u00e7in bundan sonraki s\u00fcre\u00e7te farkl\u0131 MR cihazlar\u0131ndan al\u0131nan g\u00f6r\u00fcnt\u00fcleri de i\u015fleyeceklerini bildirdi.<\/p>\n
Yapay zekan\u0131n gelecekte erken tan\u0131 ve te\u015fhisin ayr\u0131lmaz bir par\u00e7as\u0131 olaca\u011f\u0131n\u0131 \u00f6ng\u00f6rd\u00fcklerini ve buna y\u00f6nelik yapay zeka destekli \u00e7al\u0131\u015fmalar yapt\u0131klar\u0131n\u0131 belirten Yal\u00e7\u0131nkaya, \u015funlar\u0131 kaydetti:<\/p>\n
“Sadece \u00e7apraz ba\u011f y\u0131rt\u0131\u011f\u0131n\u0131 de\u011fil, daha \u00f6nceki kanser h\u00fccrelerinin tespiti, bronskoskopi alan\u0131nda yabanc\u0131 cisim var m\u0131 yok mu, estetik operasyon sonras\u0131 insan y\u00fcz\u00fcnde duygu kayb\u0131 var m\u0131 yok mu gibi alanlara y\u00f6nelik \u00e7al\u0131\u015fmalar\u0131m\u0131z da oldu. Bunlar\u0131n hepsini birle\u015ftirerek bir program i\u00e7erisinde, farkl\u0131 mod\u00fcller alt\u0131nda bir \u00fcr\u00fcne d\u00f6n\u00fc\u015ft\u00fcrmeyi, bu \u00fcr\u00fcn\u00fc de Hitit teknoloji \u015firketi b\u00fcnyesinde sa\u011fl\u0131k sekt\u00f6r\u00fcnde bir hizmet \u00fcr\u00fcn\u00fc olarak sunmay\u0131 hedefliyoruz.”<\/p>\n