{"id":13822,"date":"2019-10-28T00:00:00","date_gmt":"2019-10-28T00:00:00","guid":{"rendered":"https:\/\/cms.alj3.clients.lemonhq.io\/?post_type=perspectives&#038;p=13822"},"modified":"2026-05-12T13:41:40","modified_gmt":"2026-05-12T13:41:40","slug":"ai-in-healthcare-a-quiet-revolution-about-to-get-loud","status":"publish","type":"perspectives","link":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/","title":{"rendered":"Sa\u011fl\u0131k Alan\u0131nda Yapay Zek\u00e2: sessiz bir devrim hayk\u0131r\u0131yor"},"content":{"rendered":"<p><strong>Benim tutkulu oldu\u011fum en b\u00fcy\u00fck zorluklar\u0131m\u0131zdan birini incelemek istedi\u011fim ikinci \u2018Spotlight\u2019 makaleme ho\u015f geldiniz.<\/strong><\/p>\n<p>D\u00fcnyan\u0131n her yerinde, sekt\u00f6rler ve meslekler ola\u011fan\u00fcst\u00fc \u00f6l\u00e7ekte kar\u0131\u015f\u0131kl\u0131k ve bozulma ile kar\u015f\u0131 kar\u015f\u0131ya. Yapay zek\u00e2n\u0131n (AI) ilerleyi\u015fi, 21<sup>nci<\/sup>Y\u00fczy\u0131l toplumunu merkezine alan sorular\u0131 ortaya koyuyor: i\u015f\u00a0g\u00fcc\u00fc yeniden d\u00fczenleniyor, i\u015fler yeniden yap\u0131land\u0131r\u0131l\u0131yor ve \u00e7al\u0131\u015fma kal\u0131plar\u0131 yeniden tasarlan\u0131yor.<\/p>\n","protected":false},"featured_media":11310,"menu_order":0,"template":"","class_list":["post-13822","perspectives","type-perspectives","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Sa\u011fl\u0131k Alan\u0131nda Yapay Zek\u00e2: sessiz bir devrim hayk\u0131r\u0131yor - Abdul Latif Jameel<\/title>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Sa\u011fl\u0131k Alan\u0131nda Yapay Zek\u00e2: sessiz bir devrim hayk\u0131r\u0131yor - Abdul Latif Jameel\" \/>\n<meta property=\"og:description\" content=\"Benim tutkulu oldu\u011fum en b\u00fcy\u00fck zorluklar\u0131m\u0131zdan birini incelemek istedi\u011fim ikinci \u2018Spotlight\u2019 makaleme ho\u015f geldiniz. D\u00fcnyan\u0131n her yerinde, sekt\u00f6rler ve meslekler ola\u011fan\u00fcst\u00fc \u00f6l\u00e7ekte kar\u0131\u015f\u0131kl\u0131k ve bozulma ile kar\u015f\u0131 kar\u015f\u0131ya. Yapay zek\u00e2n\u0131n (AI) ilerleyi\u015fi, 21nciY\u00fczy\u0131l toplumunu merkezine alan sorular\u0131 ortaya koyuyor: i\u015f\u00a0g\u00fcc\u00fc yeniden d\u00fczenleniyor, i\u015fler yeniden yap\u0131land\u0131r\u0131l\u0131yor ve \u00e7al\u0131\u015fma kal\u0131plar\u0131 yeniden tasarlan\u0131yor.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/\" \/>\n<meta property=\"og:site_name\" content=\"Abdul Latif Jameel\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-12T13:41:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/media.alj3.clients.lemonhq.io\/wp-content\/uploads\/2024\/10\/AI-in-healthcare1-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1278\" \/>\n\t<meta property=\"og:image:height\" content=\"479\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/\",\"url\":\"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/\",\"name\":\"Sa\u011fl\u0131k Alan\u0131nda Yapay Zek\u00e2: sessiz bir devrim hayk\u0131r\u0131yor - Abdul Latif Jameel\",\"isPartOf\":{\"@id\":\"https:\/\/10.0.2.222\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/media.alj3.clients.lemonhq.io\/wp-content\/uploads\/2024\/10\/AI-in-healthcare1-1.jpg\",\"datePublished\":\"2019-10-28T00:00:00+00:00\",\"dateModified\":\"2026-05-12T13:41:40+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/#primaryimage\",\"url\":\"https:\/\/media.alj3.clients.lemonhq.io\/wp-content\/uploads\/2024\/10\/AI-in-healthcare1-1.jpg\",\"contentUrl\":\"https:\/\/media.alj3.clients.lemonhq.io\/wp-content\/uploads\/2024\/10\/AI-in-healthcare1-1.jpg\",\"width\":1278,\"height\":479},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/10.0.2.222\/en\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Sa\u011fl\u0131k Alan\u0131nda Yapay Zek\u00e2: sessiz bir devrim hayk\u0131r\u0131yor\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/10.0.2.222\/en\/#website\",\"url\":\"https:\/\/10.0.2.222\/en\/\",\"name\":\"Abdul Latif Jameel\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/10.0.2.222\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Sa\u011fl\u0131k Alan\u0131nda Yapay Zek\u00e2: sessiz bir devrim hayk\u0131r\u0131yor - Abdul Latif Jameel","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"tr_TR","og_type":"article","og_title":"Sa\u011fl\u0131k Alan\u0131nda Yapay Zek\u00e2: sessiz bir devrim hayk\u0131r\u0131yor - Abdul Latif Jameel","og_description":"Benim tutkulu oldu\u011fum en b\u00fcy\u00fck zorluklar\u0131m\u0131zdan birini incelemek istedi\u011fim ikinci \u2018Spotlight\u2019 makaleme ho\u015f geldiniz. 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Yapay zek\u00e2n\u0131n (AI) ilerleyi\u015fi, 21nciY\u00fczy\u0131l toplumunu merkezine alan sorular\u0131 ortaya koyuyor: i\u015f\u00a0g\u00fcc\u00fc yeniden d\u00fczenleniyor, i\u015fler yeniden yap\u0131land\u0131r\u0131l\u0131yor ve \u00e7al\u0131\u015fma kal\u0131plar\u0131 yeniden tasarlan\u0131yor.","og_url":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/","og_site_name":"Abdul Latif Jameel","article_modified_time":"2026-05-12T13:41:40+00:00","og_image":[{"width":1278,"height":479,"url":"https:\/\/media.alj3.clients.lemonhq.io\/wp-content\/uploads\/2024\/10\/AI-in-healthcare1-1.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Tahmini okuma s\u00fcresi":"1 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/","url":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/","name":"Sa\u011fl\u0131k Alan\u0131nda Yapay Zek\u00e2: sessiz bir devrim hayk\u0131r\u0131yor - Abdul Latif Jameel","isPartOf":{"@id":"https:\/\/10.0.2.222\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/#primaryimage"},"image":{"@id":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/#primaryimage"},"thumbnailUrl":"https:\/\/media.alj3.clients.lemonhq.io\/wp-content\/uploads\/2024\/10\/AI-in-healthcare1-1.jpg","datePublished":"2019-10-28T00:00:00+00:00","dateModified":"2026-05-12T13:41:40+00:00","breadcrumb":{"@id":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/"]}]},{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/#primaryimage","url":"https:\/\/media.alj3.clients.lemonhq.io\/wp-content\/uploads\/2024\/10\/AI-in-healthcare1-1.jpg","contentUrl":"https:\/\/media.alj3.clients.lemonhq.io\/wp-content\/uploads\/2024\/10\/AI-in-healthcare1-1.jpg","width":1278,"height":479},{"@type":"BreadcrumbList","@id":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/perspectives\/ai-in-healthcare-a-quiet-revolution-about-to-get-loud\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/10.0.2.222\/en\/"},{"@type":"ListItem","position":2,"name":"Sa\u011fl\u0131k Alan\u0131nda Yapay Zek\u00e2: sessiz bir devrim hayk\u0131r\u0131yor"}]},{"@type":"WebSite","@id":"https:\/\/10.0.2.222\/en\/#website","url":"https:\/\/10.0.2.222\/en\/","name":"Abdul Latif Jameel","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/10.0.2.222\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"}]}},"post-meta-fields":{"_wp_page_template":["default"],"_published_date":["field_6057129b493f5"],"published_date":["20191028"],"_location":["field_601267396ce72"],"location":["Dubai, Birle\u015fik Arap Emirlikleri"],"_featured":["field_601a3b473c5c5"],"featured":["1"],"_footnotes":["field_66fd39afb9383"],"footnotes":["<a href=\"#_ftnref1\" name=\"_ftn1\"><\/a>\r\n\r\n<img class=\"wp-image-51794 size-full\" src=\"https:\/\/www.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-AI-Applications-v2.jpg\" alt=\"Top AI healthcare Apps by 2026\" width=\"4134\" height=\"4134\" \/>\r\n\r\n<a href=\"#_ftn11\" name=\"_ftnref11\"><\/a>\r\n<h2>AI\u2019n\u0131n erken etkisinin de\u011ferlendirilmesi<\/h2>\r\nHalihaz\u0131rda AI\u2019n\u0131n neler yapabildi\u011fine dair say\u0131s\u0131z erken i\u015faret var; Google ve ana \u015firketi Alfabe ile geli\u015fimi daha da ilerletmeyi zorlayanlar aras\u0131nda. Bir niyet beyan\u0131 olarak, Google Health giri\u015fiminin ba\u015fkan\u0131 olan eski Geisinger Health CEOa\u2019su David Feinberg de dahil olmak \u00fczere bir dizi \u00f6nemli randevu ald\u0131. \u201cHastan\u0131n hastanede kal\u0131\u015f s\u00fcresinin uzunlu\u011funu\u2026 ve \u00f6l\u00fcm olas\u0131l\u0131\u011f\u0131n\u0131\u201d tahminlerini edebilmek i\u00e7in makineyle \u00f6\u011frenmeyi kullanmak gibi bir dizi yeni teknoloji geli\u015ftiriyor. Ba\u015fka yerlerde, Google DeepMind makinelere, en az deneyimli bir gen\u00e7 doktor kadar hassas bir \u015fekilde, retina taramalar\u0131n\u0131 okumay\u0131 \u00f6\u011fretti.\r\n\r\nAI ile desteklenen di\u011fer ger\u00e7ek d\u00fcnya giri\u015fimleri, art\u0131k f\u00fct\u00fcristik bir bilim kurgu hayali de\u011fil, AI'n\u0131n hali haz\u0131rda \u00f6nemli faydalar sa\u011flad\u0131\u011f\u0131 bir sa\u011fl\u0131k hizmeti alan\u0131 olan AI ile desteklenen robotik cerrahiyi de i\u00e7ermektedir. Tek ba\u015f\u0131na \u00e7al\u0131\u015fan cerrahlara g\u00f6re hastan\u0131n hastane kal\u0131\u015f\u0131nda % 21\u2019lik bir azalmay\u0131 ve be\u015f kat daha az komplikasyonu i\u00e7eriyorlar.\r\n\r\nLondra'da bir DeepMind arac\u0131 \u00f6l\u00fcmc\u00fcl b\u00f6brek fonksiyon kayb\u0131 riski olan hastalar\u0131 belirlemek i\u00e7in canl\u0131 sa\u011fl\u0131k verilerini analiz etmektedir. 2017\u2019nin ba\u015flar\u0131nda Amerikan Kanser Derne\u011fi AI\u2019n\u0131n, kanser olduklar\u0131 s\u00f6ylenen iki sa\u011fl\u0131kl\u0131 kad\u0131ndan birinin yanl\u0131\u015f sonucunu an\u0131nda ortadan kald\u0131rarak, mamogramlar\u0131 %99 do\u011frulukla ve 30 kat daha h\u0131zl\u0131 bir \u015fekilde incelemek ve \u00e7evirmek i\u00e7in harmanlan\u0131yordu.\r\n\r\nYapay zek\u00e2yla \u00f6\u011frenme, in vitro fertilizasyon (IVF) s\u0131ras\u0131nda embriyo potansiyelinin de\u011ferlendirilmesinde de tan\u0131t\u0131lmaktad\u0131r. Londra'daki University College Hospital ara\u015ft\u0131rmac\u0131lar\u0131, 22.000 hasta randevu kayd\u0131n\u0131n de\u011ferlendirildi\u011fi bir algoritman\u0131n ard\u0131ndan y\u0131lda 3 milyon \u00a3'a kadar tasarruf etmenin bir yolunu buldu\u011funu ileri s\u00fcrerken, bir sonraki randevusuna kat\u0131lamayacak hastalar\u0131n %90\u2019\u0131n\u0131 ba\u015far\u0131l\u0131 bir \u015fekilde tan\u0131mlam\u0131\u015ft\u0131r.\r\n\r\n<img class=\"wp-image-51658 size-full\" src=\"https:\/\/www.alj.com\/app\/uploads\/2019\/09\/Breast-cancer.png\" alt=\"AI powered breast cancer screening\" width=\"1169\" height=\"827\" \/>\r\n\r\nAI personel sorunlar\u0131n\u0131n y\u00f6netilmesinde de yard\u0131mc\u0131 olabilir. \u0130nsan personelin aksine, sanal hem\u015firelik asistanlar\u0131, 7\/24 \u00e7al\u0131\u015f\u0131rken bile yorulmama avantaj\u0131na sahiptir. Sorular\u0131 hemen cevaplayabilir, hastalar\u0131 izleyebilir ve h\u0131zl\u0131 cevaplar verebilirler.\r\n\r\nG\u00f6r\u00fcnt\u00fc analizi, yapay zek\u00e2 destekli geli\u015fmeler i\u00e7in ola\u011fan\u00fcst\u00fc alan sunan ba\u015fka bir aland\u0131r.\r\n\r\nMIT ara\u015ft\u0131rmac\u0131lar\u0131, insanlardan 1.000 kat daha h\u0131zl\u0131 3D taramalar\u0131 analiz edebilen bir algoritma geli\u015ftiren ekibin par\u00e7as\u0131 oldular.<a href=\"#_ftn1\" name=\"_ftnref1\"><\/a> Zaman al\u0131c\u0131 niteli\u011fi g\u00f6z \u00f6n\u00fcne al\u0131nd\u0131\u011f\u0131nda, bu \u00e7al\u0131\u015fma bu \u00f6zellikle \u00e7arp\u0131c\u0131 bir geli\u015fmedir.\r\n\r\nAyr\u0131ca, testlerin s\u0131ralamas\u0131n\u0131, notlar\u0131n yaz\u0131lmas\u0131n\u0131 ve ila\u00e7lar\u0131n re\u00e7etelenmesini otomatikle\u015ftirerek doktorlar\u0131n idari y\u00fck\u00fcn\u00fc azaltan ses-metin \u00e7evirileri i\u00e7in potansiyel vard\u0131r.\r\n<h2>S\u0131rada ne var?<\/h2>\r\nMevcut geli\u015fmelerin h\u0131z\u0131n\u0131 de\u011ferlendirmek zor. Bir\u00e7oklar\u0131 i\u00e7in, yapay zek\u00e2n\u0131n sa\u011fl\u0131k hizmetleri \u00fczerindeki potansiyel etkisi, zihinsel bir h\u0131zda geli\u015fiyor gibi g\u00f6r\u00fcn\u00fcyor. Ancak tecr\u00fcbeli g\u00f6zlemciler ger\u00e7ek de\u011fi\u015fimin - ve beraberindeki faydalar\u0131n \u2013 hen\u00fcz gelmedi\u011fini \u00f6ne s\u00fcr\u00fcyorlar.\r\n\r\n\u0130ngiltere ve \u0130rlanda\u2019n\u0131n 24 t\u0131p fak\u00fcltesi ve fak\u00fcltesinin koordinasyon organ\u0131 olan Kraliyet T\u0131p Y\u00fcksek Okullar\u0131 Akademisi, <em>\u201cgelece\u011fe daha yak\u0131ndan bakt\u0131\u011f\u0131m\u0131zda, yapay zek\u00e2 sistemleri artan \u00f6zerklik ve ba\u011f\u0131ms\u0131zl\u0131k sergileyebilir\u201d.<\/em>\r\n\r\n\u0130\u015f g\u00fcc\u00fc s\u0131k\u0131nt\u0131s\u0131 i\u00e7in kapsam sa\u011flamas\u0131, \u00f6n\u00fcm\u00fczdeki on y\u0131lda beklenen bir etkidir. Yeni Accenture raporundaki tahminler 2026 itibar\u0131yla yapay zek\u00e2n\u0131n kar\u015f\u0131lanmayan klinik talebin %20\u2019sine e\u011filece\u011finiz g\u00f6stermektedir. Bu ilerlemelerin \u201cyolun \u00e7ok ba\u015f\u0131nda\u201d oldu\u011fu d\u00fc\u015f\u00fcn\u00fclse de, nihayet kullan\u0131c\u0131 giri\u015fi olmadan te\u015fhis koyma gibi g\u00f6revlere ge\u00e7meden \u00f6nce, t\u0131p uzmanlar\u0131na, te\u015fhis g\u00f6r\u00fcnt\u00fcleri de\u011ferlendirerek ve tedavi planlar\u0131 olu\u015fturarak karar vermede yard\u0131mc\u0131 olacaklard\u0131r.\r\n\r\nGelece\u011fin vizyonu ne olursa olsun, bir konu \u00e7ok a\u00e7\u0131k.\r\n\r\n<em>\u201cAI borudan akan bir yenilik de\u011fil; tam burada. \u00c7a\u011fr\u0131 merkezlerimizde, evlerimizde ve \u015fimdi, sa\u011fl\u0131k hizmetlerimizde. Yapay zek\u00e2m f\u0131rsat\u0131n\u0131 de\u011ferlendiren ve bu uygulamalar\u0131 benimseyen, y\u00fcksek kaliteli, uygun maliyetli bir bak\u0131m sunmak i\u00e7in rakiplerinden \u00f6ne atlayanlar olacakt\u0131r.<\/em>\u201d\r\n\r\nFakat hastay\u0131 da d\u00fc\u015f\u00fcnmeliyiz: \u2018t\u00fcketici\u2019. 2018 Accenture analizi, ki\u015fisel bak\u0131m ve veri g\u00fcvenli\u011fi konular\u0131n\u0131n vurgulan\u0131rken, de\u011fi\u015fimin ve yapay zek\u00e2 tedavisinin h\u0131zl\u0131 bir \u015fekilde benimsenmesini etkileyen alg\u0131lar\u0131n h\u00e2l\u00e2 belirsiz oldu\u011funu g\u00f6sterdi.\r\n\r\n<a href=\"#_ftnref1\" name=\"_ftn1\"><\/a>\r\n\r\n<img class=\"wp-image-51801 size-full\" src=\"https:\/\/www.alj.com\/app\/uploads\/2019\/09\/ALJ-Healthcare-Virtual-Doctor.jpg\" alt=\"Reasons why healthcare consumers will or will not use AI powered virtual doctor\" width=\"3508\" height=\"2599\" \/>\r\n<h2>J-Clinic ve eseri<\/h2>\r\nMassachusetts Teknoloji Enstit\u00fcs\u00fc\u2019nde (<a href=\"https:\/\/mit.edu\/\">MIT<\/a>), Sa\u011fl\u0131kta Yapay Zek\u00e2yla \u00d6\u011frenme i\u00e7in Abdul Latif Jameel Klini\u011fi (<a href=\"https:\/\/jclinic.mit.edu\/\">J-Clinic<\/a>) 2018 y\u0131l\u0131n\u0131n sonlar\u0131nda, \u00f6zellikle yapay zek\u00e2n\u0131n bildi\u011fimiz sa\u011fl\u0131k hizmetini d\u00f6n\u00fc\u015ft\u00fcrme potansiyelinden yararlanmak i\u00e7in kurulmu\u015ftur.\r\n\r\n<img class=\"wp-image-15880 size-full\" src=\"https:\/\/www.alj.com\/app\/uploads\/2018\/09\/J-Clinic-2-e1537271376412.png\" alt=\"Hassan jameel with J-Clinic colleagues\" width=\"900\" height=\"523\" \/>\r\n\r\nMIT ile <a href=\"https:\/\/communityjameel.org\">Jameel Toplumu<\/a> aras\u0131ndaki d\u00f6rd\u00fcnc\u00fc b\u00fcy\u00fck i\u015f\u00a0birli\u011fi, <a href=\"https:\/\/quest.mit.edu\/\">MIT \u0130stihbarat G\u00f6revi\u2019nin kilit par\u00e7as\u0131d\u0131r.<\/a> Hastal\u0131\u011f\u0131n \u00f6nlenmesi, tespiti ve tedavisinde devrim yaratacak yapay zek\u00e2 ve yapay zek\u00e2yla \u00f6\u011frenmeyi kullanmay\u0131 ama\u00e7lamaktad\u0131r. Alan\u0131 \u015funlar\u0131 i\u00e7ermektedir:\r\n<ul>\r\n \t<li><strong>Koruyucu t\u0131p<\/strong> y\u00f6ntemleri ve teknolojileri; bula\u015f\u0131c\u0131 olmayan hastal\u0131klar\u0131 seyrini de\u011fi\u015ftirerek durdurma potansiyeline sahiptir.<\/li>\r\n \t<li><strong>Uygun maliyetli te\u015fhis testleri<\/strong> sa\u011fl\u0131k problemlerini hem tespit edip hem de hafifletebilir.<\/li>\r\n \t<li><strong>\u0130la\u00e7 ke\u015ffi ve geli\u015ftirme<\/strong> \u00f6zellikle bireysel olarak \u00f6zelle\u015ftirilmi\u015f tedavileri hedef alan yeni ila\u00e7lar\u0131n daha h\u0131zl\u0131 ve daha ucuz ke\u015ffedilmesi, geli\u015ftirilmesi ve \u00fcretilmesini sa\u011flamak.<\/li>\r\n<\/ul>\r\n[embed]https:\/\/www.youtube.com\/watch?v=4M4_73FqGI8[\/embed]\r\n\r\n\u0130ki fak\u00fclte yard\u0131mc\u0131s\u0131 Regina Barzilay ve James Collins, J-Clinic'in g\u00fcnl\u00fck operasyonlar\u0131n\u0131 denetlemektedir. \u015eimdiye kadarki \u00e7al\u0131\u015fmalar\u0131 aras\u0131nda, sinir a\u011flar\u0131n\u0131n b\u00fcy\u00fck farmakolojik veri setlerinde umut vaat eden ila\u00e7 adaylar\u0131n\u0131 belirlemesine yard\u0131mc\u0131 olabilecek bir \u015fifreleme sistemi; acil serviste sepsis tedavisi g\u00f6ren hastalara potansiyel olarak hayat kurtar\u0131c\u0131 ila\u00e7lar\u0131n ne zaman verilece\u011fine karar vermede klinisyenleri belirleyebilecek \u00f6ng\u00f6r\u00fcc\u00fc bir model ve baz\u0131 antibiyotiklerin bakterileri \u00f6ld\u00fcrmelerine yard\u0131mc\u0131 olan ek bir mekanizma ke\u015ffetmek i\u00e7in yeni bir makine \u00f6\u011frenme yakla\u015f\u0131m\u0131 geli\u015ftirmi\u015ftir.\r\n\r\n<img class=\"wp-image-51672 size-full\" src=\"https:\/\/www.alj.com\/app\/uploads\/2019\/09\/J-Clinic-project-funding.png\" alt=\"J-Clinic project funding at MIT\" width=\"1169\" height=\"827\" \/>\r\n\r\n<a href=\"https:\/\/alj.com\/en\/perspective\/machine-learning-set-transform-face-global-healthcare\/\">Ananthan P. Chandrakasan<\/a>J-Clinic Ba\u015fkan\u0131, sa\u011fl\u0131k hizmetlerinde AI'n\u0131n y\u00fckselmesinin hem k\u0131sa hem de uzun vadeli faydalar sa\u011flayabilece\u011fini s\u00f6yl\u00fcyor.\r\n\r\n<em>\u201cKesinlikle, daha ki\u015fiselle\u015ftirilmi\u015f sa\u011fl\u0131k hizmetlerini m\u00fcmk\u00fcn k\u0131lacak ve d\u00fczene sokacak. Bir bireyin verilerini izleyebilir, daha geni\u015f pop\u00fclasyonla ili\u015fkili olarak anlayabilir ve tedavileri daha bireysel olarak \u00f6zelle\u015ftirebiliriz. Bu \u00e7ok heyecan verici bir f\u0131rsat.<\/em>\r\n\r\n<em>\u00a0<\/em><em>\u201cAma sonu\u00e7ta, bu teknolojiyi hastal\u0131klar\u0131n \u00f6nlenmesine bakarak g\u00f6rmek isterim. Bunlar daha f\u00fct\u00fcristik f\u0131rsatlar... \u0130lk ba\u015far\u0131n\u0131n tespiti, daha sonra daha iyi tedavi, daha sonra ki\u015fiselle\u015ftirilmi\u015f tedavi ve son olarak hastal\u0131k \u00f6nleme olmas\u0131 muhtemeldir. Bu bizim nihai hedefimiz.\u201d<\/em>\r\n\r\n<img class=\"size-full wp-image-51687 alignleft\" src=\"https:\/\/www.alj.com\/app\/uploads\/2019\/09\/Fady-Spotlight.jpg\" alt=\"Fady Mohammed Jameel Spotlight article portrait\" width=\"296\" height=\"307\" \/>May\u0131s 2019\u2019da J-Clinic, proje finansman\u0131nda 2,3 milyon ABD dolar\u0131ndan fazla para oldu\u011funu a\u00e7\u0131klad\u0131. 43 tekliften hibe almak i\u00e7in on sekiz proje se\u00e7ilmi\u015ftir. Tamam\u0131 potansiyelini geli\u015ftirmek i\u00e7in yapay zek\u00e2 kullanmaya odaklanacak olan bu son hibelerin konular\u0131 aras\u0131nda kanser, epilepsi, zihinsel sa\u011fl\u0131k, bili\u015fsel bozukluk ve konjestif kalp yetmezli\u011fi say\u0131labilir.\r\n\r\n\u00c7al\u0131\u015fma uygulamalar\u0131 ku\u015fkusuz AI'n\u0131n ilerlemesiyle de\u011fi\u015ftirilece\u011fi i\u00e7in, yapay zek\u00e2n\u0131n ger\u00e7ekten d\u00f6n\u00fc\u015ft\u00fcr\u00fcc\u00fc bir etkiye sahip olabilece\u011fi hastal\u0131\u011f\u0131n tedavisi ve \u00f6nlenmesindedir. J-Clinic bu ama\u00e7 i\u00e7in yorulmadan \u00e7al\u0131\u015facakt\u0131r.\r\n\r\nBu ara\u015ft\u0131rma sayesinde, Jameel Toplumu ve J-Clinic'in makine \u00f6\u011frenmenin g\u00fcc\u00fcnden yararland\u0131klar\u0131n\u0131 ve kanser, Alzheimer ve d\u00fcnyadaki insanlar\u0131n ya\u015famlar\u0131n\u0131 etkileyen di\u011fer bula\u015f\u0131c\u0131 olmayan hastal\u0131klara kar\u015f\u0131 m\u00fccadele ald\u0131klar\u0131n\u0131 g\u00f6rmekten mutluyum.\r\n\r\nFakat daha yap\u0131lacak \u00e7ok i\u015f oldu\u011funa eminim. \u00c7ok daha fazlas\u0131 gelecek. \u00d6zellikle halk sa\u011fl\u0131\u011f\u0131 ve bula\u015f\u0131c\u0131 hastal\u0131k kontrol\u00fcnde d\u00fcnyan\u0131n en savunmas\u0131z pop\u00fclasyonlar\u0131n\u0131 ve dolay\u0131s\u0131yla sosyal, politik ve ekonomik olarak bir b\u00fct\u00fcn olarak insanl\u0131\u011f\u0131 etkileyen fakt\u00f6rler. Yolculu\u011fumuz devam ediyor."],"_business_sector":["field_66f6b5bcac8cb"],"business_sector":["Community Jameel"],"_content_series":["field_66fe3c439f8f6"],"content_series":[""],"_old_post_id":["field_66fe3fd59f8f7"],"old_post_id":["52761"],"_short_title":["field_60925d67125ef"],"short_title":["Sa\u011fl\u0131k Alan\u0131nda Yapay Zek\u00e2"],"_summary":["field_6019304103a20"],"summary":["<p>Benim tutkulu oldu\u011fum en b\u00fcy\u00fck zorluklar\u0131m\u0131zdan birini incelemek istedi\u011fim ikinci \u2018Spotlight\u2019 makaleme ho\u015f geldiniz.<\/p>"],"_mobile_featured_image":["field_66f6b4bee65f3"],"mobile_featured_image":["https:\/\/media.alj3.clients.lemonhq.io\/wp-content\/uploads\/2024\/10\/AI-in-healthcare1-1.jpg"],"_push_notification":["field_66f6b47de65f1"],"push_notification":[""],"_publish_mobile":["field_66f6b491e65f2"],"publish_mobile":["0"],"_status":["field_652694983fe12"],"status":["private"],"_thumbnail_id":["11310"],"_wpml_word_count":["{\"total\":1310,\"to_translate\":{\"ar\":1310,\"zh-hans\":1310,\"fr\":1310,\"ja\":1310,\"es\":1310,\"tr\":1310}}"],"_last_translation_edit_mode":["native-editor"],"content":["<p><strong>Benim tutkulu oldu\u011fum en b\u00fcy\u00fck zorluklar\u0131m\u0131zdan birini incelemek istedi\u011fim ikinci \u2018Spotlight\u2019 makaleme ho\u015f geldiniz.<\/strong><\/p>\n<p>D\u00fcnyan\u0131n her yerinde, sekt\u00f6rler ve meslekler ola\u011fan\u00fcst\u00fc \u00f6l\u00e7ekte kar\u0131\u015f\u0131kl\u0131k ve bozulma ile kar\u015f\u0131 kar\u015f\u0131ya. Yapay zek\u00e2n\u0131n (AI) ilerleyi\u015fi, 21<sup>nci<\/sup>Y\u00fczy\u0131l toplumunu merkezine alan sorular\u0131 ortaya koyuyor: i\u015f\u00a0g\u00fcc\u00fc yeniden d\u00fczenleniyor, i\u015fler yeniden yap\u0131land\u0131r\u0131l\u0131yor ve \u00e7al\u0131\u015fma kal\u0131plar\u0131 yeniden tasarlan\u0131yor.<\/p>"],"_content":[""],"_oembed_675f1cac12c0a97502a4c3eefd359bf5":["<iframe title=\"Announcing the Abdul Latif Jameel Clinic for Machine Learning in Health at MIT\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/4M4_73FqGI8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>"],"_oembed_time_675f1cac12c0a97502a4c3eefd359bf5":["1777900504"],"_edit_lock":["1778593486:22"],"_oembed_0da73ccf2fd87f9410a3df476f8d4166":["<iframe title=\"Announcing the Abdul Latif Jameel Clinic for Machine Learning in Health at MIT\" width=\"1205\" height=\"678\" src=\"https:\/\/www.youtube.com\/embed\/4M4_73FqGI8?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>"],"_oembed_time_0da73ccf2fd87f9410a3df476f8d4166":["1778593218"],"_edit_last":["22"],"_ame_cpe_post_policy":["{\"accessProtection\":{\"active\":\"replace\"}}"],"_wpml_media_duplicate":["1"],"_wpml_media_featured":["1"],"_yoast_wpseo_content_score":["90"],"_yoast_wpseo_estimated-reading-time-minutes":["1"]},"_links":{"self":[{"href":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/wp-json\/wp\/v2\/perspectives\/13822","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/wp-json\/wp\/v2\/perspectives"}],"about":[{"href":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/wp-json\/wp\/v2\/types\/perspectives"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/wp-json\/wp\/v2\/media\/11310"}],"wp:attachment":[{"href":"https:\/\/cms.alj3.clients.lemonhq.io\/tr\/wp-json\/wp\/v2\/media?parent=13822"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}