{"id":3978,"date":"2023-08-29T08:56:45","date_gmt":"2023-08-29T08:56:45","guid":{"rendered":"https:\/\/noveltybilisim.com.tr\/blog\/?p=3978"},"modified":"2023-09-25T07:43:21","modified_gmt":"2023-09-25T07:43:21","slug":"yapay-zeka-tibbi-teshisi-nasil-hizlandiriyor","status":"publish","type":"post","link":"https:\/\/noveltybilisim.com.tr\/blog\/yapay-zeka-tibbi-teshisi-nasil-hizlandiriyor\/","title":{"rendered":"Yapay Zeka T\u0131bbi Te\u015fhisi Nas\u0131l H\u0131zland\u0131r\u0131yor?\u00a0"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3978\" class=\"elementor elementor-3978\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-579f09d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"579f09d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-153f2dc\" data-id=\"153f2dc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e94b935 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"e94b935\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>&nbsp;Genellikle&nbsp;<a href=\"https:\/\/noveltybilisim.com.tr\/teknolojiler\/goruntu-isleme\" target=\"_blank\">makine zekas\u0131<\/a>&nbsp;olarak bilinen yapay zeka (AI), sa\u011fl\u0131k hizmetleri de dahil olmak \u00fczere \u00e7e\u015fitli sekt\u00f6rler \u00fczerinde \u00f6nemli bir etki yaratmaktad\u0131r. <b>T\u0131p alan\u0131ndaki yapay zeka (AI)<\/b>, te\u015fhis ve tedaviyi iyile\u015ftirerek ve hastalar\u0131 ve sa\u011fl\u0131k hizmeti sa\u011flay\u0131c\u0131lar\u0131n\u0131 gerekli t\u0131bbi kararlar\u0131 derhal yerine getirmede destekleyerek hastalar\u0131n ya\u015famlar\u0131n\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde iyile\u015ftirme potansiyeline sahiptir.<\/p>\n<p><\/p>\n<p>T\u0131bbi bak\u0131m alan\u0131nda yapay zeka, sa\u011fl\u0131k yaz\u0131l\u0131m\u0131 geli\u015ftirme hizmetlerinin yan\u0131 s\u0131ra \u00f6zellikle te\u015fhis ve tedavi y\u00f6netiminde ilgi g\u00f6rmektedir. <b>Yapay zekan\u0131n sa\u011fl\u0131k hizmetleri<\/b> kararlar\u0131na nas\u0131l yard\u0131mc\u0131 olabilece\u011fi ve doktorlar\u0131n muhakemesini nas\u0131l geli\u015ftirebilece\u011fi konusunda bir\u00e7ok \u00e7al\u0131\u015fma yap\u0131lm\u0131\u015ft\u0131r.<\/p>\n<p>\u015eimdi bu konuyu daha derinlemesine inceleyelim. Ama \u00f6nce, t<b>\u0131bbi bak\u0131mda yapay zekay\u0131 tan\u0131mlayal\u0131m.<\/b><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-983588c elementor-widget elementor-widget-spacer\" data-id=\"983588c\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-d235388 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d235388\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-63550c2\" data-id=\"63550c2\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-91c94dc elementor-widget elementor-widget-image\" data-id=\"91c94dc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"950\" height=\"640\" src=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/3.png\" class=\"attachment-full size-full wp-image-4200\" alt=\"Sa\u011fl\u0131k Sekt\u00f6r\u00fcnde Yapay Zeka\" loading=\"lazy\" srcset=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/3.png 950w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/3-300x202.png 300w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/3-768x517.png 768w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/3-860x579.png 860w\" sizes=\"(max-width: 950px) 100vw, 950px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Sa\u011fl\u0131k Sekt\u00f6r\u00fcnde Yapay Zeka<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-0f3f463\" data-id=\"0f3f463\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-0999fa0 elementor-widget elementor-widget-spacer\" data-id=\"0999fa0\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-306e6b5 elementor-widget elementor-widget-heading\" data-id=\"306e6b5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.13.2 - 11-05-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Sa\u011fl\u0131k Sekt\u00f6r\u00fcnde Yapay Zeka Nedir?<br><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-067dc27 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"067dc27\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div data-pm-slice=\"1 1 []\" data-en-clipboard=\"true\"><p style=\"margin-bottom: 0px;\">\u00a0Sa\u011fl\u0131k sekt\u00f6r\u00fc b\u00fcy\u00fck bir d\u00f6n\u00fc\u015f\u00fcmden ge\u00e7mek \u00fczere. Teknoloji, bir hastan\u0131n bak\u0131m\u0131nda tam olarak do\u011fru zamanda daha do\u011fru, uygun maliyetli ve yararl\u0131 tedaviler sa\u011flamak i\u00e7in kullan\u0131labilir. <b>T\u0131p alan\u0131nda yapay zeka<\/b>, g\u00f6r\u00fcnt\u00fcleme ve risk de\u011ferlendirmesi yoluyla kronik hastal\u0131klar\u0131n belirlenmesine yard\u0131mc\u0131 olabilir.<\/p><\/div><div data-pm-slice=\"1 1 []\" data-en-clipboard=\"true\"><p style=\"margin-bottom: 0px;\"><span style=\"background-color: var(--solid-white);\">\u00d6deme d\u00fczenlemeleri de\u011fi\u015ftik\u00e7e, hastalar tedarik\u00e7ilerinden daha fazlas\u0131n\u0131 beklemekte ve mevcut veri miktar\u0131 \u015fa\u015f\u0131rt\u0131c\u0131 bir h\u0131zla artmaktad\u0131r. Yapay zeka, sa\u011fl\u0131k hizmetleri ekosistemindeki ilerlemeleri h\u0131zland\u0131ran motor olarak konumland\u0131r\u0131ld\u0131\u011f\u0131 i\u00e7in bu noktada devreye giriyor.<\/span><\/p><div>\u00a0<\/div><p style=\"margin-bottom: 0px;\"><b>Yapay Zeka Genel olarak Sa\u011fl\u0131k Sekt\u00f6r\u00fcn\u00fc Nas\u0131l Geli\u015ftiriyor?<\/b><\/p><p style=\"margin-bottom: 0px;\"><b>\u00a0<\/b><\/p><div><b>K\u00fcresel yapay zeka sa\u011fl\u0131k hizmetleri<\/b> pazar\u0131 2021&#8217;de 7,4 milyar dolar olarak de\u011ferlendirildi ve 2022&#8217;den 2027&#8217;ye kadar %49 YBBO ile b\u00fcy\u00fcyerek 2027&#8217;de yakla\u015f\u0131k 48,77 milyar dolara ula\u015faca\u011f\u0131 tahmin ediliyor. Tedavi tekniklerinde ve veri toplamada devrim yaratarak, sa\u011fl\u0131k hizmetlerinde yapay zekan\u0131n nihai hedefi hasta sonu\u00e7lar\u0131n\u0131 iyile\u015ftirmektir. Toplanan veriler, etkili tedavi prosed\u00fcrlerine yol a\u00e7an karma\u015f\u0131k hastal\u0131k te\u015fhislerinde yard\u0131mc\u0131 olabilir.<\/div><div>\u00a0<\/div><h3><b>Mobil Ve Giyilebilir Cihazlarla Sa\u011fl\u0131k Takibi<\/b><\/h3><div><b>\u00a0<\/b><\/div><div>Art\u0131k neredeyse herkesin, \u00f6nemli sa\u011fl\u0131k verilerini toplay\u0131p analiz edebilen sens\u00f6rlerle donat\u0131lm\u0131\u015f cihazlara eri\u015fimi var. Aktivite izleyicili cep telefonlar\u0131ndan kalp at\u0131\u015flar\u0131n\u0131 7\/24 \u00f6l\u00e7ebilen ekipmanlara kadar, n\u00fcfusun \u00e7o\u011fu bunlar\u0131n hepsine sahip. Ak\u0131ll\u0131 telefonlar, ak\u0131ll\u0131 saatler ve di\u011fer cihazlar\u0131n yard\u0131m\u0131yla yolda sa\u011fl\u0131kla ilgili artan miktarda bilgi \u00fcretilmektedir.<\/div><div>\u00a0<\/div><div>Bu verilerin analiz edilmesi ve yorumlanmas\u0131, bireyler taraf\u0131ndan uygulamalar ve di\u011fer ki\u015fisel te\u015fhis ekipmanlar\u0131 arac\u0131l\u0131\u011f\u0131yla sa\u011flanan bilgilerle birlikte, birey ve toplum sa\u011fl\u0131\u011f\u0131na ili\u015fkin benzersiz bir i\u00e7g\u00f6r\u00fc sunabilir. <b>T\u0131pta yapay zeka<\/b>, bu devasa ve \u00e7e\u015fitlendirilmi\u015f veri koleksiyonundan ilgili i\u00e7g\u00f6r\u00fclerin \u00e7\u0131kar\u0131lmas\u0131nda kritik \u00f6neme sahip olacakt\u0131r. <b>T\u0131bbi te\u015fhis i\u00e7in yapay zeka <\/b>bu \u015fekilde kullan\u0131labilir.<\/div><div>\u00a0<\/div><h2>Klinik Karar Verme S\u00fcrecine Yard\u0131m\u0131<\/h2><div>\u00a0<\/div><div>\u00a0Bir doktorun i\u015fi \u00e7ok \u00e7e\u015fitli faaliyetler gerektirse de, en \u00f6nemlilerinden biri bozukluklar\u0131 ve hastal\u0131klar\u0131 te\u015fhis etmek ve hastalar i\u00e7in tedavi planlar\u0131 geli\u015ftirmektir. Ancak s\u0131radan bir klinisyen i\u00e7in bu, \u00e7o\u011fu zaman titiz bir ara\u015ft\u0131rma ve belki de var olmayan sorunlara \u00f6zenli \u00e7\u00f6z\u00fcmler aramay\u0131 gerektiren zor, zaman al\u0131c\u0131 ve hatta stresli bir s\u00fcre\u00e7 olabilir.<\/div><div>\u00a0<\/div><div><b>Yapay zekan\u0131n t\u0131p end\u00fcstrisine dahil edilmesi<\/b>, her hastan\u0131n bireysel ihtiya\u00e7lar\u0131na uygun \u00e7\u00f6z\u00fcmler sunarken \u00e7ok say\u0131da zor, zaman al\u0131c\u0131 ve zahmetli s\u00fcreci basitle\u015ftirerek tedavi ve te\u015fhis planlamas\u0131na yard\u0131mc\u0131 olabilir. Hastal\u0131\u011f\u0131 <b>te\u015fhis i\u00e7in yapay zekay\u0131 kullanmak<\/b>, daha ba\u015far\u0131l\u0131 ve geli\u015fmi\u015f tedaviler sa\u011flayarak tedavi s\u00fcrecini h\u0131zland\u0131r\u0131r.<\/div><div>\u00a0<\/div><h3>Te\u015fhis S\u00fcrecini \u0130yile\u015ftirir<\/h3><div>\u00a0<\/div><div>Yapay zekan\u0131n t\u0131p alan\u0131ndaki avantajlar\u0131ndan biri de te\u015fhis verimlili\u011finin art\u0131r\u0131lmas\u0131d\u0131r. Sa\u011fl\u0131k hizmeti ortamlar\u0131ndaki manuel hatalar, t\u0131bbi ge\u00e7mi\u015fin olmamas\u0131 ve a\u011f\u0131r bir vaka y\u00fck\u00fc nedeniyle artabilir. \u0130nsanlarla kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda, yapay zeka sistemleri hastal\u0131klar\u0131 klinisyenlerden daha h\u0131zl\u0131 ve daha az hata riski ile tahmin ve te\u015fhis edebilir. Bu, <b>sa\u011flam veri kalitesi<\/b> varsa do\u011fru olabilir.<\/div><div>\u00a0<\/div><h3>\u0130\u015fletme Maliyetlerini Azalt\u0131r<\/h3><div>\u00a0<\/div><div><b>T\u0131bbi te\u015fhiste yapay zeka kullanmak<\/b>, ayn\u0131 \u015feyi ba\u015flang\u0131\u00e7 maliyetinin \u00e7ok alt\u0131nda bir maliyetle yapmaya yard\u0131mc\u0131 olabilir. \u00d6rne\u011fin, <b>yapay zekan\u0131n hastal\u0131k g\u00f6stergeleri<\/b> i\u00e7in milyonlarca foto\u011fraf aras\u0131nda arama yapabildi\u011fini varsayal\u0131m. Zaman alan fiziksel i\u015f g\u00fcc\u00fc ihtiyac\u0131n\u0131 ortadan kald\u0131r\u0131r. Hastalar daha h\u0131zl\u0131 ve etkili bir \u015fekilde tedavi edilir, bu da kabulleri, uzun bekleme s\u00fcrelerini ve yatak talebini azalt\u0131r.<\/div><div>\u00a0<\/div><p><b>Daha G\u00fcvenli Ameliyatlara Katk\u0131da Bulunur<\/b><\/p><div>Yapay zeka, verimli ve t\u00fcr\u00fcn\u00fcn tek \u00f6rne\u011fi cerrahi destek sa\u011flayarak sa\u011fl\u0131k robotlar\u0131nda kendine yer buluyor. Cerrahlar, normalde a\u00e7\u0131k ameliyat gerektirebilecek k\u00fc\u00e7\u00fck yerlerde ameliyat yapmak i\u00e7in geli\u015fmi\u015f el becerisi kazan\u0131yor. Robotlar hassas organ ve dokularda daha hassas davranarak daha az kan kayb\u0131, kontaminasyon riski ve ameliyat sonras\u0131 a\u011fr\u0131ya neden olabilir. Robotik cerrahi ge\u00e7iren hastalar, gerekli olan daha k\u00fc\u00e7\u00fck kesiler nedeniyle daha az yara izi ve h\u0131zl\u0131 iyile\u015fme bildirmektedir.<\/div><div>\u00a0<\/div><p><b>Daha \u0130yi Ve Geli\u015fmi\u015f Hasta Bak\u0131m\u0131<\/b><\/p><div>Sa\u011fl\u0131k tesisleri s\u0131kl\u0131kla a\u015f\u0131r\u0131 kalabal\u0131k ve da\u011f\u0131n\u0131kt\u0131r, bu da hayal k\u0131r\u0131kl\u0131\u011f\u0131 yaratan bir hasta deneyimine neden olur. Yak\u0131n zamanda yap\u0131lan bir ara\u015ft\u0131rmaya g\u00f6re, hastalar\u0131n %83&#8217;\u00fc i\u00e7in hasta deneyiminin en k\u00f6t\u00fc unsuru zay\u0131f ileti\u015fimdir. Verileri taramak, raporlar\u0131 toplamak ve hastalara nereye gitmeleri ve kimi ziyaret etmeleri gerekti\u011fini h\u0131zl\u0131 bir \u015fekilde s\u00f6ylemek i\u00e7in yapay zekay\u0131 kullanmak, sa\u011fl\u0131k hizmeti durumlar\u0131ndaki normal kaosu \u00f6nlemeye yard\u0131mc\u0131 olabilir. Hastalar i\u00e7in yapay zeka teknolojisi rakipsiz bir avantaj daha sunuyor: haftan\u0131n yedi g\u00fcn\u00fc, g\u00fcn\u00fcn 24 saati kullan\u0131labilir.<\/div><div>\u00a0<\/div><p><b>Sorunsuz Bilgi Al\u0131\u015fveri\u015fi<\/b><\/p><div>\u00a0<\/div><div>T\u0131bbi te\u015fhiste YZ&#8217;nin bahsedilmesi gereken bir di\u011fer avantaj\u0131 da bilgilerin payla\u015f\u0131lma kolayl\u0131\u011f\u0131d\u0131r. YZ, kesin hasta verilerini geleneksel bak\u0131mdan daha etkili bir \u015fekilde takip edebilir ve doktorlara tedavilere konsantre olmalar\u0131 i\u00e7in ek zaman sa\u011flar. Algoritmalar\u0131n b\u00fcy\u00fck miktarda veriyi h\u0131zl\u0131 bir \u015fekilde de\u011ferlendirme yetene\u011fi, <b>yapay zeka ve hassas t\u0131bb\u0131n<\/b> tam potansiyelini ger\u00e7ekle\u015ftirmek i\u00e7in kritik \u00f6neme sahiptir.<\/div><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5650dcc elementor-widget elementor-widget-spacer\" data-id=\"5650dcc\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5799c0e elementor-widget elementor-widget-spacer\" data-id=\"5799c0e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-470cdda elementor-widget elementor-widget-heading\" data-id=\"470cdda\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Hastal\u0131k Tespiti<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-9111ed6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9111ed6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b92e323\" data-id=\"b92e323\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2366fb0 elementor-widget elementor-widget-image\" data-id=\"2366fb0\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"950\" height=\"640\" src=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/1.png\" class=\"attachment-large size-large wp-image-4210\" alt=\"Yapay Zeka \u0130le Hastal\u0131k Tespiti\" loading=\"lazy\" srcset=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/1.png 950w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/1-300x202.png 300w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/1-768x517.png 768w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/1-860x579.png 860w\" sizes=\"(max-width: 950px) 100vw, 950px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-b0a42e5\" data-id=\"b0a42e5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-87def46 elementor-widget elementor-widget-spacer\" data-id=\"87def46\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf77475 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"bf77475\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div data-pm-slice=\"1 1 []\" data-en-clipboard=\"true\">\n<p style=\"margin-bottom: 0px;\"><span style=\"background-color: var(--solid-white);\"><b>&nbsp;T\u0131bbi te\u015fhiste yapay zeka<\/b><\/span><span style=\"background-color: var(--solid-white); font-weight: normal;\">, hastal\u0131\u011f\u0131 tespit etmek i\u00e7in kullan\u0131labilir. G\u00f6r\u00fcnt\u00fcleme ara\u00e7lar\u0131, te\u015fhis prosed\u00fcr\u00fcnde klinisyenlere yard\u0131mc\u0131 olabilir. Baz\u0131 uygulamalar, t\u0131bbi verileri analiz ederek radyolojik te\u015fhisi iyile\u015ftirmek i\u00e7in derin \u00f6\u011frenme t\u0131bbi ara\u00e7lar\u0131 olu\u015fturur. Bu teknikler klinisyenlerin kanserin ciddiyetini daha iyi anlamalar\u0131na ve tan\u0131mlamalar\u0131na yard\u0131mc\u0131 olur. Baz\u0131 durumlarda bu teknolojiler, doku \u00f6rneklerinin gereklili\u011fini &#8220;<\/span><span style=\"background-color: var(--solid-white);\"><b>sanal biyopsiler<\/b><\/span><span style=\"background-color: var(--solid-white); font-weight: normal;\">&#8221; ile de\u011fi\u015ftirmek i\u00e7in kullan\u0131labilir ve klinisyenlere t\u00fcm\u00f6r \u00f6zelliklerini ve genetik \u00f6zellikleri tespit etmede yard\u0131mc\u0131 olur.<\/span><\/p>\n<p style=\"margin-bottom: 0px;\"><span style=\"background-color: var(--solid-white); font-weight: normal;\">&nbsp;<\/span><\/p>\n<p style=\"margin-bottom: 0px;\"><span style=\"background-color: var(--solid-white);\">Ayr\u0131ca, klinik deneylerde yapay zeka te\u015fhis konusunda yard\u0131mc\u0131 olabilir. Her y\u0131l \u00fcretilen te\u015fhis hatalar\u0131n\u0131n say\u0131s\u0131n\u0131 azaltmaya yard\u0131mc\u0131 olabilir. Derin \u00f6\u011frenme uzmanlar\u0131n\u0131n yapay zeka yeteneklerinden yararlanmak, hastal\u0131k tespit verimlili\u011fini art\u0131rabilir. Ulusal Kanser Enstit\u00fcs\u00fc dergisinde yay\u0131nlanan yeni bir \u00e7al\u0131\u015fma, bir YZ sisteminin meme kanserini ortalama bir meme radyolo\u011fu kadar verimli bir \u015fekilde ve y\u00fczde 95 do\u011fruluk oran\u0131yla izleyebilece\u011fini g\u00f6stermektedir.&nbsp;<\/span><\/p>\n<p style=\"margin-bottom: 0px;\"><span style=\"background-color: var(--solid-white);\">&nbsp;<\/span><\/p>\n<p style=\"margin-bottom: 0px;\"><span style=\"background-color: var(--solid-white);\">YZ uygulamalar\u0131 onkolojide maligniteleri tan\u0131mlamak i\u00e7in kullan\u0131l\u0131yor. Patologlar, v\u00fccut dokular\u0131 ve s\u0131v\u0131lar\u0131ndaki hastal\u0131klar\u0131 tan\u0131mlamak i\u00e7in yapay g\u00f6rme teknolojilerini kullanmakta ve y\u00fcz tan\u0131ma, belirli nadir hastal\u0131klarla ili\u015fkili fenotiplerin tan\u0131mlanmas\u0131na yard\u0131mc\u0131 olmaktad\u0131r.<\/span><\/p>\n<p style=\"margin-bottom: 0px;\"><span style=\"background-color: var(--solid-white);\">&nbsp;<\/span><\/p>\n<p style=\"margin-bottom: 0px;\"><span style=\"background-color: var(--solid-white);\"><b>Semptom Analizi, Ki\u015fiselle\u015ftirilmi\u015f Tedavi \u00d6nerileri Ve Risk Tahmini<\/b><\/span><\/p>\n<p style=\"margin-bottom: 0px;\"><span style=\"background-color: var(--solid-white);\"><b>&nbsp;<\/b><\/span><\/p>\n<div><span style=\"background-color: var(--solid-white);\">Ak\u0131ll\u0131 belirti denetleyicileri halihaz\u0131rda bir\u00e7ok sa\u011fl\u0131k hizmeti uygulay\u0131c\u0131s\u0131 ve kurulu\u015fu taraf\u0131ndan kullan\u0131lmaktad\u0131r. Bu <b>makine \u00f6\u011frenimi sistemi<\/b>, hastalara semptomlar\u0131yla ilgili \u00e7e\u015fitli sorular soruyor ve ard\u0131ndan yan\u0131tlar\u0131na g\u00f6re tedavi aray\u0131\u015f\u0131 i\u00e7in uygun sonraki eylemleri \u00f6neriyor.<br><\/span><\/div>\n<div><span style=\"background-color: var(--solid-white);\">&nbsp;<\/span><\/div>\n<div><span style=\"background-color: var(--solid-white);\">Sa\u011fl\u0131k \u015firketleri, COVID-19 semptomlar\u0131 olan hastalar\u0131 triyaj etmek i\u00e7in \u00e7e\u015fitli web tabanl\u0131, yapay zeka destekli sa\u011fl\u0131k yard\u0131mc\u0131lar\u0131n\u0131 benimsiyor. En son Hastal\u0131k Kontrol ve \u00d6nleme Merkezleri (CDC) k\u0131lavuzlar\u0131na dayal\u0131 olarak ki\u015fiselle\u015ftirilmi\u015f tavsiye ve bilgiler sa\u011flar.<br><\/span><\/div>\n<div><span style=\"background-color: var(--solid-white);\">&nbsp;<\/span><\/div>\n<div><span style=\"background-color: var(--solid-white);\">Ayr\u0131ca, YZ teknolojisi, verileri sentezleyerek ve sonu\u00e7lar olu\u015fturarak hassas t\u0131bb\u0131 (<b>ki\u015fiye \u00f6zel sa\u011fl\u0131k hizmetleri<\/b>) geli\u015ftirebilir ve daha iyi e\u011fitimli ve ki\u015fiselle\u015ftirilmi\u015f tedaviye olanak tan\u0131r. Derin \u00f6\u011frenme algoritmalar\u0131, bir hastan\u0131n di\u011fer molek\u00fcler\/h\u00fccresel analizleri, genetik i\u00e7eri\u011fi ve ya\u015fam tarz\u0131 fakt\u00f6rleri de dahil olmak \u00fczere b\u00fcy\u00fck hacimli verileri inceleyebilir ve doktorlar\u0131n tedavileri se\u00e7melerine yard\u0131mc\u0131 olabilecek ilgili ara\u015ft\u0131rmalar\u0131 ortaya \u00e7\u0131karabilir.<br><\/span><\/div>\n<div><span style=\"background-color: var(--solid-white);\">&nbsp;<\/span><\/div>\n<h3><span style=\"background-color: var(--solid-white);\">Dermatoloji Ve Oftalmoloji Alanlar\u0131na Katk\u0131<\/span><\/h3>\n<h3><br><\/h3>\n<div>Ak\u0131ll\u0131 telefonlar ve di\u011fer ta\u015f\u0131nabilir cihazlar\u0131n yard\u0131m\u0131yla, <b>t\u0131bbi te\u015fhiste yapay zeka<\/b> dermatoloji ve oftalmoloji alanlar\u0131na kadar geni\u015flemi\u015ftir. Dermatolojide t\u0131bbi te\u015fhis i\u00e7in yapay zeka ve makine \u00f6\u011frenimi uygulamas\u0131, resim analizi ve s\u0131n\u0131fland\u0131rman\u0131n yan\u0131 s\u0131ra k\u00f6t\u00fc huylu ve iyi huylu cilt rahats\u0131zl\u0131klar\u0131n\u0131 ay\u0131rt etme kapasitesine odaklanmaktad\u0131r.<\/div>\n<div>&nbsp;<\/div>\n<div>Foto\u011fraflar\u0131 toplamak ve da\u011f\u0131tmak i\u00e7in cep telefonlar\u0131n\u0131n kullan\u0131lmas\u0131 tele-sa\u011fl\u0131\u011f\u0131n potansiyelini art\u0131rabilir. Birka\u00e7 firma, ak\u0131ll\u0131 telefon tabanl\u0131 bir fundus kamera ve ekli bir kameraya sahip d\u00fc\u015f\u00fck g\u00fc\u00e7l\u00fc bir mikroskop yard\u0131m\u0131yla oftalmolojide diyabetik retinopati te\u015fhisi koymay\u0131 ba\u015fard\u0131.<\/div>\n<div>&nbsp;<\/div>\n<p><b>Bula\u015f\u0131c\u0131 Salg\u0131nlar\u0131n Do\u011fru Tahmin Edilmesine Yard\u0131mc\u0131 Olur<\/b><\/p>\n<div><b>&nbsp;<\/b><\/div>\n<div><b>T\u0131bbi tan\u0131da yapay zeka<\/b>, bula\u015f\u0131c\u0131 salg\u0131nlar\u0131 etkili bir \u015fekilde tahmin edebilir. Geli\u015fmi\u015f yapay zeka algoritmalar\u0131n\u0131n geli\u015ftirilmesi, kamuya a\u00e7\u0131k verilerin s\u00fcrekli artan hacimlerini de\u011ferlendirme yetene\u011fine sahiptir. Bula\u015f\u0131c\u0131 hastal\u0131klar\u0131n yay\u0131lmas\u0131n\u0131 ve ilerlemesini takip etmede epidemiyologlara halihaz\u0131rda yard\u0131mc\u0131 olmaktad\u0131r.<\/div>\n<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ce8f2d elementor-widget elementor-widget-spacer\" data-id=\"4ce8f2d\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d11a633 elementor-widget elementor-widget-heading\" data-id=\"d11a633\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Evrak \u0130\u015flerine Etkisi<div data-pm-slice=\"1 1 [&quot;ul&quot;,null,&quot;li&quot;,{&quot;style&quot;:null,&quot;checked&quot;:null,&quot;value&quot;:null,&quot;displayValue&quot;:null,&quot;backgroundColor&quot;:null,&quot;color&quot;:null,&quot;listStyleType&quot;:null}]\" data-en-clipboard=\"true\"><span style=\"color: var(--h2-fcolor); font-family: var( --e-global-typography-primary-font-family ), Sans-serif; font-size: var(--h2-fsize); font-style: var(--h2-fstyle); font-weight: var( --e-global-typography-primary-font-weight ); letter-spacing: var(--h2-fspace); text-transform: var(--h2-transform); background-color: var(--solid-white);\"><\/span><\/div><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5fdeed8 elementor-widget elementor-widget-text-editor\" data-id=\"5fdeed8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p style=\"margin-bottom: 0px; margin-left: 0px;\">\u00a0<b>T\u0131bbi te\u015fhiste yapay zeka<\/b>, sa\u011fl\u0131k sekt\u00f6r\u00fcnde evrak i\u015flerinin kolayla\u015ft\u0131r\u0131lmas\u0131na yard\u0131mc\u0131 olabilir. Yapay zeka hastal\u0131klar\u0131n tan\u0131mlanmas\u0131 ve tedavisi i\u00e7in \u00f6nemli olsa da, ofis i\u015flerinin s\u0131k\u0131c\u0131 ger\u00e7ekli\u011finde de faydal\u0131d\u0131r. <b>Yapay zeka destekli<\/b> konu\u015fma tan\u0131ma teknolojileri, doktorlar\u0131n ve bilim insanlar\u0131n\u0131n notlar\u0131 dikte etmelerini ve formlar\u0131 s\u00f6zl\u00fc olarak doldurmalar\u0131n\u0131 sa\u011flayarak daha kritik hasta bak\u0131m\u0131 i\u00e7in klavye ba\u015f\u0131nda gereksiz zaman harcanmas\u0131n\u0131 \u00f6nler.<\/p><p style=\"margin-bottom: 0px; margin-left: 0px;\">\u00a0<\/p><div><span style=\"background-color: var(--solid-white);\">Yapay zeka, form doldurmay\u0131 otomatikle\u015ftirerek temel i\u015flemleri h\u0131zland\u0131rabilir ve hatalar\u0131 maliyetli hale gelmeden \u00f6nce ortaya \u00e7\u0131karabilir. T\u0131bbi kodlama konusunda uzman \u015firketler, sa\u011fl\u0131k \u015firketlerine i\u015f ak\u0131\u015f\u0131ndaki sorunlar\u0131 erken tespit etmede yard\u0131mc\u0131 olur.<br \/><\/span><span style=\"background-color: var(--solid-white);\"><br \/><\/span><\/div><div><span style=\"background-color: var(--solid-white);\"><b>T\u0131p sekt\u00f6r\u00fcnde yapay zeka<\/b>, tarama okumay\u0131 h\u0131zland\u0131rarak ve veri giri\u015fini otomatikle\u015ftirerek insan uzmanlar\u0131n \u00fcretkenli\u011fini art\u0131rabilir. Yapay zeka, sa\u011fl\u0131k \u00e7al\u0131\u015fanlar\u0131n\u0131n bu t\u00fcr zaman al\u0131c\u0131 g\u00f6revleri ortadan kald\u0131rarak hastalarla ba\u011flant\u0131 kurmaya daha fazla zaman ay\u0131rmalar\u0131n\u0131 sa\u011flar. \u00c7o\u011fu hasta bak\u0131c\u0131, bu t\u00fcr bire bir temas\u0131n kulland\u0131klar\u0131 en \u00f6nemli te\u015fhis arac\u0131 oldu\u011funu s\u00f6yleyecektir.<br \/><\/span><\/div><div><span style=\"background-color: var(--solid-white);\">\u00a0<\/span><\/div><h3><span style=\"background-color: var(--solid-white);\">Yapay Zeka Hassas Ve K\u00fc\u00e7\u00fck Ayr\u0131nt\u0131lar\u0131 G\u00f6zden Ka\u00e7\u0131rmaz<\/span><\/h3><div><span style=\"background-color: var(--solid-white);\">\u00a0<\/span><\/div><div><span style=\"background-color: var(--solid-white);\">\u00a0<b>T\u0131bbi tan\u0131 i\u00e7in yapay zeka<\/b> insan g\u00f6z\u00fcn\u00fc yenebilece\u011finden, yapay zekan\u0131n t\u0131bbi tan\u0131daki rol\u00fcn\u00fc g\u00f6z ard\u0131 edemezsiniz. \u0130nsan g\u00f6z\u00fcn\u00fcn aksine, yapay zeka tabanl\u0131 makine \u00f6\u011frenimi, kal\u0131plar\u0131 bulmak i\u00e7in binlerce g\u00f6r\u00fcnt\u00fcy\u00fc birka\u00e7 saniye i\u00e7inde inceleyip yorumlayabilir ve bu nedenle t\u0131bbi g\u00f6r\u00fcnt\u00fclemede giderek daha fazla yapay zeka kullanmal\u0131y\u0131z.<br \/><\/span><span style=\"background-color: var(--solid-white);\"><br \/><\/span><\/div><div><span style=\"background-color: var(--solid-white);\">A\u015f\u0131r\u0131 \u00e7al\u0131\u015fan radyologlar, y\u00fczlerce ba\u015fka g\u00f6r\u00fcnt\u00fcy\u00fc g\u00f6rd\u00fckten sonra bir g\u00f6r\u00fcnt\u00fcdeki her inceli\u011fi tespit edemedi\u011finden, bu sistem t\u0131bbi te\u015fhiste son derece yararl\u0131 olma potansiyeline sahiptir. T\u0131bbi te\u015fhis i\u00e7in yapay zeka, bir sorunu ortaya \u00e7\u0131karma olas\u0131l\u0131\u011f\u0131 en y\u00fcksek olan foto\u011fraflara \u00f6ncelik vererek bu gibi uygulamalarda profesyonelleri destekler.<br \/><\/span><span style=\"background-color: var(--solid-white);\"><br \/><\/span><\/div><p><span style=\"background-color: var(--solid-white);\"><b>Ger\u00e7ek Zamanl\u0131 Veri Sa\u011flamaya Yard\u0131mc\u0131 Olur<\/b><\/span><\/p><div><span style=\"background-color: var(--solid-white);\">Do\u011fru zamanda g\u00fcvenilir bilgi edinmek, t\u0131bbi bozukluklar\u0131n te\u015fhis ve tedavisinde hayati bir bile\u015fendir ve bu, <b>hastal\u0131\u011f\u0131 te\u015fhis etmek i\u00e7in yapay zeka<\/b> kullan\u0131larak ba\u015far\u0131labilir. Doktorlar, di\u011fer t\u0131p uzmanlar\u0131yla birlikte, ger\u00e7ek zamanl\u0131 ve kesin verilerden yararlanarak \u00f6nemli klinik karar alma s\u00fcre\u00e7lerini h\u0131zland\u0131rmak ve optimize etmek i\u00e7in t\u0131p alan\u0131nda yapay zekay\u0131 kullanabilir. Daha h\u0131zl\u0131 ve do\u011fru sonu\u00e7lar daha iyi \u00f6nleyici tedbirlere, maliyet tasarrufuna ve hastan\u0131n bekleme s\u00fcresinde azalmaya yol a\u00e7abilir.<\/span><\/div><div><span style=\"background-color: var(--solid-white);\">\u00a0<\/span><\/div><p>Ger\u00e7ek zamanl\u0131 analitik, doktor-hasta etkile\u015fimlerinin iyile\u015ftirilmesine yard\u0131mc\u0131 olabilir. \u00d6nemli hasta verilerinin mobil cihazlar arac\u0131l\u0131\u011f\u0131yla eri\u015filebilir hale getirilmesi, hastalar\u0131n tedavilerine kat\u0131lmalar\u0131na yard\u0131mc\u0131 olabilir. Doktorlar ve hem\u015fireler, mobil uyar\u0131lar arac\u0131l\u0131\u011f\u0131yla hasta durumlar\u0131ndaki kritik de\u011fi\u015fikliklerden ve krizlerden haberdar edilebilir.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6edc570 elementor-widget elementor-widget-spacer\" data-id=\"6edc570\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c0c2b5 elementor-widget elementor-widget-heading\" data-id=\"3c0c2b5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2 style=\"font-family: var(--h2-family); font-size: var(--h2-fsize); font-weight: var(--h2-fweight); font-style: normal; line-height: var(--h2-fheight, 1.25); letter-spacing: normal; text-transform: none; color: rgb(40, 40, 40); white-space-collapse: collapse;\">Klinik Karar Verme S\u00fcrecine Yard\u0131m\u0131<\/h2><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a76dbf2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a76dbf2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-65f67a7\" data-id=\"65f67a7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b1455ab elementor-widget elementor-widget-image\" data-id=\"b1455ab\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"681\" src=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/2-1024x681.png\" class=\"attachment-large size-large wp-image-4224\" alt=\"Yapay Zeka \u0130le D\u00fczen Sa\u011flama\" loading=\"lazy\" srcset=\"https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/2-1024x681.png 1024w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/2-300x200.png 300w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/2-768x511.png 768w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/2-330x220.png 330w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/2-420x280.png 420w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/2-615x410.png 615w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/2-860x572.png 860w, https:\/\/noveltybilisim.com.tr\/blog\/wp-content\/uploads\/2023\/08\/2.png 1500w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Yapay Zeka \u0130le D\u00fczen Sa\u011flama<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-535985c\" data-id=\"535985c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-1287e71 elementor-widget elementor-widget-spacer\" data-id=\"1287e71\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4ce25a3 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"4ce25a3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-weight: 400; font-style: normal;\">&nbsp;Bir doktorun i\u015fi \u00e7ok \u00e7e\u015fitli faaliyetler gerektirse de, en \u00f6nemlilerinden biri bozukluklar\u0131 ve hastal\u0131klar\u0131 te\u015fhis etmek ve hastalar i\u00e7in tedavi planlar\u0131 geli\u015ftirmektir. Ancak s\u0131radan bir klinisyen i\u00e7in bu, \u00e7o\u011fu zaman titiz bir ara\u015ft\u0131rma ve belki de var olmayan sorunlara \u00f6zenli \u00e7\u00f6z\u00fcmler aramay\u0131 gerektiren zor, zaman al\u0131c\u0131 ve hatta stresli bir s\u00fcre\u00e7 olabilir.&nbsp;<\/div>\n<div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-weight: 400; font-style: normal;\">&nbsp;<\/div>\n<div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-style: normal;\"><b>Yapay zekan\u0131n t\u0131p end\u00fcstrisine dahil edilmesi<\/b>, her hastan\u0131n bireysel ihtiya\u00e7lar\u0131na uygun \u00e7\u00f6z\u00fcmler sunarken \u00e7ok say\u0131da zor, zaman al\u0131c\u0131 ve zahmetli s\u00fcreci basitle\u015ftirerek tedavi ve te\u015fhis planlamas\u0131na yard\u0131mc\u0131 olabilir. <b>Hastal\u0131\u011f\u0131 te\u015fhis etmek i\u00e7in yapay zekay\u0131 kullanmak<\/b>, daha ba\u015far\u0131l\u0131 ve geli\u015fmi\u015f tedaviler sa\u011flayarak tedavi s\u00fcrecini h\u0131zland\u0131r\u0131r.<\/div>\n<div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-weight: 400; font-style: normal;\">&nbsp;<\/div>\n<h3 style=\"font-family: var(--h3-family); font-size: var(--h3-fsize); font-weight: var(--h3-fweight); font-style: normal; line-height: var(--h3-fheight, 1.3); letter-spacing: normal; text-transform: none; color: #282828;\">Te\u015fhis S\u00fcrecini \u0130yile\u015ftirir<\/h3>\n<div>&nbsp;<\/div>\n<div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-style: normal;\">\n<p><b>Yapay zekan\u0131n t\u0131p alan\u0131ndaki avantajlar\u0131ndan<\/b> biri de te\u015fhis verimlili\u011finin art\u0131r\u0131lmas\u0131d\u0131r. Sa\u011fl\u0131k hizmeti ortamlar\u0131ndaki manuel hatalar, t\u0131bbi ge\u00e7mi\u015fin olmamas\u0131 ve a\u011f\u0131r bir vaka y\u00fck\u00fc nedeniyle artabilir. \u0130nsanlarla kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda, yapay zeka sistemleri hastal\u0131klar\u0131 klinisyenlerden daha h\u0131zl\u0131 ve daha az hata riski ile tahmin ve te\u015fhis edebilir. Bu, sa\u011flam veri kalitesi varsa do\u011fru olabilir.<\/p>\n<p><b>\u0130\u015fletme Maliyetlerini Azalt\u0131r<\/b><\/p><p><span style=\"font-size: 16px; font-style: normal; font-weight: 400; color: var(--body-fcolor); letter-spacing: var(--body-fspace); text-transform: var(--body-transform); font-family: Roboto, sans-serif; background-color: var(--solid-white);\">T\u0131bbi te\u015fhiste yapay zeka kullanmak, ayn\u0131 \u015feyi ba\u015flang\u0131\u00e7 maliyetinin \u00e7ok alt\u0131nda bir maliyetle yapmaya yard\u0131mc\u0131 olabilir. \u00d6rne\u011fin, <\/span><span style=\"font-size: 16px; color: var(--body-fcolor); letter-spacing: var(--body-fspace); text-transform: var(--body-transform); background-color: var(--solid-white);\"><b>yapay zekan\u0131n hastal\u0131k g\u00f6stergeleri<\/b><\/span><span style=\"font-size: 16px; font-style: normal; color: var(--body-fcolor); letter-spacing: var(--body-fspace); text-transform: var(--body-transform); font-family: Roboto, sans-serif; background-color: var(--solid-white);\"><b> <\/b>i\u00e7in milyonlarca foto\u011fraf aras\u0131nda arama yapabildi\u011fini varsayal\u0131m. Zaman alan fiziksel i\u015f g\u00fcc\u00fc ihtiyac\u0131n\u0131 ortadan kald\u0131r\u0131r. Hastalar daha h\u0131zl\u0131 ve etkili bir \u015fekilde tedavi edilir, bu da kabulleri, uzun bekleme s\u00fcrelerini ve yatak talebini azalt\u0131r.<\/span><\/p><\/div>\n<div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-style: normal;\">&nbsp;<\/div>\n<div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-style: normal;\"><b>Daha G\u00fcvenli Ameliyatlara Katk\u0131da Bulunur<\/b><br><br><\/div>\n<div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-style: normal;\">\n<p>Yapay zeka, verimli ve t\u00fcr\u00fcn\u00fcn tek \u00f6rne\u011fi cerrahi destek sa\u011flayarak sa\u011fl\u0131k robotlar\u0131nda kendine yer buluyor. Cerrahlar, normalde a\u00e7\u0131k ameliyat gerektirebilecek k\u00fc\u00e7\u00fck yerlerde ameliyat yapmak i\u00e7in geli\u015fmi\u015f el becerisi kazan\u0131yor. Robotlar hassas organ ve dokularda daha hassas davranarak daha az kan kayb\u0131, kontaminasyon riski ve ameliyat sonras\u0131 a\u011fr\u0131ya neden olabilir. <b>Robotik cerrahi<\/b> ge\u00e7iren hastalar, gerekli olan daha k\u00fc\u00e7\u00fck kesiler nedeniyle daha az yara izi ve h\u0131zl\u0131 iyile\u015fme bildirmektedir.<\/p>\n<p><\/p>\n<\/div>\n<div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-style: normal;\">\n<p><b style=\"font-family: inherit; font-style: inherit; background-color: var(--solid-white); color: var(--body-fcolor); letter-spacing: var(--body-fspace); text-transform: var(--body-transform);\"><span style=\"font-family: sans-serif; font-weight: bold; font-style: normal; background-image: initial; background-position: initial; background-size: initial; background-repeat: initial; background-attachment: initial; background-origin: initial; background-clip: initial;\">Daha \u0130yi Ve Geli\u015fmi\u015f Hasta Bak\u0131m\u0131<\/span><\/b><\/p><p><span style=\"font-size: 16px; background-color: var(--solid-white); color: var(--body-fcolor); letter-spacing: var(--body-fspace); text-transform: var(--body-transform);\">Sa\u011fl\u0131k tesisleri s\u0131kl\u0131kla a\u015f\u0131r\u0131 kalabal\u0131k ve da\u011f\u0131n\u0131kt\u0131r, bu da hayal k\u0131r\u0131kl\u0131\u011f\u0131 yaratan bir hasta deneyimine neden olur. Yak\u0131n zamanda yap\u0131lan bir ara\u015ft\u0131rmaya g\u00f6re, hastalar\u0131n %83&#8217;\u00fc i\u00e7in hasta deneyiminin en k\u00f6t\u00fc unsuru zay\u0131f ileti\u015fimdir. Verileri taramak, raporlar\u0131 toplamak ve hastalara nereye gitmeleri ve kimi ziyaret etmeleri gerekti\u011fini h\u0131zl\u0131 bir \u015fekilde s\u00f6ylemek i\u00e7in yapay zekay\u0131 kullanmak, sa\u011fl\u0131k hizmeti durumlar\u0131ndaki normal kaosu \u00f6nlemeye yard\u0131mc\u0131 olabilir. <\/span><b style=\"font-family: inherit; font-style: inherit; background-color: var(--solid-white); color: var(--body-fcolor); letter-spacing: var(--body-fspace); text-transform: var(--body-transform);\">Hastalar i\u00e7in yapay zek<\/b><span style=\"font-size: 16px; background-color: var(--solid-white); color: var(--body-fcolor); letter-spacing: var(--body-fspace); text-transform: var(--body-transform);\">a teknolojisi rakipsiz bir avantaj daha sunuyor: haftan\u0131n yedi g\u00fcn\u00fc, g\u00fcn\u00fcn 24 saati kullan\u0131labilir.<\/span><\/p><\/div>\n<div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-style: normal;\"><b><br><\/b><\/div><div style=\"font-family: Roboto, sans-serif; font-size: 16px; font-style: normal;\"><b>Sorunsuz Bilgi Al\u0131\u015fveri\u015fi,<\/b><br><span style=\"background-color: var(--solid-white); color: var(--body-fcolor); font-family: Roboto, sans-serif; font-size: 16px; font-style: normal; letter-spacing: var(--body-fspace); text-transform: var(--body-transform); font-weight: 400;\"><br><\/span><span style=\"font-weight: 400; background-color: var(--solid-white); color: var(--body-fcolor); font-family: Roboto, sans-serif; font-size: 16px; font-style: normal; letter-spacing: var(--body-fspace); text-transform: var(--body-transform);\">T\u0131bbi te\u015fhiste YZ&#8217;nin bahsedilmesi gereken bir di\u011fer avantaj\u0131 da bilgilerin payla\u015f\u0131lma kolayl\u0131\u011f\u0131d\u0131r. YZ, kesin hasta verilerini geleneksel bak\u0131mdan daha etkili bir \u015fekilde takip edebilir ve doktorlara tedavilere konsantre olmalar\u0131 i\u00e7in ek zaman sa\u011flar. Algoritmalar\u0131n b\u00fcy\u00fck miktarda veriyi h\u0131zl\u0131 bir \u015fekilde de\u011ferlendirme yetene\u011fi, <\/span><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-02a0e7f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"02a0e7f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f4b29eb\" data-id=\"f4b29eb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-047685b elementor-widget elementor-widget-spacer\" data-id=\"047685b\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-960d513 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"960d513\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-178b5e6\" data-id=\"178b5e6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8f15bc5 elementor-widget elementor-widget-spacer\" data-id=\"8f15bc5\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>T\u0131bbi bak\u0131m alan\u0131nda yapay zeka, sa\u011fl\u0131k yaz\u0131l\u0131m\u0131 geli\u015ftirme hizmetlerinin yan\u0131 s\u0131ra \u00f6zellikle te\u015fhis ve tedavi y\u00f6netiminde ilgi g\u00f6rmektedir.<\/p>\n","protected":false},"author":1,"featured_media":4154,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[121,104],"tags":[199,208,153,156,207,154],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.1 - 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