{"id":1508,"date":"2021-07-27T10:31:12","date_gmt":"2021-07-27T08:31:12","guid":{"rendered":"https:\/\/okulistyka21.pl\/?page_id=1508"},"modified":"2021-07-27T16:01:50","modified_gmt":"2021-07-27T14:01:50","slug":"sztuczna-inteligencja-w-okulistyce","status":"publish","type":"page","link":"https:\/\/okulistyka21.pl\/en\/edukacja\/sztuczna-inteligencja-w-okulistyce\/","title":{"rendered":"Artificial intelligence in ophthalmology"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"1508\" class=\"elementor elementor-1508\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b295213 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b295213\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-b261d4d\" data-id=\"b261d4d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-74c4fae elementor-widget elementor-widget-heading\" data-id=\"74c4fae\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Artificial intelligence in ophthalmology<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2872f7d elementor-icon-list--layout-inline elementor-align-center elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"2872f7d\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t<a href=\"https:\/\/okulistyka21.pl\/en\">\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-home\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Homepage<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-chevron-right\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Artificial intelligence in ophthalmology<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\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-c158e2f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c158e2f\" data-element_type=\"section\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-38d8ba6\" data-id=\"38d8ba6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4b3b316 elementor-widget elementor-widget-text-editor\" data-id=\"4b3b316\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t\t<p>From October 2019, we are running the Diabetic Retinopathy Prevention Programme using artificial intelligence in the Wielkopolska region. This is the largest project of its kind in Europe.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\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-c8e42f6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c8e42f6\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f3406ab\" data-id=\"f3406ab\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-73bc4c9 elementor-widget elementor-widget-heading\" data-id=\"73bc4c9\" 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\">Articles on artificial intelligence <\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dfa03cb elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"dfa03cb\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\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-aca7aa0 elementor-widget elementor-widget-text-editor\" data-id=\"aca7aa0\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t\t<p>Grzybowski A., Brona P.<a href=\"https:\/\/okulistyka21.pl\/wp-content\/uploads\/2021\/07\/A-pilot-study-ofautonomous-arti\ufb01cialintelligence-based-diabeticretinopathy-screening-in-Poland.pdf\" target=\"_blank\" rel=\"noopener\"> <b>A pilot study of autonomous artificial intelligence-based diabetic retinopathy screening in Poland<\/b>.<\/a> Acta Ophthalmologica 2019 doi: 10.1111\/aos.14132<\/p><p>Grzybowski A., Brona P., Lim G., Ruamviboonsuk P., Tan G.S.W., Abramoff M., Ting D.S.W. <a href=\"https:\/\/okulistyka21.pl\/wp-content\/uploads\/2021\/07\/Artificial-intelligence-for-diabteic-retinopathy-screening-a-review.pdf\" target=\"_blank\" rel=\"noopener\"><b>Artificial intelligence for diabetic retinopathy screening: a review<\/b><\/a>. Eye 2019 doi: 10.1038\/s41433-019-0566-0<\/p><p>Yip M., Lim G., Lim Z.W., Nguyen Q., Chong C.C.Y., Yu M., Bellemo V., Xie Y., Lee X.Q., Hamzah H., Ho J., Tan T., Sabanayagam Ch., Grzybowski A., Tan G.S.W., Hsu W., Lee M.L. Wong T.Y., Ting D.S.W.. <a href=\"https:\/\/okulistyka21.pl\/wp-content\/uploads\/2021\/07\/Technical-and-imaging-factors-influencing-performance-of-deep-learning-systems-for-diabetic-retinopathy.pdf\" target=\"_blank\" rel=\"noopener\"><b>Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy<\/b><\/a>. npj Digital Medicine 2020 doi: 10.1038\/s41746-020-0247-1<\/p><p><a name=\"Bookmark\"><\/a>Wanichwecharungruang B.; Kaothanthong N., Pattanapongpaiboon W.; Chantangphol P.; Seresirikachorn K.; Srisuwanporn Ch.; Parivisutt N.; Grzybowski A.; Theeramunkong T.; Ruamviboonsuk P. <a href=\"https:\/\/okulistyka21.pl\/wp-content\/uploads\/2021\/07\/Deep-Learning-for-Anterior-Segment-Optical-Coherence-Tomography-to-Predict-the-Presence-of-Plateau-Iris.pdf\" target=\"_blank\" rel=\"noopener\"><b>Deep Learning for Anterior Segment Optical Coherence Tomography to Predict the Presence of Plateau Iris<\/b><\/a>. Translational Vision Science &amp; Technology January 2021 doi: 10.1167\/tvst.10.1.7<\/p><p>Grzybowski A, Brona P. <a href=\"https:\/\/okulistyka21.pl\/wp-content\/uploads\/2021\/07\/Analysis-and-Comparison-of-Two-Artificial-Intelligence-Diabetic-Retinopathy-Screening-Algorithms-in-a-Pilot-Study-IDx-DR-and-Retinalyze.pdf\" target=\"_blank\" rel=\"noopener\"><b>Analysis and Comparison of Two Artificial Intelligence Diabetic Retinopathy Screening Algorithms in a Pilot Study: IDx-DR and Retinalyze<\/b><\/a>. J Clin Med. 2021 May 27;10(11):2352, <a href=\"https:\/\/doi.org\/10.3390\/jcm10112352\">https:\/\/doi.org\/10.3390\/jcm10112352<\/a><\/p><p>Pieczy\u0144ski J. Kuklo P. Grzybowski A. <a href=\"https:\/\/okulistyka21.pl\/wp-content\/uploads\/2021\/07\/The-Role-of-Telemedicine-In-Home-Testing-and-Artificial-Intelligence-to-Alleviate-an-Increasingly-Burdened-Healthcare-System-Diabetic-Retinopathy.pdf\" target=\"_blank\" rel=\"noopener\"><b>The Role of Telemedicine, In-Home Testing and Artificial Intelligence to Alleviate an Increasingly Burdened Healthcare System: Diabetic Retinopathy<\/b>.<\/a> Ophthalmology Therapy 2021, doi: 10.1007\/s40123-021-00353-2<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\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-b25b394 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b25b394\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7e3bab0\" data-id=\"7e3bab0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-81a16c9 elementor-widget elementor-widget-image\" data-id=\"81a16c9\" 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<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/okulistyka21.pl\/wp-content\/uploads\/2021\/07\/Artificial.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Artificial\">\n\t\t\t\t\t\t\t<img width=\"153\" height=\"217\" src=\"https:\/\/okulistyka21.pl\/wp-content\/uploads\/2021\/07\/Artificial.jpg\" class=\"attachment-large size-large\" alt=\"\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\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-top-column elementor-element elementor-element-2e4457a\" data-id=\"2e4457a\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-016f615 elementor-widget elementor-widget-heading\" data-id=\"016f615\" 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\">Artificial Intelligence in Ophthalmology<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c0f3b5d elementor-widget elementor-widget-text-editor\" data-id=\"c0f3b5d\" 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\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t\t<p>The book provides a comprehensive overview of artificial intelligence (AI), machine learning (ML) and deep learning (DL) algorithms in ophthalmology. It presents applications of AI in age-related macular degeneration, glaucoma, retinopathy of prematurity and diabetic retinopathy screening. Ophthalmologists, optometrists, neurologists, cardiologists, internists, artificial intelligence engineers and computer scientists interested in how artificial intelligence can help in the early diagnosis and treatment monitoring of ophthalmic patients may find this book an indispensable guide to the evolving field of healthcare technology.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae1544d elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"ae1544d\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a href=\"https:\/\/www.springer.com\/gp\/book\/9783030786007\" target=\"_blank\" class=\"elementor-button-link elementor-button elementor-size-md\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Read more...<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Strona g\u0142\u00f3wna Od pa\u017adziernika 2019 roku na terenie wojew\u00f3dztwa wielkopolskiego prowadzimy Program profilaktyki retinopatii cukrzycowej z wykorzystaniem sztucznej inteligencji. Jest to najwi\u0119kszy tego typu projekt w Europie. Artyku\u0142y dotycz\u0105ce sztucznej inteligencji Grzybowski A., Brona P. A pilot study of autonomous artificial intelligence-based diabetic retinopathy screening in Poland. Acta Ophthalmologica 2019 doi: 10.1111\/aos.14132 Grzybowski A., Brona [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"parent":269,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":[],"_links":{"self":[{"href":"https:\/\/okulistyka21.pl\/en\/wp-json\/wp\/v2\/pages\/1508"}],"collection":[{"href":"https:\/\/okulistyka21.pl\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/okulistyka21.pl\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/okulistyka21.pl\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/okulistyka21.pl\/en\/wp-json\/wp\/v2\/comments?post=1508"}],"version-history":[{"count":16,"href":"https:\/\/okulistyka21.pl\/en\/wp-json\/wp\/v2\/pages\/1508\/revisions"}],"predecessor-version":[{"id":1586,"href":"https:\/\/okulistyka21.pl\/en\/wp-json\/wp\/v2\/pages\/1508\/revisions\/1586"}],"up":[{"embeddable":true,"href":"https:\/\/okulistyka21.pl\/en\/wp-json\/wp\/v2\/pages\/269"}],"wp:attachment":[{"href":"https:\/\/okulistyka21.pl\/en\/wp-json\/wp\/v2\/media?parent=1508"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}