{"id":21957,"date":"2024-09-04T23:18:03","date_gmt":"2024-09-04T20:18:03","guid":{"rendered":"https:\/\/cm.qu.edu.iq\/?p=21957"},"modified":"2024-09-04T23:18:09","modified_gmt":"2024-09-04T20:18:09","slug":"%d8%b1%d8%b3%d8%a7%d9%84%d8%a9-%d9%85%d8%a7%d8%ac%d8%b3%d8%aa%d9%8a%d8%b1-%d9%81%d9%8a-%d8%ac%d8%a7%d9%85%d8%b9%d8%a9-%d8%a7%d9%84%d9%82%d8%a7%d8%af%d8%b3%d9%8a%d8%a9-%d9%83%d9%84%d9%8a%d8%a9-%d8%b9","status":"publish","type":"post","link":"https:\/\/cm.qu.edu.iq\/?p=21957","title":{"rendered":"\u0631\u0633\u0627\u0644\u0629 \u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0627\u0644\u0642\u0627\u062f\u0633\u064a\u0629\/ \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u062a\u0646\u0627\u0648\u0644 \u062a\u0634\u062e\u064a\u0635 \u0623\u0645\u0631\u0627\u0636 \u0634\u0628\u0643\u064a\u0629 \u0627\u0644\u0639\u064a\u0646 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0625\u0635\u0637\u0646\u0627\u0639\u064a"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u062a\u0645\u062a \u0645\u0646\u0627\u0642\u0634\u0629 \u0637\u0627\u0644\u0628 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0634\u0628\u0644\u064a \u062d\u0645\u064a\u062f \u0634\u0628\u0644\u064a \u0639\u0646 \u0631\u0633\u0627\u0644\u062a\u0647 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 (\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u064a \u0627\u0644\u0645\u062d\u0633\u0651\u0646 \u0644\u062a\u0634\u062e\u064a\u0635 \u0623\u0645\u0631\u0627\u0636 \u0634\u0628\u0643\u064a\u0629 \u0627\u0644\u0639\u064a\u0646 \u0628\u0627\u0644\u0625\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642) \u0648\u0627\u0644\u0645\u0642\u062f\u0645\u0629 \u0625\u0644\u0649 \u0645\u062c\u0644\u0633 \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a\u060c \u0641\u064a \u0635\u0628\u0627\u062d \u064a\u0648\u0645 \u0627\u0644\u062b\u0644\u0627\u062b\u0627\u0621 \u0627\u0644\u0645\u0648\u0627\u0641\u0642 \u0662\u0660\u0662\u0664\/\u0669\/\u0663\u0645\u060c \u0641\u064a \u0642\u0627\u0639\u0629 \u0627\u0644\u062f\u0643\u062a\u0648\u0631 \u0645\u062d\u0645\u062f \u0639\u0628\u0627\u0633 \u0627\u0644\u062c\u0628\u0648\u0631\u064a.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u062a\u0623\u0644\u0641\u062a \u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0645\u0646 \u0627\u0644\u0623\u0633\u0627\u062a\u0630\u0629:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0623.\u062f \u0645\u062d\u0645\u062f \u062d\u0633\u0646 \u0639\u0628\u062f \u0627\u0644\u0623\u0645\u064a\u0631 \u2026 \u0631\u0626\u064a\u0633\u0627.<\/li>\n\n\n\n<li>\u0623.\u0645.\u062f \u0642\u0635\u064a \u0639\u0645\u0631\u0627\u0646 \u0645\u0648\u0633\u0649 \u2026 \u0639\u0636\u0648\u0627.<\/li>\n\n\n\n<li>\u0623.\u0645.\u062f \u0644\u0645\u0649 \u0635\u0644\u0627\u0644 \u062d\u0633\u0646 \u2026 \u0639\u0636\u0648\u0627.<\/li>\n\n\n\n<li>\u0623.\u0645.\u062f \u0639\u0644\u064a \u0645\u062d\u0633\u0646 \u0645\u062d\u0645\u062f \u2026 \u0639\u0636\u0648\u0627 \u0648\u0645\u0634\u0631\u0641\u0627.<br>\u0644\u0642\u062f \u0627\u0642\u062a\u0631\u062d\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0623\u0646\u0645\u0648\u0630\u062c\u0627 \u062a\u062c\u0645\u064a\u0639\u064a\u0627 \u062c\u062f\u064a\u062f\u0627 \u0644\u062a\u0634\u062e\u064a\u0635 \u0623\u0645\u0631\u0627\u0636 \u0634\u0628\u0643\u064a\u0629 \u0627\u0644\u0639\u064a\u0646 \u0641\u064a \u0635\u0648\u0631 OCT\u060c \u0648\u064a\u062a\u0643\u0648\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u064a \u0627\u0644\u0645\u0642\u062a\u0631\u062d \u0645\u0646 \u062b\u0644\u0627\u062b \u0646\u0645\u0627\u0630\u062c \u0641\u0631\u0639\u064a\u0629 (Custom-model, MobileNet, Xception) \u0648\u0627\u0644\u0630\u064a \u064a\u062e\u0635\u0635 \u0643\u0644 \u0646\u0645\u0648\u0630\u062c \u0641\u064a \u0627\u0644\u0641\u0626\u0629 \u0627\u0644\u062a\u064a \u064a\u0635\u0646\u0641\u0647\u0627 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644 \u0645\u0639 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u0637\u0631\u064a\u0642\u0629 (Hard Voting) \u0648 \u0642\u0627\u0639\u062f\u0629 (Heist Probability)\u060c \u0648\u0642\u062f\u0645\u062a \u0647\u0630\u0647 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0622\u0644\u064a\u0629 \u062c\u062f\u064a\u062f\u0629 \u0641\u064a \u062a\u0635\u062d\u064a\u062d \u0623\u062e\u0637\u0627\u0621 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0648\u0646\u062a\u062c \u0639\u0646\u0647 \u0646\u0645\u0648\u0630\u062c \u0630\u0648 \u0643\u0641\u0627\u0621\u0629 \u0648\u062f\u0642\u0629 \u0639\u0627\u0644\u064a\u0629 \u0628\u0644\u063a\u062a (100%\u060c 100%\u060c \u0648 95.73%) \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a (Duke \u060cUCSD\u060c \u0648 OCTID) \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0644\u064a.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u0623\u062c\u064a\u0632\u062a \u0627\u0644\u0631\u0633\u0627\u0644\u0629 \u0628\u062a\u0642\u062f\u064a\u0631 \u0625\u0645\u062a\u064a\u0627\u0632\u2026 \u0645\u0628\u0627\u0631\u0643\u00a0\u0644\u0644\u0637\u0627\u0644\u0628\u00a0\u0648\u0644\u0645\u0634\u0631\u0641\u0647.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" data-id=\"21958\" src=\"https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.04_31dd0500-600x400.jpg\" alt=\"\" class=\"wp-image-21958\" srcset=\"https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.04_31dd0500-600x400.jpg 600w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.04_31dd0500-300x200.jpg 300w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.04_31dd0500-768x512.jpg 768w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.04_31dd0500.jpg 1280w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" data-id=\"21959\" src=\"https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.05_3a666ee1-600x400.jpg\" alt=\"\" class=\"wp-image-21959\" srcset=\"https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.05_3a666ee1-600x400.jpg 600w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.05_3a666ee1-300x200.jpg 300w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.05_3a666ee1-768x512.jpg 768w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.05_3a666ee1.jpg 1280w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"400\" data-id=\"21960\" src=\"https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.05_af95df38-600x400.jpg\" alt=\"\" class=\"wp-image-21960\" srcset=\"https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.05_af95df38-600x400.jpg 600w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.05_af95df38-300x200.jpg 300w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.05_af95df38-768x512.jpg 768w, https:\/\/cm.qu.edu.iq\/wp-content\/uploads\/sites\/44\/2024\/09\/WhatsApp-Image-2024-09-04-at-20.08.05_af95df38.jpg 1280w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u062a\u0645\u062a \u0645\u0646\u0627\u0642\u0634\u0629 \u0637\u0627\u0644\u0628 \u0627\u0644\u0645\u0627\u062c\u0633\u062a\u064a\u0631 \u0634\u0628\u0644\u064a \u062d\u0645\u064a\u062f \u0634\u0628\u0644\u064a \u0639\u0646 \u0631\u0633\u0627\u0644\u062a\u0647 \u0627\u0644\u0645\u0648\u0633\u0648\u0645\u0629 (\u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u062c\u0645\u064a\u0639\u064a \u0627\u0644\u0645\u062d\u0633\u0651\u0646 \u0644\u062a\u0634\u062e\u064a\u0635 \u0623\u0645\u0631\u0627\u0636 \u0634\u0628\u0643\u064a\u0629 \u0627\u0644\u0639\u064a\u0646 \u0628\u0627\u0644\u0625\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0627\u0644\u062a\u0639\u0644\u0645 &#8230; <a class=\"cz_readmore cz_readmore_no_icon\" href=\"https:\/\/cm.qu.edu.iq\/?p=21957\"><span>\u0627\u0642\u0631\u0623 \u0623\u0643\u062b\u0631<\/span><\/a><\/p>\n","protected":false},"author":72,"featured_media":21960,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-21957","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-5"],"_links":{"self":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/21957","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/users\/72"}],"replies":[{"embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=21957"}],"version-history":[{"count":1,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/21957\/revisions"}],"predecessor-version":[{"id":21961,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/posts\/21957\/revisions\/21961"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=\/wp\/v2\/media\/21960"}],"wp:attachment":[{"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=21957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=21957"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cm.qu.edu.iq\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=21957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}