{"id":1005901,"date":"2026-04-21T13:58:29","date_gmt":"2026-04-21T10:58:29","guid":{"rendered":"https:\/\/iutt.edu.ye\/?p=1005901"},"modified":"2026-04-21T13:58:36","modified_gmt":"2026-04-21T10:58:36","slug":"iutt-ai-fetal-brain-anomalies-classification-project","status":"publish","type":"post","link":"https:\/\/iutt.edu.ye\/ar\/iutt-ai-fetal-brain-anomalies-classification-project\/","title":{"rendered":"\u0646\u0645\u0648\u0630\u062c \"ConvDAB-Net\".. \u0645\u0634\u0631\u0648\u0639 \u0646\u0648\u0639\u064a \u0628\u062c\u0627\u0645\u0639\u0629 \u062a\u0648\u0646\u062a\u0643 \u0644\u062a\u0635\u0646\u064a\u0641 \u062a\u0634\u0648\u0647\u0627\u062a \u062f\u0645\u0627\u063a \u0627\u0644\u062c\u0646\u064a\u0646 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a"},"content":{"rendered":"

\u0641\u064a \u0625\u0637\u0627\u0631 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0645\u0646\u0627\u0642\u0634\u0627\u062a \u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u062e\u0631\u062c \u0644\u0637\u0644\u0628\u0629 \u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0639\u0644\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u0639\u0627\u0645 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a 2025\u20132026\u0645\u060c \u0627\u0633\u062a\u0639\u0631\u0636\u062a \u062c\u0627\u0645\u0639\u0629 \u062a\u0648\u0646\u062a\u0643 \u0627\u0644\u062f\u0648\u0644\u064a\u0629 \u0644\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627 \u2013 \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0627\u0633\u0648\u0628 \u0648\u062a\u0642\u0646\u064a\u0629 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0645\u0634\u0631\u0648\u0639\u064b\u0627 \u0628\u062d\u062b\u064a\u064b\u0627 \u0645\u062a\u0645\u064a\u0632\u064b\u0627 \u0628\u0639\u0646\u0648\u0627\u0646:
\nA Hybrid Framework for High Precision Classification of Fetal Brain Anomalies in Ultrasound Imaging<\/p>\n

\u0648\u064a\u0647\u062f\u0641 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0625\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0648\u0630\u062c \u0630\u0643\u064a \u0645\u062a\u0642\u062f\u0645 \u0644\u062a\u0635\u0646\u064a\u0641 \u062a\u0634\u0648\u0647\u0627\u062a \u062f\u0645\u0627\u063a \u0627\u0644\u062c\u0646\u064a\u0646 \u0628\u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0635\u0648\u0631 \u0627\u0644\u0623\u0634\u0639\u0629 \u0627\u0644\u0635\u0648\u062a\u064a\u0629. \u0648\u0627\u0639\u062a\u0645\u062f \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0639\u0644\u0649 \u0628\u0646\u0627\u0621 \u0646\u0645\u0648\u0630\u062c \u0647\u062c\u064a\u0646 \u0628\u0627\u0633\u0645 ConvDAB-Net \u0645\u0646 \u062e\u0644\u0627\u0644 \u062f\u0645\u062c \u0628\u0646\u064a\u0629 ConvNeXt \u0645\u0639 \u0622\u0644\u064a\u0627\u062a \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647 (Channel & Spatial Attention)\u060c \u0645\u0645\u0627 \u0639\u0632\u0632 \u0642\u062f\u0631\u0629 \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0639\u0644\u0649 \u0627\u0644\u062a\u0645\u064a\u064a\u0632 \u0628\u064a\u0646 \u0627\u0644\u062d\u0627\u0644\u0627\u062a \u0627\u0644\u0645\u0631\u0636\u064a\u0629 \u0628\u062f\u0642\u0629 \u062a\u062c\u0627\u0648\u0632\u062a 98%.<\/p>\n

\u0643\u0645\u0627 \u062a\u0645\u064a\u0632 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0642\u0646\u064a\u0629 Grad-CAM \u0644\u062a\u0641\u0633\u064a\u0631 \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0625\u0628\u0631\u0627\u0632 \u0627\u0644\u0645\u0646\u0627\u0637\u0642 \u0627\u0644\u0645\u0624\u062b\u0631\u0629 \u0641\u064a \u0627\u0644\u0635\u0648\u0631\u060c \u0645\u0645\u0627 \u064a\u062f\u0639\u0645 \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0627\u0644\u062b\u0642\u0629 \u0641\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0643\u0623\u062f\u0627\u0629 \u0645\u0633\u0627\u0646\u062f\u0629 \u0641\u064a \u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0637\u0628\u064a \u0627\u0644\u062f\u0642\u064a\u0642.<\/p>\n

\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u0634\u0631\u0648\u0639: \u062c\u0648\u0647\u0631\u0647 \u0639\u0628\u062f\u0627\u0644\u0633\u0644\u0627\u0645.
\n\u0625\u0634\u0631\u0627\u0641: \u062f. \u0623\u0645\u064a\u0646 \u0634\u0627\u064a\u0639\u060c \u0623. \u0645\u062d\u0645\u062f \u0627\u0644\u0642\u0645\u0627\u0633\u064a.<\/p>\n

\u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629:
\n\u062f. \u062d\u0645\u0632\u0629 \u062c\u0627\u0645\u0644\u060c \u062f. \u0623\u064a\u0645\u0646 \u0627\u0644\u0635\u0628\u0631\u064a\u060c \u0623.\u062f. \u0641\u0636\u0644 \u0628\u0627\u0639\u0644\u0648\u064a\u060c \u062f. \u062c\u0645\u064a\u0644 \u062d\u0645\u0632\u0629.
\n\u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629:
\n\u0623.\u062f. \u0623\u062d\u0645\u062f \u0633\u0644\u0637\u0627\u0646 \u0627\u0644\u0647\u062c\u0627\u0645\u064a\u060c \u0623.\u0645.\u062f. \u0645\u0627\u0644\u0643 \u0627\u0644\u062c\u0628\u0631\u064a.<\/p>\n","protected":false},"excerpt":{"rendered":"

\u0645\u0634\u0631\u0648\u0639 “ConvDAB-Net” \u0628\u062c\u0627\u0645\u0639\u0629 \u062a\u0648\u0646\u062a\u0643 \u064a\u062d\u0642\u0642 \u062f\u0642\u0629 98% \u0641\u064a \u062a\u0635\u0646\u064a\u0641 \u062a\u0634\u0648\u0647\u0627\u062a \u062f\u0645\u0627\u063a \u0627\u0644\u062c\u0646\u064a\u0646\u060c \u0645\u0648\u0638\u0641\u0627\u064b \u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0647\u062c\u064a\u0646\u0629 \u0644\u062f\u0639\u0645 \u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0637\u0628\u064a \u0627\u0644\u0645\u0628\u0643\u0631.<\/p>\n","protected":false},"author":6,"featured_media":1005908,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_analytify_skip_tracking":false,"footnotes":""},"categories":[151],"tags":[],"faculty":[48],"department":[57],"program":[64],"news_category":[],"news_scope":[],"class_list":["post-1005901","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-seminars-and-discussions","faculty-https-lib-iutt-edu-ye-wordpress-iutt-computer-science-and-information-technology","department-computer-science-department","program-https-lib-iutt-edu-ye-wordpress-computer-science-and-information-technology-artificial-intelligence-and-data-science-department-artificial-intelligence-and-data-science"],"acf":[],"yoast_head":"\n\u0646\u0645\u0648\u0630\u062c "ConvDAB-Net".. \u0645\u0634\u0631\u0648\u0639 \u0646\u0648\u0639\u064a 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