{"id":1005777,"date":"2026-04-17T11:29:56","date_gmt":"2026-04-17T08:29:56","guid":{"rendered":"https:\/\/iutt.edu.ye\/?p=1005777"},"modified":"2026-04-18T13:21:03","modified_gmt":"2026-04-18T10:21:03","slug":"iutt-dermai-medical-ai-healthcare-project","status":"publish","type":"post","link":"https:\/\/iutt.edu.ye\/ar\/iutt-dermai-medical-ai-healthcare-project\/","title":{"rendered":"\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 \u062a\u0628\u0631\u0632 \u0645\u0634\u0631\u0648\u0639 DermAI \u0628\u0648\u0635\u0641\u0647 \u0625\u0646\u062c\u0627\u0632\u064b\u0627 \u0646\u0648\u0639\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0628\u064a \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629"},"content":{"rendered":"
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\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 \u062a\u0628\u0631\u0632 \u0645\u0634\u0631\u0648\u0639 DermAI \u0628\u0648\u0635\u0641\u0647 \u0625\u0646\u062c\u0627\u0632\u064b\u0627 \u0646\u0648\u0639\u064a\u064b\u0627 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0628\u064a \u0648\u0627\u0644\u0631\u0639\u0627\u064a\u0629 \u0627\u0644\u0635\u062d\u064a\u0629 \u0627\u0644\u0630\u0643\u064a\u0629<\/div>\n
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LLM-Based and Image-Powered Integrated Healthcare System for Dermatological Disease<\/div>\n
\u0648\u0630\u0644\u0643 \u0628\u0648\u0635\u0641\u0647 \u0623\u062d\u062f \u0627\u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u0631\u0627\u0626\u062f\u0629 \u0627\u0644\u062a\u064a \u062a\u062c\u0645\u0639 \u0628\u064a\u0646 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0628\u064a\u060c \u0648\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0648\u0631\u060c \u0648\u0627\u0644\u0646\u0645\u0627\u0630\u062c \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0643\u0628\u064a\u0631\u0629 \u0636\u0645\u0646 \u0645\u0646\u0635\u0629 \u0631\u0642\u0645\u064a\u0629 \u0645\u062a\u0643\u0627\u0645\u0644\u0629 \u062a\u062d\u0645\u0644 \u0627\u0633\u0645 DermAI.<\/div>\n
\u064a\u0642\u062f\u0651\u0645 DermAI \u0645\u0646\u0635\u0629 \u0637\u0628\u064a\u0629 \u0630\u0643\u064a\u0629 \u0645\u062a\u0642\u062f\u0645\u0629 \u0644\u062f\u0639\u0645 \u0627\u0644\u062a\u0634\u062e\u064a\u0635 \u0648\u0627\u0644\u0627\u0633\u062a\u0634\u0627\u0631\u0629 \u0648\u0627\u0644\u0645\u062a\u0627\u0628\u0639\u0629 \u0641\u064a \u0645\u062c\u0627\u0644 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0627\u0644\u062c\u0644\u062f\u064a\u0629\u060c \u0645\u0646 \u062e\u0644\u0627\u0644 \u0646\u0638\u0627\u0645 \u0645\u062a\u0639\u062f\u062f \u0627\u0644\u0648\u0643\u0644\u0627\u0621 (Multi-Agent AI System) \u064a\u0639\u0645\u0644 \u062f\u0627\u062e\u0644 \u0628\u064a\u0626\u0629 \u0637\u0628\u064a\u0629 \u0622\u0645\u0646\u0629. \u0648\u064a\u0636\u0645 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u062a\u0633\u0639\u0629 \u0648\u0643\u0644\u0627\u0621 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0645\u062a\u062e\u0635\u0635\u064a\u0646 \u064a\u062a\u0643\u0627\u0645\u0644\u0648\u0646 \u0644\u062a\u0642\u062f\u064a\u0645 \u062a\u062c\u0631\u0628\u0629 \u062a\u0634\u062e\u064a\u0635\u064a\u0629 \u062f\u0642\u064a\u0642\u0629 \u0648\u0645\u0646\u0638\u0645\u0629.<\/div>\n
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\u0648\u0644\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0645\u0648\u062b\u0648\u0642\u064a\u0629\u060c \u064a\u062f\u0639\u0645 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0622\u0644\u064a\u0629 \u0623\u0633\u0626\u0644\u0629 \u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u062f\u064a\u0646\u0627\u0645\u064a\u0643\u064a\u0629 \u0639\u0646\u062f \u062a\u0639\u062f\u062f \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u0627\u062a \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a\u0629\u060c \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u0646\u0638\u0627\u0645 RAG \u0637\u0628\u064a \u0645\u062a\u0643\u0627\u0645\u0644 \u0645\u0631\u062a\u0628\u0637 \u0628\u0627\u0644\u0633\u062c\u0644 \u0627\u0644\u0637\u0628\u064a \u0648\u0627\u0644\u062a\u0627\u0631\u064a\u062e \u0627\u0644\u0645\u0631\u0636\u064a\u060c \u0628\u0645\u0627 \u064a\u0636\u0645\u0646 \u0642\u0631\u0627\u0631\u0627\u062a \u0623\u0643\u062b\u0631 \u062f\u0642\u0629 \u0648\u0627\u062a\u0633\u0627\u0642\u064b\u0627. \u0643\u0645\u0627 \u064a\u0648\u0641\u0651\u0631 \u0645\u0646\u0635\u0629 \u0627\u0633\u062a\u0634\u0627\u0631\u0627\u062a \u0637\u0628\u064a\u0629 \u0645\u062f\u0641\u0648\u0639\u0629 \u062a\u0631\u0628\u0637 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0644\u0623\u0637\u0628\u0627\u0621\u060c \u0645\u062f\u0639\u0648\u0645\u0629 \u0628\u0645\u062d\u0641\u0638\u0629 \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a\u0629 \u0648\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0630\u0643\u064a\u0629 \u0644\u0627\u062e\u062a\u064a\u0627\u0631 \u0627\u0644\u0637\u0628\u064a\u0628 \u0627\u0644\u0623\u0646\u0633\u0628\u060c \u0645\u0639 \u0625\u0645\u0643\u0627\u0646\u064a\u0629 \u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u062d\u0627\u0644\u0629 \u0645\u0631\u0641\u0642\u0629 \u0628\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631.<\/div>\n
\u0648\u064a\u062a\u0645\u064a\u0651\u0632 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0623\u064a\u0636\u064b\u0627 \u0628\u062a\u0637\u0648\u064a\u0631 \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u062a\u0639\u0644\u0645 \u0645\u0639\u0632\u0632 \u062e\u0627\u0635\u0629 \u0628\u0639\u0646\u0648\u0627\u0646 ARLEF\u060c \u062a\u062a\u064a\u062d \u0644\u0644\u0646\u0638\u0627\u0645 \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0645\u0633\u062a\u0645\u0631 \u0645\u0646 \u0642\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0623\u0637\u0628\u0627\u0621 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u064a\u0646 \u0648\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0626\u0647 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a. \u0648\u0639\u0644\u0649 \u0635\u0639\u064a\u062f \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u0642\u0646\u064a\u0629\u060c \u0635\u064f\u0645\u0645\u062a \u0627\u0644\u0645\u0646\u0635\u0629 \u0648\u0641\u0642 \u0623\u0639\u0644\u0649 \u0645\u0639\u0627\u064a\u064a\u0631 \u0627\u0644\u0623\u0645\u0646 \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629\u060c \u0645\u0639 \u062a\u0634\u0641\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0635\u0648\u0631 \u0623\u062b\u0646\u0627\u0621 \u0627\u0644\u0646\u0642\u0644 \u0648\u0627\u0644\u062a\u062e\u0632\u064a\u0646\u060c \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 MinIO \u0644\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0622\u0645\u0646\u060c \u0648Elasticsearch \u0644\u0625\u062f\u0627\u0631\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0628\u062d\u062b \u062f\u0627\u062e\u0644 \u0627\u0644\u0633\u062c\u0644\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629.<\/div>\n
\u0643\u0645\u0627 \u064a\u0639\u0643\u0633 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0628\u0639\u062f\u064b\u0627 \u0628\u062d\u062b\u064a\u064b\u0627 \u0648\u0627\u0636\u062d\u064b\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0639\u062f\u0627\u062f \u062b\u0644\u0627\u062b\u0629 \u0623\u0628\u062d\u0627\u062b \u0639\u0644\u0645\u064a\u0629\u060c \u0625\u0644\u0649 \u062c\u0627\u0646\u0628 \u062a\u0637\u0648\u064a\u0631 \u0642\u0627\u0639\u062f\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u062e\u0627\u0635\u0629 (DermAI Dataset) \u0644\u062f\u0639\u0645 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644\u064a\u0629. \u0648\u062a\u062a\u0648\u0641\u0631 \u0627\u0644\u0645\u0646\u0635\u0629 \u0639\u0628\u0631 \u062a\u0637\u0628\u064a\u0642 \u0648\u064a\u0628 \u0648\u062a\u0637\u0628\u064a\u0642 \u0647\u0627\u062a\u0641\u060c \u0645\u0639 \u0628\u0646\u064a\u0629 \u0645\u0631\u0646\u0629 (Plug-in) \u062a\u0633\u0645\u062d \u0628\u0625\u0636\u0627\u0641\u0629 \u0646\u0645\u0627\u0630\u062c \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u062c\u062f\u064a\u062f\u0629\u060c \u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0642\u0627\u0628\u0644\u0629 \u0644\u0644\u062a\u0648\u0633\u0639 \u0648\u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0627\u0644\u0645\u0633\u062a\u0645\u0631.<\/div>\n
\u0648\u064a\u0645\u062b\u0644 DermAI \u0646\u0645\u0648\u0630\u062c\u064b\u0627 \u0645\u062a\u0642\u062f\u0645\u064b\u0627 \u0644\u0645\u0634\u0627\u0631\u064a\u0639 \u0627\u0644\u062a\u062e\u0631\u062c \u0627\u0644\u062a\u064a \u062a\u062a\u062c\u0627\u0648\u0632 \u0627\u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0623\u0643\u0627\u062f\u064a\u0645\u064a \u0625\u0644\u0649 \u062d\u0644\u0648\u0644 \u062a\u0637\u0628\u064a\u0642\u064a\u0629 \u062a\u062e\u062f\u0645 \u0627\u0644\u0642\u0637\u0627\u0639 \u0627\u0644\u0635\u062d\u064a\u060c \u0645\u0624\u0643\u062f\u0629\u064b \u0642\u062f\u0631\u0629 \u0637\u0644\u0628\u0629 \u0627\u0644\u062c\u0627\u0645\u0639\u0629 \u0639\u0644\u0649 \u062a\u0648\u0638\u064a\u0641 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0641\u064a \u062e\u062f\u0645\u0629 \u0627\u0644\u0625\u0646\u0633\u0627\u0646 \u0648\u062a\u062d\u0648\u064a\u0644 \u0627\u0644\u0623\u0641\u0643\u0627\u0631 \u0627\u0644\u0628\u062d\u062b\u064a\u0629 \u0625\u0644\u0649 \u0645\u0646\u062a\u062c\u0627\u062a \u062a\u0642\u0646\u064a\u0629 \u0630\u0627\u062a \u0642\u064a\u0645\u0629 \u062d\u0642\u064a\u0642\u064a\u0629.<\/div>\n
\u0627\u0633\u0645 \u0627\u0644\u062a\u0637\u0628\u064a\u0642:<\/div>\n
DermAI<\/div>\n
https:\/\/dermai.alaadin-alynaey.site<\/a><\/span>\u2060\ufffd<\/div>\n
\u0623\u0639\u0636\u0627\u0621 \u0627\u0644\u0645\u0634\u0631\u0648\u0639:<\/div>\n
\u0639\u0644\u0627\u0621 \u0627\u0644\u062f\u064a\u0646 \u0627\u0644\u064a\u0646\u0627\u0639\u064a<\/div>\n
\u0623\u064a\u0648\u0628 \u0627\u0644\u062d\u0637\u0627\u0645\u064a<\/div>\n
\u0637\u0627\u0631\u0642 \u0627\u0644\u0633\u0631\u064a\u062d\u064a<\/div>\n
\u064a\u0648\u0646\u0633 \u0627\u0644\u0642\u062d\u064a\u0632\u0629<\/div>\n
\u0625\u0634\u0631\u0627\u0641:<\/div>\n
\u0627\u0644\u062f\u0643\u062a\u0648\u0631 \/ \u0623\u0645\u064a\u0646 \u0634\u0627\u064a\u0639<\/div>\n
\u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0627\u0644\u062f\u0627\u062e\u0644\u064a\u0629:<\/div>\n
\u062f. \u062d\u0645\u0632\u0629 \u062c\u0627\u0645\u0644 \u2013 \u0639\u0645\u064a\u062f \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<\/div>\n
\u062f. \u0623\u064a\u0645\u0646 \u0627\u0644\u0635\u0628\u0631\u064a \u2013 \u0639\u0645\u064a\u062f \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0648\u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0639\u0644\u0645\u064a<\/div>\n
\u0623.\u062f. \u0641\u0636\u0644 \u0628\u0627\u0639\u0644\u0648\u064a \u2013 \u0639\u0645\u064a\u062f \u0645\u0631\u0643\u0632 \u0627\u0644\u062a\u0637\u0648\u064a\u0631 \u0648\u0636\u0645\u0627\u0646 \u0627\u0644\u062c\u0648\u062f\u0629<\/div>\n
\u0644\u062c\u0646\u0629 \u0627\u0644\u0645\u0646\u0627\u0642\u0634\u0629 \u0627\u0644\u062e\u0627\u0631\u062c\u064a\u0629:<\/div>\n
\u0623.\u062f. \u0623\u062d\u0645\u062f \u0633\u0644\u0637\u0627\u0646 \u0627\u0644\u0647\u062c\u0627\u0645\u064a \u2013 \u062c\u0627\u0645\u0639\u0629 \u0635\u0646\u0639\u0627\u0621<\/div>\n
\u0623.\u0645.\u062f. \u0645\u0627\u0644\u0643 \u0627\u0644\u062c\u0628\u0631\u064a \u2013 \u062c\u0627\u0645\u0639\u0629 \u0635\u0646\u0639\u0627\u0621<\/div>\n
#\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<\/a><\/span><\/div>\n
#\u0645\u0634\u0627\u0631\u064a\u0639_\u0627\u0644\u062a\u062e\u0631\u062c<\/a><\/span><\/div>\n
#\u0627\u0644\u0630\u0643\u0627\u0621_\u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a<\/a><\/span><\/div>\n
#IUTT<\/a><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u0645\u0634\u0631\u0648\u0639 DermAI \u0628\u062c\u0627\u0645\u0639\u0629 \u062a\u0648\u0646\u062a\u0643 \u064a\u0645\u062b\u0644 \u0646\u0642\u0644\u0629 \u0641\u064a \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0627\u0644\u0637\u0628\u064a\u060c \u062d\u064a\u062b \u064a\u0648\u0638\u0641 \u062a\u0633\u0639\u0629 \u0648\u0643\u0644\u0627\u0621 \u0630\u0643\u0627\u0621 \u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0646\u0645\u0627\u0630\u062c \u0644\u063a\u0648\u064a\u0629 \u0643\u0628\u064a\u0631\u0629 \u0644\u062a\u0634\u062e\u064a\u0635 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0627\u0644\u062c\u0644\u062f\u064a\u0629 \u0628\u062f\u0642\u0629 \u0648\u0627\u062d\u062a\u0631\u0627\u0641\u064a\u0629 \u0639\u0627\u0644\u064a\u0629.<\/p>\n","protected":false},"author":6,"featured_media":1005803,"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-1005777","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\u062c\u0627\u0645\u0639\u0629 \u062a\u0648\u0646\u062a\u0643 \u0627\u0644\u062f\u0648\u0644\u064a\u0629 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