{"id":10999,"date":"2021-06-03T06:19:49","date_gmt":"2021-06-03T03:19:49","guid":{"rendered":"https:\/\/www.qatifscience.com\/?p=10999"},"modified":"2021-06-03T06:22:34","modified_gmt":"2021-06-03T03:22:34","slug":"%d9%86%d9%85%d9%88%d8%b0%d8%ac-%d8%a7%d9%84%d8%aa%d8%b9%d9%84%d9%85-%d8%a7%d9%84%d8%b9%d9%85%d9%8a%d9%82-%d8%a7%d9%84%d8%ac%d8%af%d9%8a%d8%af-%d8%a7%d9%84%d9%85%d8%af%d8%b9%d9%88%d9%85-%d8%a8%d8%a7","status":"publish","type":"post","link":"https:\/\/www.qatifscience.com\/?p=10999","title":{"rendered":"\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u062c\u062f\u064a\u062f \u0627\u0644\u0645\u062f\u0639\u0648\u0645 \u0628\u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0644\u064a\u062f\u0639\u0645 \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629 – \u062a\u0631\u062c\u0645\u0629* \u0645\u062d\u0645\u062f \u062c\u0648\u0627\u062f \u0622\u0644 \u0627\u0644\u0633\u064a\u062f \u0646\u0627\u0635\u0631 \u0627\u0644\u062e\u0636\u0631\u0627\u0648\u064a"},"content":{"rendered":"

New AI-powered deep learning model to support medical diagnostics <\/strong>
\n( Andrew Lyle,\u00a0\u00a0University of Alberta – \u0628\u0648\u0627\u0633\u0637\u0629: \u0623\u0646\u062f\u0631\u0648 \u0644\u0627\u064a\u0644\u064a \u060c \u062c\u0627\u0645\u0639\u0629 \u0623\u0644\u0628\u0631\u062a\u0627)<\/span><\/h3>\n

\u0645\u0644\u062e\u0635 \u0627\u0644\u0645\u0642\u0627\u0644\u0629:<\/strong><\/span><\/p>\n

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( \u0627\u0644\u0645\u0642\u0627\u0644\u0629 )<\/strong><\/p>\n

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\u0648\u0642\u0627\u0644 \u0631\u0648\u0628\u0631\u062a\u0648 \u0641\u064a\u062c\u0627\u060c \u0627\u0644\u0645\u0624\u0644\u0641 \u0627\u0644\u0631\u0626\u064a\u0633\u064a \u0644\u0644\u062f\u0631\u0627\u0633\u0629 \u0648\u0637\u0627\u0644\u0628 \u0627\u0644\u062f\u0631\u0627\u0633\u0627\u062a \u0627\u0644\u0639\u0644\u064a\u0627 \u0641\u064a \u0642\u0633\u0645 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0648\u0633\u0628\u0629:\u00a0“\u0639\u0646\u062f\u0645\u0627\u00a0\u064a\u062a\u0645 \u062a\u062f\u0631\u064a\u0628 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642\u00a0\u0645\u0639 \u062d\u0627\u0644\u0627\u062a \u0642\u0644\u064a\u0644\u0629 \u062c\u062f\u064b\u0627\u060c \u064a\u0643\u0648\u0646 \u0623\u062f\u0627\u0624\u0647 \u0636\u0639\u064a\u0641\u064b\u0627”.<\/p>\n

\u0648\u0623\u0636\u0627\u0641: “\u062a\u0646\u0627\u0648\u0644\u0646\u0627 \u0641\u064a \u062f\u0631\u0627\u0633\u062a\u0646\u0627 \u0645\u0634\u0643\u0644\u0629 \u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u0644\u0645 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u0641\u0639\u0627\u0644\u0629 \u0644\u0644\u0645\u0647\u0627\u0645 \u0627\u0644\u0637\u0628\u064a\u0629 \u0645\u0639 \u062d\u0627\u0644\u0627\u062a \u062a\u062f\u0631\u064a\u0628 \u0642\u0644\u064a\u0644\u0629. \u0627\u0644\u0641\u0643\u0631\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0647\u064a \u0623\u0646\u0647 \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0627\u0644\u0623\u062f\u0628\u064a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0629 \u0644\u062a\u0648\u062c\u064a\u0647 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u0639\u0644\u0645 \u0628\u0634\u0643\u0644 \u0623\u0641\u0636\u0644”.<\/p>\n

\u0648\u062a\u0623\u062a\u064a \u0627\u0644\u062a\u062d\u0633\u064a\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0623\u062f\u0627\u0621 \u0645\u0646 \u062a\u062f\u0631\u064a\u0628 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629\u00a0\u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0627\u0644\u0637\u0628\u064a\u0629 \u0628\u0627\u0644\u0625\u0636\u0627\u0641\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u0634\u062e\u064a\u0635 “\u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a” \u0627\u0644\u0645\u0642\u0627\u0628\u0644\u060c \u0627\u0644\u0645\u0642\u062f\u0645 \u0628\u0634\u0643\u0644 \u063a\u064a\u0631 \u0645\u0628\u0627\u0634\u0631 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u062e\u0628\u0631\u0627\u0621 \u0627\u0644\u0637\u0628\u064a\u064a\u0646.\u00a0\u0648\u064a\u062a\u064a\u062d \u0647\u0630\u0627 \u0627\u0644\u0646\u0647\u062c \u0644\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0645\u0639\u0631\u0641\u0629 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0627\u0644\u062a\u064a \u062a\u0645\u064a\u0632 \u0643\u0644 \u0645\u0631\u0636 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062d\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646\u0647\u0627 \u0645\u0646 \u0627\u0644\u062a\u0646\u0628\u0624 \u0628\u0627\u0644\u0645\u0631\u0636 \u0627\u0644\u0630\u064a \u064a\u0638\u0647\u0631 \u0641\u064a \u0641\u062d\u0635 \u0627\u0644\u0645\u0631\u064a\u0636 \u0627\u0644\u062c\u062f\u064a\u062f \u0623\u0648 \u0645\u0627 \u0625\u0630\u0627 \u0643\u0627\u0646 \u0627\u0644\u0641\u062d\u0635 \u064a\u0628\u062f\u0648 \u0633\u0644\u064a\u0645\u064b\u0627.<\/p>\n

\u0648\u0642\u0627\u0644 \u0641\u064a\u062c\u0627: “\u0644\u0642\u062f \u062d\u0633\u0651\u0646 \u0646\u0647\u062c\u0646\u0627 \u0645\u0646 \u062f\u0642\u0629 \u0627\u0644\u062a\u0635\u0646\u064a\u0641 \u0644\u0644\u0646\u0645\u0648\u0630\u062c \u0648\u0642\u062f\u0645 \u062b\u0642\u0629 \u0630\u0627\u062a \u0645\u063a\u0632\u0649 \u0641\u064a \u062a\u0646\u0628\u0624\u0627\u062a\u0647\u060c \u0645\u0639 \u0625\u0639\u0637\u0627\u0621 \u062a\u0642\u062f\u064a\u0631 \u0644\u0627\u062d\u062a\u0645\u0627\u0644 \u0648\u062c\u0648\u062f \u0645\u0631\u0636 \u0645\u0627 \u0641\u064a \u0627\u0644\u0641\u062d\u0635”.<\/p>\n

\u0648\u062a\u0627\u0628\u0639: “\u0645\u0646 \u062e\u0644\u0627\u0644 \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u062b\u060c \u0646\u0631\u064a\u062f \u0623\u0646 \u0646\u0648\u0641\u0631 \u0644\u0623\u062e\u0635\u0627\u0626\u064a\u064a \u0627\u0644\u0623\u0634\u0639\u0629 \u0623\u062f\u0648\u0627\u062a \u0623\u0641\u0636\u0644 \u062a\u062c\u0639\u0644 \u0639\u0645\u0644\u0647\u0645 \u0623\u0633\u0647\u0644 \u0648\u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u0641\u0627\u0639\u0644\u064a\u0629. \u0648\u0644\u062f\u064a\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0645\u0634\u0643\u0644\u0629 \u0646\u062f\u0631\u0629 \u0627\u0644\u0639\u0627\u0645\u0644\u064a\u0646 \u0627\u0644\u0637\u0628\u064a\u064a\u0646 \u060c \u0648\u0647\u064a \u0645\u0634\u0643\u0644\u0629 \u062a\u062a\u0641\u0627\u0642\u0645 \u0641\u064a \u0627\u0644\u0628\u0644\u062f\u0627\u0646 \u0627\u0644\u0646\u0627\u0645\u064a\u0629. \u0648\u0646\u0623\u0645\u0644 \u0623\u0646 \u0646\u062a\u0645\u0643\u0646 \u0645\u0646 \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u062a\u0633\u0645\u062d \u0644\u062e\u0628\u0631\u0627\u0626\u0646\u0627 \u0627\u0644\u0637\u0628\u064a\u064a\u0646 \u0628\u0627\u062a\u062e\u0627\u0630 \u0642\u0631\u0627\u0631\u0627\u062a \u0623\u0641\u0636\u0644”.<\/p>\n

\u0639\u064e\u0645\u064e\u0644\u064f \u0627\u0644\u0643\u062b\u064a\u0631<\/strong><\/p>\n

\u064a\u062a\u0636\u0645\u0646 \u0627\u0644\u0628\u062d\u062b \u0645\u0633\u0627\u0647\u0645\u0627\u062a \u0643\u0628\u064a\u0631\u0629 \u0645\u0646\u00a0\u0628\u0648\u0646\u0647\u00a0\u063a\u0648\u0631\u062c\u064a\u060c \u062e\u0631\u064a\u062c\u0629 \u0642\u0633\u0645 \u0639\u0644\u0648\u0645 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0628\u0639\u062f \u0648\u0641\u0627\u062a\u0647\u0627 \u0648\u0636\u062d\u064a\u0629 \u0645\u0623\u0633\u0627\u0629 \u0627\u0644\u0631\u062d\u0644\u0629 PS752. \u00a0\u0648\u0641\u064a \u064a\u0646\u0627\u064a\u0631 \u0639\u0627\u0645 2020\u060c\u00a0\u0633\u0627\u0641\u0631\u062a \u063a\u0648\u0631\u062c\u064a\u00a0\u0648\u062e\u0637\u064a\u0628\u0647\u0627 \u0623\u0631\u0627\u0634 \u0628\u0648\u0631\u0632\u0631\u0627\u0628\u064a \u0627\u0644\u0649 \u0645\u0648\u0637\u0646\u0647\u0645\u0627 \u0625\u064a\u0631\u0627\u0646 \u0644\u064a\u062a\u0632\u0648\u062c\u0627\u060c \u0648\u0643\u0627\u0646\u0627 \u0627\u062b\u0646\u064a\u0646 \u0645\u0646 \u0623\u0631\u0628\u0639\u0629 \u0623\u0639\u0636\u0627\u0621 \u0645\u0646 \u0643\u0644\u064a\u0629 \u0639\u0644\u0648\u0645 \u0627\u0644\u0645\u062c\u062a\u0645\u0639 \u0628\u064a\u0646 176 \u0634\u062e\u0635\u0627 \u0642\u062a\u0644\u0648\u0627 \u0641\u064a \u0627\u0644\u0631\u062d\u0644\u0629.<\/p>\n

\u0648\u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0641\u0631\u064a\u0642\u060c \u064a\u0639\u062f \u0627\u0644\u0628\u062d\u062b \u0623\u064a\u0636\u064b\u0627 \u0641\u0631\u0635\u0629 \u0644\u062a\u0643\u0631\u064a\u0645\u00a0\u0625\u0631\u062b\u00a0\u063a\u0648\u0631\u062c\u064a \u0648\u0625\u0633\u0647\u0627\u0645\u0627\u062a\u0647\u0627\u00a0\u0627\u0644\u062d\u0627\u0633\u0645\u0629 \u0641\u064a \u0627\u0644\u0645\u0634\u0631\u0648\u0639.\u00a0\u0648\u0623\u0648\u0636\u062d \u0641\u064a\u062c\u0627 \u0623\u0646\u0647 \u0639\u0646\u062f\u0645\u0627 \u0628\u062f\u0623 \u0627\u0644\u0628\u0627\u062d\u062b\u0648\u0646 \u0627\u0644\u0645\u0634\u0631\u0648\u0639\u060c \u0631\u0643\u0632\u062a \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u062d\u0635\u0631\u064a\u064b\u0627 \u0639\u0644\u0649 \u062e\u0644\u0644 \u0627\u0644\u062a\u0646\u0633\u062c \u0627\u0644\u0648\u0631\u0643\u064a. \u0648\u0643\u0627\u0646\u062a \u063a\u0648\u0631\u062c\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0637\u0648\u064a\u0631 \u0646\u0645\u0627\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0643\u0628\u062f \u0627\u0644\u062f\u0647\u0646\u064a\u060c \u0648\u0643\u0627\u0646 \u0627\u0646\u0636\u0645\u0627\u0645\u0647\u0627 \u0625\u0644\u0649 \u0627\u0644\u0641\u0631\u064a\u0642 \u0647\u0648 \u0627\u0644\u0630\u064a \u0623\u062f\u0649 \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0625\u0644\u0649 \u0625\u0639\u0627\u062f\u0629 \u062a\u0635\u0645\u064a\u0645 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0648\u062a\u062d\u0642\u064a\u0642 \u0627\u062e\u062a\u0631\u0627\u0642 \u0641\u064a \u0627\u0644\u0623\u062f\u0627\u0621.<\/p>\n

“\u0644\u0645 \u062a\u0643\u0646 \u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0629 \u0627\u0644\u0623\u0635\u0644\u064a\u0629 \u062a\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0643\u0628\u062f \u0627\u0644\u062f\u0647\u0646\u064a \u060c \u0644\u0630\u0644\u0643 \u0628\u062f\u0623\u062a \u0623\u0646\u0627 \u0648\u0628\u0648\u0646\u064a \u0627\u0644\u0639\u0645\u0644 \u0645\u0639\u064b\u0627 \u0644\u062d\u0644 \u0627\u0644\u0645\u0634\u0643\u0644\u0629. \u0648\u0628\u0639\u062f \u0639\u062f\u0629 \u0623\u0633\u0627\u0628\u064a\u0639 \u060c \u0627\u0643\u062a\u0634\u0641\u0646\u0627 \u0639\u064a\u0628\u064b\u0627 \u0645\u0647\u0645\u064b\u0627 \u0641\u064a \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u0623\u0635\u0644\u064a \u0648\u062a\u0645\u0643\u0646\u0627 \u0645\u0646 \u0627\u0642\u062a\u0631\u0627\u062d \u062d\u0644 – \u062d\u0644 \u064a\u062a\u0636\u0645\u0646 \u0637\u0631\u064a\u0642\u0629 \u0631\u064a\u0627\u0636\u064a\u0629 \u062c\u062f\u064a\u062f\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0642\u0633\u0645 \u0645\u0646 \u0627\u0644\u0646\u0645\u0648\u0630\u062c”\u060c \u0642\u0627\u0644 \u0641\u064a\u062c\u0627.<\/p>\n

\u0648\u0623\u0636\u0627\u0641: “\u0643\u0627\u0646 \u0627\u0644\u0639\u0645\u0644 \u0627\u0644\u0630\u064a \u0642\u0645\u0646\u0627 \u0628\u0647 \u0645\u0639\u064b\u0627 \u0645\u0641\u062a\u0627\u062d\u064b\u0627 \u0644\u0646\u062c\u0627\u062d \u0646\u0647\u062c\u0646\u0627 \u0648\u0647\u0648 \u0645\u0627 \u0623\u062f\u0649 \u0625\u0644\u0649 \u0646\u0634\u0631 \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u062b \u0641\u064a \u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0645\u0637\u0627\u0641. \u0644\u0645 \u064a\u0643\u0646 \u0647\u0630\u0627 \u0627\u0644\u0628\u062d\u062b \u0627\u0644\u0645\u0646\u0634\u0648\u0631 \u0645\u0648\u062c\u0648\u062f\u064b\u0627 \u0628\u062f\u0648\u0646 \u0645\u0633\u0627\u0647\u0645\u062a\u0647\u0627”.<\/p>\n

\u0648\u0633\u064a\u062a\u0645 \u062a\u0642\u062f\u064a\u0645 \u0627\u0644\u062f\u0631\u0627\u0633\u0629 \u0627\u0644\u0645\u0639\u0646\u0648\u0646\u0629 “\u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0641\u0639\u0627\u0644 \u0644\u0644\u0645\u0635\u0646\u0641\u0627\u062a \u0627\u0644\u062a\u0634\u062e\u064a\u0635\u064a\u0629 \u0627\u0644\u0642\u0627\u0626\u0645\u0629 \u0639\u0644\u0649 \u0627\u0644\u0635\u0648\u0631 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0644\u0635\u0642\u0627\u062a \u0627\u0644\u0627\u062d\u062a\u0645\u0627\u0644\u064a\u0629” (Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels) \u0641\u064a \u0627\u0644\u0645\u0624\u062a\u0645\u0631 \u0627\u0644\u062f\u0648\u0644\u064a \u062d\u0648\u0644 \u0627\u0644\u0630\u0643\u0627\u0621 \u0627\u0644\u0627\u0635\u0637\u0646\u0627\u0639\u064a \u0648\u0627\u0644\u0625\u062d\u0635\u0627\u0621 \u0644\u0644\u0639\u0627\u0645 2021 (AISTATS \u201921) \u060c \u0648\u0647\u064a \u0645\u062a\u0627\u062d\u0629 \u0623\u064a\u0636\u064b\u0627 \u0645\u0646 \u062e\u0644\u0627\u0644 (arXiv).<\/p>\n

*\u062a\u0645\u062a \u0627\u0644\u062a\u0631\u062c\u0645\u0629 \u0628\u062a\u0635\u0631\u0641<\/span><\/p>\n

\u0627\u0644\u0645\u0635\u062f\u0631<\/strong>:<\/p>\n

https:\/\/techxplore.com\/news\/2021-05-ai-powered-deep-medical-diagnostics.html<\/a><\/p>\n

\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a:\u00a0<\/strong>Sample Efficient Learning of Image-Based Diagnostic Classifiers Using Probabilistic Labels. arXiv:2102.06164v1 [cs.CV]\u00a0arxiv.org\/abs\/2102.06164<\/a><\/p>\n

\"\"
\u0627\u0644\u0645\u0647\u0646\u062f\u0633 \u0645\u062d\u0645\u062f \u062c\u0648\u0627\u062f \u0622\u0644 \u0627\u0644\u0633\u064a\u062f \u0646\u0627\u0635\u0631 \u0627\u0644\u062e\u0636\u0631\u0627\u0648\u064a<\/span><\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"

New AI-powered deep learning model to support medical diagnostics ( Andrew Lyle,\u00a0\u00a0University of Alberta – \u0628\u0648\u0627\u0633\u0637\u0629: \u0623\u0646\u062f\u0631\u0648 \u0644\u0627\u064a\u0644\u064a \u060c \u062c\u0627\u0645\u0639\u0629 \u0623\u0644\u0628\u0631\u062a\u0627) \u0645\u0644\u062e\u0635 \u0627\u0644\u0645\u0642\u0627\u0644\u0629: \u064a\u062a\u0639\u0644\u0645 \u0646\u0645\u0648\u0630\u062c \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0639\u0645\u064a\u0642 \u0627\u0644\u062c\u062f\u064a\u062f \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0623\u0645\u0631\u0627\u0636 \u0645\u0646 \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062d \u0627\u0644\u0637\u0628\u064a \u0628\u0634\u0643\u0644 \u0623\u0633\u0631\u0639 \u0648\u0623\u0643\u062b\u0631 \u062f\u0642\u0629\u060c \u0648\u0641\u0642\u064b\u0627 \u0644\u0628\u062d\u062b \u062c\u062f\u064a\u062f \u0623\u062c\u0631\u0627\u0647 \u0641\u0631\u064a\u0642 \u0645\u0646 \u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0641\u064a \u062c\u0627\u0645\u0639\u0629 \u0623\u0644\u0628\u0631\u062a\u0627 \u0648\u0634\u0631\u0643\u0629 “\u0645\u064a\u062f\u0648” \u0627\u0644\u0645\u0646\u0628\u062b\u0642\u0629 \u0645\u0646 \u0627\u0644\u062c\u0627\u0645\u0639\u0629. …<\/p>\n","protected":false},"author":4,"featured_media":11001,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[19],"tags":[],"class_list":["post-10999","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-19"],"_links":{"self":[{"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/posts\/10999","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10999"}],"version-history":[{"count":2,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/posts\/10999\/revisions"}],"predecessor-version":[{"id":11003,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/posts\/10999\/revisions\/11003"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=\/wp\/v2\/media\/11001"}],"wp:attachment":[{"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10999"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10999"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.qatifscience.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10999"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}