{"id":8172,"date":"2026-08-03T14:33:19","date_gmt":"2026-08-03T07:33:19","guid":{"rendered":"https:\/\/apanano.com\/?p=8172"},"modified":"2026-08-03T14:33:19","modified_gmt":"2026-08-03T07:33:19","slug":"ung-dung-ai-va-cong-nghe-anh-nhiet-huong-di-moi-trong-giam-sat-dich-benh-tren-dan-lon","status":"publish","type":"post","link":"https:\/\/www.apanano.com\/vi\/news\/ung-dung-ai-va-cong-nghe-anh-nhiet-huong-di-moi-trong-giam-sat-dich-benh-tren-dan-lon\/","title":{"rendered":"\u1ee8ng d\u1ee5ng AI v\u00e0 c\u00f4ng ngh\u1ec7 \u1ea3nh nhi\u1ec7t: H\u01b0\u1edbng \u0111i m\u1edbi trong gi\u00e1m s\u00e1t d\u1ecbch b\u1ec7nh tr\u00ean \u0111\u00e0n l\u1ee3n"},"content":{"rendered":"

Trong b\u1ed1i c\u1ea3nh ng\u00e0nh ch\u0103n nu\u00f4i l\u1ee3n ph\u00e1t tri\u1ec3n theo h\u01b0\u1edbng quy m\u00f4 c\u00f4ng nghi\u1ec7p v\u00e0 chuy\u1ec3n \u0111\u1ed5i s\u1ed1, vi\u1ec7c gi\u00e1m s\u00e1t s\u1ee9c kh\u1ecfe \u0111\u00e0n v\u1eadt nu\u00f4i li\u00ean t\u1ee5c, ch\u00ednh x\u00e1c v\u00e0 h\u1ea1n ch\u1ebf ti\u1ebfp x\u00fac tr\u1ef1c ti\u1ebfp \u0111ang tr\u1edf th\u00e0nh y\u00eau c\u1ea7u c\u1ea5p thi\u1ebft. T\u1eeb th\u1ef1c ti\u1ec5n \u0111\u00f3, nh\u00f3m nghi\u00ean c\u1ee9u c\u1ee7a H\u1ecdc vi\u1ec7n N\u00f4ng nghi\u1ec7p Vi\u1ec7t Nam \u0111\u00e3 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng \u1ee9ng d\u1ee5ng camera \u1ea3nh nhi\u1ec7t k\u1ebft h\u1ee3p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) nh\u1eb1m ph\u00e1t hi\u1ec7n s\u1edbm hi\u1ec7n t\u01b0\u1ee3ng t\u0103ng th\u00e2n nhi\u1ec7t \u1edf l\u1ee3n \u2013 d\u1ea5u hi\u1ec7u c\u1ea3nh b\u00e1o ban \u0111\u1ea7u c\u1ee7a nhi\u1ec1u b\u1ec7nh truy\u1ec1n nhi\u1ec5m nguy hi\u1ec3m. Gi\u1ea3i ph\u00e1p n\u00e0y \u0111\u01b0\u1ee3c k\u1ef3 v\u1ecdng g\u00f3p ph\u1ea7n n\u00e2ng cao hi\u1ec7u qu\u1ea3 gi\u00e1m s\u00e1t d\u1ecbch b\u1ec7nh, gi\u1ea3m chi ph\u00ed nh\u00e2n c\u00f4ng v\u00e0 t\u0103ng c\u01b0\u1eddng an to\u00e0n sinh h\u1ecdc trong ch\u0103n nu\u00f4i.<\/strong><\/p>\n

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TS. \u0110\u1eb7ng H\u1eefu Anh tr\u00ecnh b\u00e0y \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 \u1ea3nh nhi\u1ec7t trong gi\u00e1m s\u00e1t b\u1ec7nh \u1edf l\u1ee3n t\u1ea1i m\u1ed9t h\u1ed9i th\u1ea3o (\u1ea2nh: Lan H\u01b0\u01a1ng)<\/em><\/p>\n

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Tr\u01b0\u1edbc \u00e1p l\u1ef1c t\u1eeb c\u00e1c b\u1ec7nh truy\u1ec1n nhi\u1ec5m v\u00e0 xu h\u01b0\u1edbng ch\u0103n nu\u00f4i quy m\u00f4 l\u1edbn, vi\u1ec7c theo d\u00f5i s\u1ee9c kh\u1ecfe \u0111\u00e0n l\u1ee3n b\u1eb1ng ph\u01b0\u01a1ng ph\u00e1p th\u1ee7 c\u00f4ng ng\u00e0y c\u00e0ng b\u1ed9c l\u1ed9 nhi\u1ec1u h\u1ea1n ch\u1ebf nh\u01b0 t\u1ed1n nh\u00e2n l\u1ef1c, m\u1ea5t th\u1eddi gian v\u00e0 ti\u1ec1m \u1ea9n nguy c\u01a1 l\u00e2y nhi\u1ec5m ch\u00e9o. Xu\u1ea5t ph\u00e1t t\u1eeb y\u00eau c\u1ea7u th\u1ef1c ti\u1ec5n, nh\u00f3m nghi\u00ean c\u1ee9u do TS. Nguy\u1ec5n Th\u00e1i H\u1ecdc v\u00e0 TS. \u0110\u1eb7ng H\u1eefu Anh th\u1ef1c hi\u1ec7n, v\u1edbi s\u1ef1 ph\u1ed1i h\u1ee3p c\u1ee7a Khoa C\u01a1 \u0111i\u1ec7n v\u00e0 Khoa Th\u00fa y (H\u1ecdc vi\u1ec7n N\u00f4ng nghi\u1ec7p Vi\u1ec7t Nam), \u0111\u00e3 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t s\u1ee9c kh\u1ecfe \u0111\u00e0n l\u1ee3n b\u1eb1ng\u00a0c\u00f4ng ngh\u1ec7 \u1ea3nh nhi\u1ec7t\u00a0t\u00edch h\u1ee3p AI. Theo nh\u00f3m nghi\u00ean c\u1ee9u, m\u1ee5c ti\u00eau c\u1ee7a h\u1ec7 th\u1ed1ng kh\u00f4ng ph\u1ea3i thay th\u1ebf ho\u00e0n to\u00e0n ng\u01b0\u1eddi ch\u0103n nu\u00f4i m\u00e0 \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 gi\u00e1m s\u00e1t t\u1ef1 \u0111\u1ed9ng, gi\u00fap ph\u00e1t hi\u1ec7n s\u1edbm nh\u1eefng c\u00e1 th\u1ec3 c\u00f3 d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng \u0111\u1ec3 ng\u01b0\u1eddi qu\u1ea3n l\u00fd k\u1ecbp th\u1eddi ki\u1ec3m tra v\u00e0 \u0111\u01b0a ra bi\u1ec7n ph\u00e1p x\u1eed l\u00fd ph\u00f9 h\u1ee3p.<\/p>\n

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\u1ee8ng d\u1ee5ng AI v\u00e0 c\u00f4ng ngh\u1ec7 \u1ea3nh nhi\u1ec7t: H\u01b0\u1edbng \u0111i m\u1edbi trong gi\u00e1m s\u00e1t d\u1ecbch b\u1ec7nh tr\u00ean \u0111\u00e0n l\u1ee3n trong th\u1ef1c ti\u1ec5n (\u1ea2nh: TS. Nguy\u1ec5n Th\u00e1i H\u1ecdc v\u00e0 TS.\u0110\u1eb7ng H\u1eefu Anh cung c\u1ea5p)<\/em><\/p>\n

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T\u0103ng th\u00e2n nhi\u1ec7t \u2013 t\u00edn hi\u1ec7u c\u1ea3nh b\u00e1o s\u1edbm nhi\u1ec1u b\u1ec7nh truy\u1ec1n nhi\u1ec5m nguy hi\u1ec3m<\/strong><\/p>\n

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Theo\u00a0V\u0103n b\u1ea3n h\u1ee3p nh\u1ea5t s\u1ed1 35\/VBHN-BNNMT\u00a0ng\u00e0y 11\/8\/2025 c\u1ee7a B\u1ed9 N\u00f4ng nghi\u1ec7p v\u00e0 M\u00f4i tr\u01b0\u1eddng, c\u00e1c b\u1ec7nh nguy hi\u1ec3m \u1edf l\u1ee3n ph\u1ea3i c\u00f4ng b\u1ed1 d\u1ecbch g\u1ed3m b\u1ec7nh L\u1edf m\u1ed3m long m\u00f3ng, b\u1ec7nh Tai xanh, b\u1ec7nh D\u1ecbch t\u1ea3 l\u1ee3n, b\u1ec7nh Xo\u1eafn khu\u1ea9n v\u00e0 b\u1ec7nh D\u1ecbch t\u1ea3 l\u1ee3n ch\u00e2u Phi.<\/p>\n

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Trong s\u1ed1 n\u00e0y, D\u1ecbch t\u1ea3 l\u1ee3n ch\u00e2u Phi v\u00e0 L\u1edf m\u1ed3m long m\u00f3ng v\u1eabn l\u00e0 hai b\u1ec7nh \u0111\u01b0\u1ee3c quan t\u00e2m \u0111\u1eb7c bi\u1ec7t do kh\u1ea3 n\u0103ng l\u00e2y lan nhanh, g\u00e2y thi\u1ec7t h\u1ea1i l\u1edbn v\u1ec1 kinh t\u1ebf. \u0110\u00e2y c\u0169ng l\u00e0 nh\u1eefng b\u1ec7nh n\u1eb1m trong K\u1ebf ho\u1ea1ch qu\u1ed1c gia ph\u00f2ng, ch\u1ed1ng c\u00e1c b\u1ec7nh C\u00fam gia c\u1ea7m, L\u1edf m\u1ed3m long m\u00f3ng v\u00e0 D\u1ecbch t\u1ea3 l\u1ee3n ch\u00e2u Phi giai \u0111o\u1ea1n 2026\u20132030.<\/p>\n

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Hi\u1ec7n nay, vi\u1ec7c ph\u00e1t hi\u1ec7n d\u1ecbch b\u1ec7nh t\u1ea1i trang tr\u1ea1i ch\u1ee7 y\u1ebfu d\u1ef1a tr\u00ean hai nh\u00f3m ph\u01b0\u01a1ng ph\u00e1p. Th\u1ee9 nh\u1ea5t l\u00e0 x\u00e9t nghi\u1ec7m s\u00e0ng l\u1ecdc b\u1eb1ng c\u00e1c k\u1ef9 thu\u1eadt nh\u01b0 Real-time PCR ho\u1eb7c ELISA nh\u1eb1m ph\u00e1t hi\u1ec7n virus ho\u1eb7c kh\u00e1ng th\u1ec3 ngay c\u1ea3 khi v\u1eadt nu\u00f4i ch\u01b0a bi\u1ec3u hi\u1ec7n tri\u1ec7u ch\u1ee9ng l\u00e2m s\u00e0ng. M\u1eb7c d\u00f9 cho k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n s\u1edbm, ph\u01b0\u01a1ng ph\u00e1p n\u00e0y c\u00f3 chi ph\u00ed t\u01b0\u01a1ng \u0111\u1ed1i cao, \u0111\u1eb7c bi\u1ec7t khi m\u1ed7i trang tr\u1ea1i ph\u1ea3i l\u1ea5y s\u1ed1 l\u01b0\u1ee3ng m\u1eabu theo quy \u0111\u1ecbnh thay v\u00ec ch\u1ec9 x\u00e9t nghi\u1ec7m m\u1ed9t m\u1eabu duy nh\u1ea5t.<\/p>\n

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Ph\u01b0\u01a1ng ph\u00e1p th\u1ee9 hai l\u00e0 theo d\u00f5i tri\u1ec7u ch\u1ee9ng l\u00e2m s\u00e0ng. Ng\u01b0\u1eddi ch\u0103n nu\u00f4i ho\u1eb7c c\u00e1n b\u1ed9 th\u00fa y s\u1ebd quan s\u00e1t nh\u1eefng bi\u1ec3u hi\u1ec7n \u0111\u1eb7c tr\u01b0ng nh\u01b0 xu\u1ea5t huy\u1ebft, tai \u0111\u1ecf, b\u1ee5ng \u0111\u1ecf \u1edf l\u1ee3n m\u1eafc D\u1ecbch t\u1ea3 l\u1ee3n ch\u00e2u Phi th\u1ec3 c\u1ea5p t\u00ednh; c\u00e1c n\u1ed1t t\u1ed5n th\u01b0\u01a1ng tr\u00ean da \u1edf th\u1ec3 m\u1ea1n t\u00ednh; ho\u1eb7c c\u00e1c m\u1ee5n n\u01b0\u1edbc \u1edf mi\u1ec7ng v\u00e0 m\u00f3ng \u0111\u1ed1i v\u1edbi b\u1ec7nh L\u1edf m\u1ed3m long m\u00f3ng.<\/p>\n

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\u01afu \u0111i\u1ec3m c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p n\u00e0y l\u00e0 chi ph\u00ed th\u1ea5p, song h\u1ea1n ch\u1ebf l\u1edbn nh\u1ea5t l\u00e0 khi c\u00e1c tri\u1ec7u ch\u1ee9ng \u0111\u00e3 xu\u1ea5t hi\u1ec7n r\u00f5 th\u00ec b\u1ec7nh th\u01b0\u1eddng \u0111\u00e3 ti\u1ebfn tri\u1ec3n, l\u00e0m gi\u1ea3m hi\u1ec7u qu\u1ea3 c\u1ee7a c\u00e1c bi\u1ec7n ph\u00e1p x\u1eed l\u00fd v\u00e0 t\u0103ng nguy c\u01a1 l\u00e2y lan trong \u0111\u00e0n.<\/p>\n

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Theo nh\u00f3m nghi\u00ean c\u1ee9u, \u0111i\u1ec3m chung c\u1ee7a c\u00e1c b\u1ec7nh truy\u1ec1n nhi\u1ec5m nguy hi\u1ec3m l\u00e0 tr\u01b0\u1edbc khi xu\u1ea5t hi\u1ec7n nh\u1eefng d\u1ea5u hi\u1ec7u l\u00e2m s\u00e0ng \u0111\u1eb7c tr\u01b0ng, ph\u1ea7n l\u1edbn c\u00e1c b\u1ec7nh truy\u1ec1n nhi\u1ec5m nguy hi\u1ec3m \u0111\u1ec1u khi\u1ebfn v\u1eadt nu\u00f4i b\u1ecb s\u1ed1t ho\u1eb7c t\u0103ng th\u00e2n nhi\u1ec7t. Ch\u00ednh \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y tr\u1edf th\u00e0nh c\u01a1 s\u1edf khoa h\u1ecdc \u0111\u1ec3 ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t th\u00e2n nhi\u1ec7t t\u1ef1 \u0111\u1ed9ng b\u1eb1ng c\u00f4ng ngh\u1ec7 \u1ea3nh nhi\u1ec7t.<\/p>\n

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Gi\u00e1m s\u00e1t kh\u00f4ng ti\u1ebfp x\u00fac \u2013 gi\u1ea3m \u00e1p l\u1ef1c cho ng\u01b0\u1eddi ch\u0103n nu\u00f4i<\/strong><\/p>\n

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\u1ede l\u1ee3n kh\u1ecfe m\u1ea1nh, th\u00e2n nhi\u1ec7t th\u01b0\u1eddng dao \u0111\u1ed9ng trong kho\u1ea3ng 38,5\u201339,5\u00b0C t\u00f9y theo l\u1ee9a tu\u1ed5i. Khi nhi\u1ec7t \u0111\u1ed9 c\u01a1 th\u1ec3 v\u01b0\u1ee3t qu\u00e1 ng\u01b0\u1ee1ng b\u00ecnh th\u01b0\u1eddng, con v\u1eadt \u0111\u01b0\u1ee3c xem l\u00e0 c\u00f3 hi\u1ec7n t\u01b0\u1ee3ng t\u0103ng th\u00e2n nhi\u1ec7t. Nguy\u00ean nh\u00e2n c\u00f3 th\u1ec3 xu\u1ea5t ph\u00e1t t\u1eeb \u0111i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng nh\u01b0 th\u1eddi ti\u1ebft n\u1eafng n\u00f3ng, chu\u1ed3ng nu\u00f4i th\u00f4ng tho\u00e1ng k\u00e9m ho\u1eb7c do c\u00e1c b\u1ec7nh truy\u1ec1n nhi\u1ec5m, vi\u00eam nhi\u1ec5m sau sinh (s\u00f3t nhau, vi\u00eam t\u1eed cung) g\u00e2y s\u1ed1t cao 40\u201342\u00b0C.<\/p>\n

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Theo c\u00e1ch truy\u1ec1n th\u1ed1ng, vi\u1ec7c \u0111o th\u00e2n nhi\u1ec7t \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng nhi\u1ec7t k\u1ebf tr\u1ef1c tr\u00e0ng ho\u1eb7c ki\u1ec3m tra tr\u1ef1c ti\u1ebfp b\u1eb1ng tay tr\u00ean t\u1eebng c\u00e1 th\u1ec3. D\u00f9 ph\u01b0\u01a1ng ph\u00e1p n\u00e0y kh\u00f4ng \u0111\u00f2i h\u1ecfi thi\u1ebft b\u1ecb ph\u1ee9c t\u1ea1p v\u00e0 chi ph\u00ed th\u1ea5p, nh\u01b0ng l\u1ea1i ti\u00eau t\u1ed1n nhi\u1ec1u th\u1eddi gian, nh\u00e2n l\u1ef1c, \u0111\u1ed3ng th\u1eddi g\u00e2y stress cho v\u1eadt nu\u00f4i v\u00ec ph\u1ea3i b\u1eaft gi\u1eef v\u00e0 ti\u1ebfp x\u00fac tr\u1ef1c ti\u1ebfp.<\/p>\n

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Kh\u00e1c v\u1edbi ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng, h\u1ec7 th\u1ed1ng camera \u1ea3nh nhi\u1ec7t cho ph\u00e9p theo d\u00f5i nhi\u1ec7t \u0111\u1ed9 \u0111\u00e0n l\u1ee3n li\u00ean t\u1ee5c 24\/24 m\u00e0 kh\u00f4ng c\u1ea7n ng\u01b0\u1eddi ch\u0103n nu\u00f4i \u0111i v\u00e0o t\u1eebng \u00f4 chu\u1ed3ng. Camera t\u1ef1 \u0111\u1ed9ng ghi nh\u1eadn d\u1eef li\u1ec7u nhi\u1ec7t, ph\u00e1t hi\u1ec7n nh\u1eefng c\u00e1 th\u1ec3 c\u00f3 d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng v\u00e0 g\u1eedi c\u1ea3nh b\u00e1o \u0111\u1ec3 ng\u01b0\u1eddi qu\u1ea3n l\u00fd ki\u1ec3m tra.<\/p>\n

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Theo TS. \u0110\u1eb7ng H\u1eefu Anh, c\u00f4ng ngh\u1ec7 \u1ea3nh nhi\u1ec7t \u0111\u00e3 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng t\u1ea1i nhi\u1ec1u qu\u1ed1c gia, song \u1edf Vi\u1ec7t Nam v\u1eabn ch\u01b0a \u0111\u01b0\u1ee3c tri\u1ec3n khai r\u1ed9ng r\u00e3i trong c\u00e1c trang tr\u1ea1i do chi ph\u00ed \u0111\u1ea7u t\u01b0 c\u00f2n cao. V\u00ec v\u1eady, m\u1ee5c ti\u00eau c\u1ee7a nh\u00f3m nghi\u00ean c\u1ee9u l\u00e0 ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf v\u1edbi chi ph\u00ed th\u1ea5p h\u01a1n so v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u1edf n\u01b0\u1edbc ngo\u00e0i.<\/p>\n

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AI tr\u1edf th\u00e0nh \u201cb\u1ed9 n\u00e3o\u201d c\u1ee7a h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t<\/strong><\/p>\n

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Thay v\u00ec ch\u1ec9 ghi nh\u1eadn h\u00ecnh \u1ea3nh nhi\u1ec7t \u0111\u01a1n thu\u1ea7n, nh\u00f3m nghi\u00ean c\u1ee9u t\u1eadp trung x\u00e2y d\u1ef1ng ph\u1ea7n m\u1ec1m x\u1eed l\u00fd d\u1eef li\u1ec7u \u2013 \u0111\u01b0\u1ee3c xem l\u00e0 th\u00e0nh ph\u1ea7n c\u1ed1t l\u00f5i quy\u1ebft \u0111\u1ecbnh hi\u1ec7u qu\u1ea3 c\u1ee7a to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng.<\/p>\n

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Nghi\u00ean c\u1ee9u h\u01b0\u1edbng \u0111\u1ebfn b\u1ed1n m\u1ee5c ti\u00eau ch\u00ednh g\u1ed3m: \u1ee9ng d\u1ee5ng camera h\u1ed3ng ngo\u1ea1i \u0111\u1ec3 thu nh\u1eadn d\u1eef li\u1ec7u kh\u00f4ng ti\u1ebfp x\u00fac; x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng ph\u00e1t hi\u1ec7n hi\u1ec7n t\u01b0\u1ee3ng t\u0103ng th\u00e2n nhi\u1ec7t \u1edf l\u1ee3n; ph\u00e1t tri\u1ec3n thu\u1eadt to\u00e1n x\u1eed l\u00fd \u1ea3nh k\u1ebft h\u1ee3p m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y nh\u1eb1m ph\u00e2n t\u00edch d\u1eef li\u1ec7u; \u0111\u1ed3ng th\u1eddi t\u00edch h\u1ee3p c\u01a1 ch\u1ebf c\u1ea3nh b\u00e1o t\u1eeb xa \u0111\u1ec3 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi qu\u1ea3n l\u00fd trang tr\u1ea1i ph\u00e1t hi\u1ec7n s\u1edbm nh\u1eefng b\u1ea5t th\u01b0\u1eddng trong \u0111\u00e0n.<\/p>\n

 <\/p>\n

\u0110\u1ec3 hi\u1ec7n th\u1ef1c h\u00f3a m\u1ee5c ti\u00eau gi\u00e1m s\u00e1t s\u1ee9c kh\u1ecfe \u0111\u00e0n l\u1ee3n theo h\u01b0\u1edbng t\u1ef1 \u0111\u1ed9ng v\u00e0 kh\u00f4ng ti\u1ebfp x\u00fac, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 x\u00e2y d\u1ef1ng quy tr\u00ecnh v\u1eadn h\u00e0nh kh\u00e9p k\u00edn, trong \u0111\u00f3 camera h\u1ed3ng ngo\u1ea1i li\u00ean t\u1ee5c thu nh\u1eadn h\u00ecnh \u1ea3nh nhi\u1ec7t c\u1ee7a v\u1eadt nu\u00f4i, sau \u0111\u00f3 chuy\u1ec3n to\u00e0n b\u1ed9 d\u1eef li\u1ec7u \u0111\u1ebfn ph\u1ea7n m\u1ec1m \u0111\u1ec3 ph\u00e2n t\u00edch b\u1eb1ng c\u00e1c thu\u1eadt to\u00e1n AI. Theo quy tr\u00ecnh n\u00e0y, h\u1ec7 th\u1ed1ng tr\u01b0\u1edbc ti\u00ean x\u00e1c \u0111\u1ecbnh v\u1ecb tr\u00ed c\u1ee7a l\u1ee3n trong chu\u1ed3ng, nh\u1eadn di\u1ec7n \u0111\u01b0\u1eddng vi\u1ec1n c\u01a1 th\u1ec3 v\u00e0 \u0111o nhi\u1ec7t \u0111\u1ed9 b\u1ec1 m\u1eb7t t\u1ea1i c\u00e1c v\u00f9ng kh\u00e1c nhau. T\u1eeb d\u1eef li\u1ec7u thu \u0111\u01b0\u1ee3c, thu\u1eadt to\u00e1n s\u1ebd x\u00e1c \u0111\u1ecbnh \u0111i\u1ec3m c\u00f3 nhi\u1ec7t \u0111\u1ed9 cao nh\u1ea5t \u0111\u1ec3 \u01b0\u1edbc t\u00ednh th\u00e2n nhi\u1ec7t c\u1ee7a con v\u1eadt, sau \u0111\u00f3 so s\u00e1nh v\u1edbi ng\u01b0\u1ee1ng \u0111\u00e3 \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp nh\u1eb1m ph\u00e2n lo\u1ea1i tr\u1ea1ng th\u00e1i b\u00ecnh th\u01b0\u1eddng hay b\u1ea5t th\u01b0\u1eddng.<\/p>\n

\"\"<\/a><\/p>\n

\u1ea2nh: TS. Nguy\u1ec5n Th\u00e1i H\u1ecdc v\u00e0 TS. \u0110\u1eb7ng H\u1eefu Anh cung c\u1ea5p<\/em><\/p>\n

 <\/p>\n

Khi ph\u00e1t hi\u1ec7n c\u00e1 th\u1ec3 c\u00f3 d\u1ea5u hi\u1ec7u t\u0103ng th\u00e2n nhi\u1ec7t, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng ph\u00e1t c\u1ea3nh b\u00e1o th\u00f4ng qua email ho\u1eb7c tin nh\u1eafn tr\u00ean \u0111i\u1ec7n tho\u1ea1i, \u0111\u1ed3ng th\u1eddi c\u00f3 th\u1ec3 k\u00edch ho\u1ea1t quy tr\u00ecnh t\u00e1ch \u0111\u00e0n theo thi\u1ebft k\u1ebf c\u1ee7a trang tr\u1ea1i. To\u00e0n b\u1ed9 d\u1eef li\u1ec7u v\u1ec1 h\u00ecnh \u1ea3nh, nhi\u1ec7t \u0111\u1ed9 v\u00e0 l\u1ecbch s\u1eed c\u1ea3nh b\u00e1o c\u0169ng \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef \u0111\u1ec3 ph\u1ee5c v\u1ee5 c\u00f4ng t\u00e1c theo d\u00f5i l\u00e2u d\u00e0i.<\/p>\n

 <\/p>\n

Nh\u00f3m nghi\u00ean c\u1ee9u cho bi\u1ebft h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng t\u1eeb t\u00e1m nh\u00f3m thi\u1ebft b\u1ecb ch\u00ednh, bao g\u1ed3m camera \u1ea3nh nhi\u1ec7t FLIR TG267, bo \u0111i\u1ec1u khi\u1ec3n Arduino UNO, b\u1ed9 \u0111i\u1ec1u khi\u1ec3n \u0111\u1ed9ng c\u01a1 TB6600, \u0111\u1ed9ng c\u01a1 b\u01b0\u1edbc gi\u00fap camera di chuy\u1ec3n d\u1ecdc c\u00e1c \u00f4 chu\u1ed3ng, c\u1ea3m bi\u1ebfn h\u1ed3ng ngo\u1ea1i \u0111\u1ecbnh v\u1ecb, module truy\u1ec1n d\u1eef li\u1ec7u SIM900A GSM\/GPRS c\u00f9ng h\u1ec7 th\u1ed1ng ngu\u1ed3n \u0111i\u1ec7n.<\/p>\n

\"\"<\/a><\/p>\n

\u1ea2nh: TS. Nguy\u1ec5n Th\u00e1i H\u1ecdc v\u00e0 TS. \u0110\u1eb7ng H\u1eefu Anh cung c\u1ea5p<\/em><\/p>\n

Tuy nhi\u00ean, theo TS. \u0110\u1eb7ng H\u1eefu Anh, ph\u1ea7n l\u1edbn c\u00e1c thi\u1ebft b\u1ecb \u0111\u1ec1u c\u00f3 th\u1ec3 mua s\u1eb5n tr\u00ean th\u1ecb tr\u01b0\u1eddng, trong khi gi\u00e1 tr\u1ecb c\u1ed1t l\u00f5i c\u1ee7a h\u1ec7 th\u1ed1ng n\u1eb1m \u1edf ph\u1ea7n m\u1ec1m do nh\u00f3m t\u1ef1 ph\u00e1t tri\u1ec3n, c\u00f3 kh\u1ea3 n\u0103ng chuy\u1ec3n \u0111\u1ed5i t\u00edn hi\u1ec7u nhi\u1ec7t th\u00e0nh gi\u00e1 tr\u1ecb th\u00e2n nhi\u1ec7t ph\u1ee5c v\u1ee5 gi\u00e1m s\u00e1t s\u1ee9c kh\u1ecfe \u0111\u00e0n l\u1ee3n.<\/p>\n

 <\/p>\n

Thu\u1eadt to\u00e1n AI gi\u00fap lo\u1ea1i b\u1ecf nhi\u1ec5u trong m\u00f4i tr\u01b0\u1eddng chu\u1ed3ng nu\u00f4i<\/strong><\/p>\n

 <\/p>\n

M\u1ed9t trong nh\u1eefng kh\u00f3 kh\u0103n l\u1edbn khi \u1ee9ng d\u1ee5ng \u1ea3nh nhi\u1ec7t trong ch\u0103n nu\u00f4i l\u00e0 m\u00f4i tr\u01b0\u1eddng chu\u1ed3ng lu\u00f4n t\u1ed3n t\u1ea1i nhi\u1ec1u ngu\u1ed3n ph\u00e1t nhi\u1ec7t kh\u00e1c ngo\u00e0i v\u1eadt nu\u00f4i, \u0111i\u1ec3n h\u00ecnh nh\u01b0 \u0111\u00e8n s\u01b0\u1edfi ho\u1eb7c c\u00e1c thi\u1ebft b\u1ecb gi\u1eef \u1ea5m. N\u1ebfu kh\u00f4ng x\u1eed l\u00fd t\u1ed1t, h\u1ec7 th\u1ed1ng r\u1ea5t d\u1ec5 nh\u1ea7m l\u1eabn c\u00e1c ngu\u1ed3n nhi\u1ec7t n\u00e0y v\u1edbi l\u1ee3n, d\u1eabn \u0111\u1ebfn sai l\u1ec7ch trong qu\u00e1 tr\u00ecnh gi\u00e1m s\u00e1t.<\/p>\n

 <\/p>\n

\u0110\u1ec3 kh\u1eafc ph\u1ee5c v\u1ea5n \u0111\u1ec1 \u0111\u00f3, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 x\u00e2y d\u1ef1ng thu\u1eadt to\u00e1n d\u1ef1a tr\u00ean \u0111\u1eb7c \u0111i\u1ec3m kh\u00e1c bi\u1ec7t gi\u1eefa v\u1eadt th\u1ec3 s\u1ed1ng v\u00e0 ngu\u1ed3n nhi\u1ec7t t\u0129nh. Trong khi l\u1ee3n lu\u00f4n di chuy\u1ec3n th\u00ec \u0111\u00e8n s\u01b0\u1edfi g\u1ea7n nh\u01b0 \u0111\u1ee9ng y\u00ean, nh\u1edd v\u1eady h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n chuy\u1ec3n \u0111\u1ed9ng \u0111\u1ec3 lo\u1ea1i b\u1ecf c\u00e1c t\u00edn hi\u1ec7u g\u00e2y nhi\u1ec5u.<\/p>\n

 <\/p>\n

Quy tr\u00ecnh x\u1eed l\u00fd g\u1ed3m b\u1ed1n b\u01b0\u1edbc ch\u00ednh: thu nh\u1eadn chu\u1ed7i video \u1ea3nh h\u1ed3ng ngo\u1ea1i, \u00e1p d\u1ee5ng thu\u1eadt to\u00e1n Frame Difference \u0111\u1ec3 ph\u00e1t hi\u1ec7n chuy\u1ec3n \u0111\u1ed9ng, s\u1eed d\u1ee5ng ng\u01b0\u1ee1ng th\u00edch \u1ee9ng nh\u1eb1m t\u00e1ch \u0111\u01b0\u1eddng vi\u1ec1n c\u1ee7a v\u1eadt nu\u00f4i v\u00e0 cu\u1ed1i c\u00f9ng tr\u00edch xu\u1ea5t v\u00f9ng c\u00f3 nhi\u1ec7t \u0111\u1ed9 cao nh\u1ea5t \u0111\u1ec3 \u01b0\u1edbc t\u00ednh th\u00e2n nhi\u1ec7t.<\/p>\n

 <\/p>\n

Theo nh\u00f3m nghi\u00ean c\u1ee9u, vi\u1ec7c so s\u00e1nh c\u00e1c \u0111i\u1ec3m \u1ea3nh li\u00ean ti\u1ebfp gi\u00fap h\u1ec7 th\u1ed1ng ch\u1ec9 gi\u1eef l\u1ea1i nh\u1eefng v\u00f9ng c\u00f3 s\u1ef1 thay \u0111\u1ed5i v\u1ecb tr\u00ed, qua \u0111\u00f3 t\u1ef1 \u0111\u1ed9ng lo\u1ea1i b\u1ecf c\u00e1c ngu\u1ed3n nhi\u1ec7t c\u1ed1 \u0111\u1ecbnh trong chu\u1ed3ng nu\u00f4i. \u0110\u00e2y l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng gi\u00fap n\u00e2ng cao \u0111\u1ed9 tin c\u1eady c\u1ee7a k\u1ebft qu\u1ea3 gi\u00e1m s\u00e1t.<\/p>\n

 <\/p>\n

K\u1ebft qu\u1ea3 th\u1eed nghi\u1ec7m cho th\u1ea5y kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t li\u00ean t\u1ee5c 24 gi\u1edd m\u1ed7i ng\u00e0y<\/strong><\/p>\n

 <\/p>\n

H\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m t\u1ea1i m\u1ed9t trang tr\u1ea1i ch\u0103n nu\u00f4i v\u1edbi quy m\u00f4 v\u1eeba, s\u1eed d\u1ee5ng camera FLIR E8-XT c\u00f3 \u0111\u1ed9 ph\u00e2n gi\u1ea3i 320\u00d7240 pixel v\u00e0 t\u1ea7n s\u1ed1 ghi h\u00ecnh 9Hz. Camera \u0111\u01b0\u1ee3c l\u1eafp tr\u00ean thanh ray di chuy\u1ec3n qua ba \u00f4 chu\u1ed3ng li\u1ec1n k\u1ec1, trong khi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c m\u00e1y t\u00ednh x\u1eed l\u00fd t\u1ef1 \u0111\u1ed9ng v\u1edbi t\u1ea7n su\u1ea5t ch\u1ee5p m\u1ed9t \u1ea3nh sau m\u1ed7i b\u1ed1n gi\u00e2y. Nghi\u00ean c\u1ee9u \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh tr\u00ean 15 c\u00e1 th\u1ec3 l\u1ee3n thu\u1ed9c hai gi\u1ed1ng Landrace v\u00e0 Yorkshire.<\/p>\n

 <\/p>\n

K\u1ebft qu\u1ea3 cho th\u1ea5y h\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n v\u1eadt nu\u00f4i tr\u00ean \u1ea3nh nhi\u1ec7t v\u1edbi \u0111\u1ed9 tin c\u1eady dao \u0111\u1ed9ng t\u1eeb 0,80 \u0111\u1ebfn 0,92. \u0110\u1ed3ng th\u1eddi, ph\u1ea7n m\u1ec1m c\u0169ng chuy\u1ec3n \u0111\u1ed5i th\u00e0nh c\u00f4ng d\u1eef li\u1ec7u \u1ea3nh nhi\u1ec7t sang gi\u00e1 tr\u1ecb th\u00e2n nhi\u1ec7t c\u1ee5 th\u1ec3 \u0111\u1ec3 ph\u1ee5c v\u1ee5 gi\u00e1m s\u00e1t.<\/p>\n

 <\/p>\n

Khi so s\u00e1nh gi\u1eefa nh\u00f3m \u0111\u1ed1i ch\u1ee9ng v\u00e0 nh\u00f3m b\u1ecb stress nhi\u1ec7t, nh\u00f3m nghi\u00ean c\u1ee9u ghi nh\u1eadn s\u1ef1 kh\u00e1c bi\u1ec7t r\u00f5 r\u1ec7t v\u1ec1 nhi\u1ec7t \u0111\u1ed9. Nh\u00f3m ch\u1ecbu stress nhi\u1ec7t c\u00f3 nhi\u1ec7t \u0111\u1ed9 trung b\u00ecnh 37,4\u00b0C v\u00e0 nhi\u1ec7t \u0111\u1ed9 cao nh\u1ea5t \u0111\u1ea1t 39,5\u00b0C, trong khi nh\u00f3m \u0111\u1ed1i ch\u1ee9ng ch\u1ec9 \u0111\u1ea1t m\u1ee9c trung b\u00ecnh 35,4\u00b0C v\u00e0 nhi\u1ec7t \u0111\u1ed9 cao nh\u1ea5t 38,3\u00b0C. Hi\u1ec7n t\u01b0\u1ee3ng t\u0103ng th\u00e2n nhi\u1ec7t ch\u1ee7 y\u1ebfu xu\u1ea5t hi\u1ec7n \u1edf v\u00f9ng \u0111\u1ea7u c\u1ee7a l\u1ee3n.<\/p>\n

\"\"<\/a><\/p>\n

\u1ea2nh: TS. Nguy\u1ec5n Th\u00e1i H\u1ecdc v\u00e0 TS. \u0110\u1eb7ng H\u1eefu Anh cung c\u1ea5p<\/em><\/p>\n

 <\/p>\n

Khi ph\u00e1t hi\u1ec7n c\u00e1 th\u1ec3 b\u1ea5t th\u01b0\u1eddng, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng g\u1eedi c\u1ea3nh b\u00e1o k\u00e8m theo \u1ea3nh nhi\u1ec7t v\u00e0 th\u00f4ng tin nhi\u1ec7t \u0111\u1ed9 \u0111\u1ebfn ng\u01b0\u1eddi qu\u1ea3n l\u00fd. \u0110\u1ed3ng th\u1eddi, \u1ea3nh nhi\u1ec7t, video, l\u1ecbch s\u1eed nhi\u1ec7t \u0111\u1ed9 t\u1eebng v\u00f9ng c\u01a1 th\u1ec3 c\u0169ng nh\u01b0 to\u00e0n b\u1ed9 nh\u1eadt k\u00fd c\u1ea3nh b\u00e1o \u0111\u1ec1u \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef c\u00f3 c\u1ea5u tr\u00fac \u0111\u1ec3 ph\u1ee5c v\u1ee5 truy xu\u1ea5t v\u00e0 ph\u00e2n t\u00edch trong th\u1eddi gian d\u00e0i.<\/p>\n

 <\/p>\n

TS. \u0110\u1eb7ng H\u1eefu Anh nh\u1ea5n m\u1ea1nh, h\u1ec7 th\u1ed1ng kh\u00f4ng thay th\u1ebf vai tr\u00f2 c\u1ee7a con ng\u01b0\u1eddi m\u00e0 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi ch\u0103n nu\u00f4i gi\u00e1m s\u00e1t \u0111\u00e0n v\u1eadt nu\u00f4i hi\u1ec7u qu\u1ea3 h\u01a1n. Thay v\u00ec ph\u1ea3i ki\u1ec3m tra th\u1ee7 c\u00f4ng nhi\u1ec1u l\u1ea7n m\u1ed7i ng\u00e0y, ng\u01b0\u1eddi qu\u1ea3n l\u00fd ch\u1ec9 c\u1ea7n ti\u1ebfp nh\u1eadn c\u1ea3nh b\u00e1o khi h\u1ec7 th\u1ed1ng ph\u00e1t hi\u1ec7n l\u1ee3n c\u00f3 d\u1ea5u hi\u1ec7u s\u1ed1t, t\u1eeb \u0111\u00f3 ti\u1ebfn h\u00e0nh ki\u1ec3m tra v\u00e0 x\u1eed l\u00fd k\u1ecbp th\u1eddi.<\/p>\n

 <\/p>\n

Ti\u1ec1m n\u0103ng l\u1edbn nh\u01b0ng v\u1eabn c\u00f2n nh\u1eefng r\u00e0o c\u1ea3n c\u1ea7n v\u01b0\u1ee3t qua<\/strong><\/p>\n

 <\/p>\n

Nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e1nh gi\u00e1 vi\u1ec7c k\u1ebft h\u1ee3p c\u00f4ng ngh\u1ec7 \u1ea3nh nhi\u1ec7t v\u1edbi c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y \u0111\u00e3 m\u1edf ra h\u01b0\u1edbng ti\u1ebfp c\u1eadn m\u1edbi trong gi\u00e1m s\u00e1t s\u1ee9c kh\u1ecfe v\u1eadt nu\u00f4i theo h\u01b0\u1edbng t\u1ef1 \u0111\u1ed9ng, kh\u00f4ng ti\u1ebfp x\u00fac v\u00e0 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. Gi\u1ea3i ph\u00e1p n\u00e0y ph\u00f9 h\u1ee3p v\u1edbi xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n ch\u0103n nu\u00f4i ch\u00ednh x\u00e1c, \u0111\u1ed3ng th\u1eddi g\u00f3p ph\u1ea7n t\u0103ng c\u01b0\u1eddng an to\u00e0n sinh h\u1ecdc th\u00f4ng qua vi\u1ec7c h\u1ea1n ch\u1ebf t\u1ed1i \u0111a ti\u1ebfp x\u00fac tr\u1ef1c ti\u1ebfp gi\u1eefa con ng\u01b0\u1eddi v\u00e0 v\u1eadt nu\u00f4i.<\/p>\n

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B\u00ean c\u1ea1nh nh\u1eefng k\u1ebft qu\u1ea3 t\u00edch c\u1ef1c, nghi\u00ean c\u1ee9u c\u0169ng ch\u1ec9 ra m\u1ed9t s\u1ed1 h\u1ea1n ch\u1ebf c\u1ea7n ti\u1ebfp t\u1ee5c ho\u00e0n thi\u1ec7n. Do \u0111\u1ed9 ph\u00e2n gi\u1ea3i c\u1ee7a thi\u1ebft b\u1ecb thu th\u1eadp \u1ea3nh nhi\u1ec7t c\u00f2n h\u1ea1n ch\u1ebf, hi\u1ec7u qu\u1ea3 nh\u1eadn di\u1ec7n c\u1ee7a thu\u1eadt to\u00e1n AI hi\u1ec7n \u0111\u1ea1t kho\u1ea3ng 70\u201389%, cho th\u1ea5y v\u1eabn c\u00f2n d\u01b0 \u0111\u1ecba \u0111\u1ec3 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c khi ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n.<\/p>\n

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Ngo\u00e0i ra, hi\u1ec7u qu\u1ea3 c\u1ee7a h\u1ec7 th\u1ed1ng c\u00f2n ch\u1ecbu \u1ea3nh h\u01b0\u1edfng b\u1edfi \u0111i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng trong chu\u1ed3ng nu\u00f4i. Nhi\u1ec7t \u0111\u1ed9 qu\u00e1 cao, b\u1ee5i b\u1ea9n b\u00e1m tr\u00ean k\u00ednh b\u1ea3o v\u1ec7 camera ho\u1eb7c thi\u1ebft k\u1ebf chu\u1ed3ng kh\u00e1c nhau \u0111\u1ec1u c\u00f3 th\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng h\u00ecnh \u1ea3nh v\u00e0 k\u1ebft qu\u1ea3 nh\u1eadn di\u1ec7n. B\u00ean c\u1ea1nh \u0111\u00f3, chi ph\u00ed \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u cho camera \u1ea3nh nhi\u1ec7t v\u1eabn l\u00e0 r\u00e0o c\u1ea3n khi\u1ebfn c\u00f4ng ngh\u1ec7 n\u00e0y ch\u01b0a d\u1ec5 d\u00e0ng ti\u1ebfp c\u1eadn \u0111\u1ed1i v\u1edbi c\u00e1c h\u1ed9 ch\u0103n nu\u00f4i quy m\u00f4 nh\u1ecf.<\/p>\n

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D\u00f9 v\u1eady, theo TS. \u0110\u1eb7ng H\u1eefu Anh, c\u00f4ng ngh\u1ec7 \u1ea3nh nhi\u1ec7t \u0111\u00e3 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng t\u1ea1i nhi\u1ec1u qu\u1ed1c gia tr\u00ean th\u1ebf gi\u1edbi. Vi\u1ec7c ti\u1ebfp t\u1ee5c nghi\u00ean c\u1ee9u \u0111\u1ec3 ho\u00e0n thi\u1ec7n thu\u1eadt to\u00e1n, n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng thi\u1ebft b\u1ecb v\u00e0 gi\u1ea3m gi\u00e1 th\u00e0nh s\u1ebd t\u1ea1o \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 c\u00e1c trang tr\u1ea1i trong n\u01b0\u1edbc t\u1eebng b\u01b0\u1edbc ti\u1ebfp c\u1eadn nh\u1eefng c\u00f4ng c\u1ee5 gi\u00e1m s\u00e1t hi\u1ec7n \u0111\u1ea1i, g\u00f3p ph\u1ea7n n\u00e2ng cao hi\u1ec7u qu\u1ea3 qu\u1ea3n l\u00fd \u0111\u00e0n v\u1eadt nu\u00f4i v\u00e0 ch\u1ee7 \u0111\u1ed9ng h\u01a1n trong c\u00f4ng t\u00e1c ph\u00f2ng, ch\u1ed1ng d\u1ecbch b\u1ec7nh.<\/p>\n

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Ch\u0103n nu\u00f4i Vi\u1ec7t Nam<\/strong><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"

Trong b\u1ed1i c\u1ea3nh ng\u00e0nh ch\u0103n nu\u00f4i l\u1ee3n ph\u00e1t tri\u1ec3n theo h\u01b0\u1edbng quy m\u00f4 c\u00f4ng nghi\u1ec7p v\u00e0 chuy\u1ec3n \u0111\u1ed5i s\u1ed1, vi\u1ec7c gi\u00e1m s\u00e1t s\u1ee9c kh\u1ecfe \u0111\u00e0n v\u1eadt nu\u00f4i li\u00ean t\u1ee5c, ch\u00ednh x\u00e1c v\u00e0 h\u1ea1n ch\u1ebf ti\u1ebfp x\u00fac tr\u1ef1c ti\u1ebfp \u0111ang tr\u1edf … \u0110\u1ecdc th\u00eam<\/a><\/p>\n","protected":false},"author":722,"featured_media":8173,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"sfsi_plus_gutenberg_text_before_share":"","sfsi_plus_gutenberg_show_text_before_share":"","sfsi_plus_gutenberg_icon_type":"","sfsi_plus_gutenberg_icon_alignemt":"","sfsi_plus_gutenburg_max_per_row":"","footnotes":""},"categories":[27,89],"tags":[1128,1130,125,1129],"class_list":["post-8172","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-industry-news","tag-cong-nghe-anh-nhiet","tag-giam-sat-dich-benh","tag-thuoc-thu-y","tag-ung-dung-ai"],"_links":{"self":[{"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/posts\/8172","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/users\/722"}],"replies":[{"embeddable":true,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/comments?post=8172"}],"version-history":[{"count":1,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/posts\/8172\/revisions"}],"predecessor-version":[{"id":8174,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/posts\/8172\/revisions\/8174"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/media\/8173"}],"wp:attachment":[{"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/media?parent=8172"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/categories?post=8172"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/tags?post=8172"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}