{"id":54130,"date":"2025-12-09T08:54:59","date_gmt":"2025-12-09T01:54:59","guid":{"rendered":"https:\/\/www.oucru.org\/ai-for-dengue-monitoring-and-prediction\/"},"modified":"2025-12-20T11:33:47","modified_gmt":"2025-12-20T04:33:47","slug":"oucru-thu-nghiem-thiet-bi-ai-nham-canh-bao-som-nguy-co-sot-xuat-huyet-nang","status":"publish","type":"post","link":"https:\/\/www.oucru.org\/vi\/oucru-thu-nghiem-thiet-bi-ai-nham-canh-bao-som-nguy-co-sot-xuat-huyet-nang\/","title":{"rendered":"OUCRU th\u1eed nghi\u1ec7m thi\u1ebft b\u1ecb AI nh\u1eb1m c\u1ea3nh b\u00e1o s\u1edbm nguy c\u01a1 s\u1ed1t xu\u1ea5t huy\u1ebft n\u1eb7ng"},"content":{"rendered":"\n

Vi\u1ec7t Nam hi\u1ec7n l\u00e0 m\u1ed9t trong nh\u1eefng \u0111i\u1ec3m n\u00f3ng s\u1ed1t xu\u1ea5t huy\u1ebft c\u1ee7a khu v\u1ef1c. T\u1eeb \u0111\u1ea7u n\u0103m \u0111\u1ebfn h\u1ebft th\u00e1ng 10\/2025, c\u1ea3 n\u01b0\u1edbc ghi nh\u1eadn 110.503 ca m\u1eafc v\u00e0 23 ca t\u1eed vong, \u0111\u01b0a t\u1ef7 l\u1ec7 m\u1eafc c\u1ee7a Vi\u1ec7t Nam v\u00e0o nh\u00f3m cao nh\u1ea5t \u0110\u00f4ng Nam \u00c1. <\/p>\n\n\n\n

S\u1ed1t xu\u1ea5t huy\u1ebft c\u00f3 b\u1ec7nh c\u1ea3nh r\u1ea5t \u0111a d\u1ea1ng, trong khi ch\u01b0a c\u00f3 thu\u1ed1c \u0111i\u1ec1u tr\u1ecb \u0111\u1eb7c hi\u1ec7u, t\u1ef7 l\u1ec7 m\u1eafc \u1edf ng\u01b0\u1eddi l\u1edbn v\u00e0 ng\u01b0\u1eddi cao tu\u1ed5i ng\u00e0y c\u00e0ng t\u0103ng khi\u1ebfn vi\u1ec7c theo d\u00f5i tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n. D\u00f9 ch\u1ec9 5\u201310% b\u1ec7nh nh\u00e2n di\u1ec5n ti\u1ebfn n\u1eb7ng, nh\u01b0ng hi\u1ec7n nay b\u00e1c s\u0129 ch\u01b0a th\u1ec3 x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c tr\u01b0\u1eddng h\u1ee3p b\u1ec7nh nh\u00e2n thu\u1ed9c nh\u00f3m nguy c\u01a1, v\u00ec v\u1eady vi\u1ec7c nh\u1eadp vi\u1ec7n v\u00e0 theo d\u00f5i s\u00e1t v\u1eabn \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t. <\/p>\n\n\n\n

B\u00e1o c\u00e1o t\u1ea1i h\u1ed9i ngh\u1ecb, TS.BS H\u1ed3 Quang Ch\u00e1nh,<\/a> Tr\u01b0\u1edfng Nh\u00f3m nghi\u00ean c\u1ee9u S\u1ed1t xu\u1ea5t huy\u1ebft dengue <\/a>t\u1ea1i OUCRU cho bi\u1ebft, m\u1ed9t trong nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn l\u00e0 kh\u00f4ng th\u1ec3 \u0111o tr\u1ef1c ti\u1ebfp m\u1ee9c \u0111\u1ed9 tho\u00e1t huy\u1ebft t\u01b0\u01a1ng (c\u01a1 ch\u1ebf d\u1eabn \u0111\u1ebfn s\u1ed1c) c\u1ee7a b\u1ec7nh nh\u00e2n. Vi\u1ec7c theo d\u00f5i x\u00e2m l\u1ea5n c\u00f3 th\u1ec3 g\u00e2y ch\u1ea3y m\u00e1u \u1edf b\u1ec7nh nh\u00e2n s\u1ed1t xu\u1ea5t huy\u1ebft n\u00ean nhu c\u1ea7u v\u1ec1 ph\u01b0\u01a1ng ph\u00e1p theo d\u00f5i an to\u00e0n, kh\u00f4ng x\u00e2m l\u1ea5n ng\u00e0y c\u00e0ng c\u1ea5p thi\u1ebft. <\/p>\n\n\n\n

T\u1eeb th\u1ef1c t\u1ebf n\u00e0y, OUCRU v\u00e0 B\u1ec7nh vi\u1ec7n B\u1ec7nh Nhi\u1ec7t \u0111\u1edbi TPHCM,\u0111\u00e3 nghi\u00ean c\u1ee9u c\u00e1c thi\u1ebft b\u1ecb \u0111eo theo d\u00f5i kh\u00f4ng x\u00e2m l\u1ea5n v\u00e0 x\u00e2y d\u1ef1ng c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh l\u00e2m s\u00e0ng d\u1ef1a tr\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI).<\/p>\n\n\n\n

\"\"
TS.BS H\u1ed3 Quang Ch\u00e1nh \u2013 Tr\u01b0\u1edfng nh\u00f3m S\u1ed1t xu\u1ea5t huy\u1ebft Dengue, \u0110\u01a1n v\u1ecb Nghi\u00ean c\u1ee9u L\u00e2m s\u00e0ng \u0110\u1ea1i h\u1ecdc Oxford (OUCRU), B\u1ec7nh vi\u1ec7n B\u1ec7nh Nhi\u1ec7t \u0111\u1edbi TPHCM<\/em><\/figcaption><\/figure>\n\n\n\n

K\u1ebft qu\u1ea3 kh\u1ea3o s\u00e1t cho th\u1ea5y th\u1ec3 t\u00edch nh\u00e1t b\u00f3p c\u00f3 th\u1ec3 c\u1ea3nh b\u00e1o di\u1ec5n ti\u1ebfn n\u1eb7ng s\u1edbm h\u01a1n nhi\u1ec1u gi\u1edd so v\u1edbi t\u1ee5t huy\u1ebft \u00e1p. \u0110\u1eb7c bi\u1ec7t, thi\u1ebft b\u1ecb \u0111o tr\u1edf kh\u00e1ng v\u1edbi hai c\u1ea3m bi\u1ebfn \u0111\u1eb7t \u1edf c\u1ed5 tay v\u00e0 c\u1ed5 ch\u00e2n cho \u0111\u1ed9 ch\u00ednh x\u00e1c g\u1ea7n t\u01b0\u01a1ng \u0111\u01b0\u01a1ng si\u00eau \u00e2m. Khi chuy\u1ec3n sang nghi\u00ean c\u1ee9u s\u00f3ng PPG \u2013 k\u1ef9 thu\u1eadt \u0111o bi\u1ebfn thi\u00ean th\u1ec3 t\u00edch b\u1eb1ng \u00e1nh s\u00e1ng tr\u00ean b\u1ec7nh nh\u00e2n s\u1ed1t xu\u1ea5t huy\u1ebft, m\u00f4 h\u00ecnh Transformer k\u1ebft h\u1ee3p d\u1eef li\u1ec7u PPG v\u00e0 l\u00e2m s\u00e0ng d\u1ef1 \u0111o\u00e1n di\u1ec5n ti\u1ebfn n\u1eb7ng tr\u01b0\u1edbc 2 gi\u1edd v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c kho\u1ea3ng 80%.
<\/p>\n\n\n\n

Song song, nh\u00f3m h\u1ee3p t\u00e1c c\u00f9ng c\u00e1c k\u1ef9 s\u01b0 t\u1eeb tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Imperial London<\/a> \u0111\u1ec3 ph\u00e1t tri\u1ec3n thi\u1ebft b\u1ecb \u0111eo D-SCAPE s\u1eed d\u1ee5ng nhi\u1ec1u b\u01b0\u1edbc s\u00f3ng \u00e1nh s\u00e1ng \u0111\u1ec3 \u0111o huy\u1ebft \u00e1p v\u00e0 th\u00f4ng s\u1ed1 huy\u1ebft \u0111\u1ed9ng. Phi\u00ean b\u1ea3n g\u1ecdn nh\u1eb9 \u0111eo tay d\u1ef1 ki\u1ebfn s\u1eb5n s\u00e0ng cho th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng trong n\u0103m t\u1edbi. <\/p>\n\n\n\n

\"\"
Thi\u1ebft b\u1ecb theo d\u00f5i s\u1ed1t xu\u1ea5t huy\u1ebft \u0111eo tay D-SCAPE \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m tr\u00ean b\u1ec7nh nh\u00e2n t\u1ea1i B\u1ec7nh vi\u1ec7n Nhi\u1ec7t \u0110\u1edbi TpHCM. H\u00ecnh \u1ea3nh: OUCRU (2025) <\/em><\/figcaption><\/figure>\n\n\n\n

Tr\u00ean h\u01b0\u1edbng h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh l\u00e2m s\u00e0ng, nh\u00f3m \u0111\u00e3 x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh AI d\u1ef1a tr\u00ean d\u1eef li\u1ec7u s\u1ed1t xu\u1ea5t huy\u1ebft h\u01a1n 20 n\u0103m t\u1ea1i Vi\u1ec7t Nam. Kh\u00e1c v\u1edbi c\u00e1c m\u00f4 h\u00ecnh c\u0169 ch\u1ee7 y\u1ebfu d\u1ef1a tr\u00ean d\u1eef li\u1ec7u tr\u1ebb em, m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u m\u1edbi \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c kho\u1ea3ng 80% v\u00e0 duy tr\u00ec hi\u1ec7u n\u0103ng tr\u00ean b\u1ed9 d\u1eef li\u1ec7u \u0111\u1ed9c l\u1eadp. <\/p>\n\n\n\n

TS.BS H\u1ed3 Quang Ch\u00e1nh cho bi\u1ebft: “Tuy nhi\u00ean, nghi\u00ean c\u1ee9u \u0111\u1ecbnh t\u00ednh cho th\u1ea5y nh\u00e2n vi\u00ean y t\u1ebf c\u1ea7n c\u00f4ng c\u1ee5 th\u00edch h\u1ee3p, d\u1ec5 s\u1eed d\u1ee5ng v\u00e0 ph\u00f9 h\u1ee3p quy tr\u00ecnh b\u1ec7nh vi\u1ec7n, thay v\u00ec ch\u1ec9 m\u1ed9t m\u00f4 h\u00ecnh d\u1ef1 \u0111o\u00e1n. Ch\u1ec9 khi c\u00f4ng c\u1ee5 ph\u00f9 h\u1ee3p v\u1edbi th\u1ef1c h\u00e0nh th\u1ef1c t\u1ebf, vi\u1ec7c qu\u1ea3n l\u00fd b\u1ec7nh nh\u00e2n s\u1ed1t xu\u1ea5t huy\u1ebft m\u1edbi c\u00f3 th\u1ec3 t\u1ea1o ra \u0111\u1ed9t ph\u00e1. V\u1eady n\u00ean, c\u00f4ng c\u1ee5 n\u00e0y c\u1ea7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf t\u00edch h\u1ee3p m\u00f4 h\u00ecnh ti\u00ean \u0111o\u00e1n, ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb, t\u00ednh to\u00e1n c\u00e2n n\u1eb7ng hi\u1ec7u ch\u1ec9nh v\u00e0 c\u00e1c ti\u1ec7n \u00edch h\u1ed7 tr\u1ee3 kh\u00e1c”.<\/p>\n\n\n\n

D\u1ef1 \u00e1n \u201cD-scape – Thi\u1ebft b\u1ecb ph\u00e2n lo\u1ea1i v\u00e0 ti\u00ean \u0111o\u00e1n s\u1ed1c S\u1ed1t xu\u1ea5t huy\u1ebft Dengue\u201d <\/a>\u0111\u00e3 \u0111\u01b0\u1ee3c OUCRU tri\u1ec3n khai nghi\u00ean c\u1ee9u t\u1eeb n\u0103m 2022 v\u00e0 m\u1edbi \u0111\u00e2y ti\u1ebfp t\u1ee5c nh\u1eadn \u0111\u01b0\u1ee3c ngu\u1ed3n t\u00e0i tr\u1ee3 t\u1eeb LifeArc<\/a>. Trong th\u1eddi gian t\u1edbi, OUCRU s\u1ebd ti\u1ebfp t\u1ee5c nghi\u00ean c\u1ee9u nh\u1eb1m n\u00e2ng cao hi\u1ec7u n\u0103ng thi\u1ebft b\u1ecb, tinh ch\u1ec9nh c\u00e1c t\u00ednh n\u0103ng v\u00e0 t\u1ed1i \u01b0u kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p v\u00e0o th\u1ef1c h\u00e0nh l\u00e2m s\u00e0ng t\u1ea1i Vi\u1ec7t Nam. <\/p>\n\n\n\n

Ngu\u1ed3n: https:\/\/moh.gov.vn\/tin-tong-hop\/-\/asset_publisher\/k206Q9qkZOqn\/content\/sot-xuat-huyet-dengue-la-nguy-co-voi-moi-lua-tuoi-chu-khong-rieng-tre-em?inheritRedirect=false<\/a><\/p>\n\n\n\n

<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

C\u00e1c \u1ee9ng d\u1ee5ng AI trong theo d\u00f5i v\u00e0 ti\u00ean l\u01b0\u1ee3ng s\u1ed1t xu\u1ea5t huy\u1ebft cho th\u1ea5y nhi\u1ec1u t\u00edn hi\u1ec7u kh\u1ea3 quan, v\u1edbi m\u00f4 h\u00ecnh m\u1edbi \u0111\u1ea1t kho\u1ea3ng 80% \u0111\u1ed9 ch\u00ednh x\u00e1c khi d\u1ef1 b\u00e1o di\u1ec5n ti\u1ebfn n\u1eb7ng tr\u01b0\u1edbc 2 gi\u1edd. \u0110\u01a1n v\u1ecb Nghi\u00ean c\u1ee9u L\u00e2m s\u00e0ng \u0110\u1ea1i h\u1ecdc Oxford (OUCRU) \u0111\u00e3 tr\u00ecnh b\u00e0y nh\u1eefng k\u1ebft qu\u1ea3 n\u00e0y t\u1ea1i H\u1ed9i ngh\u1ecb Khoa h\u1ecdc To\u00e0n qu\u1ed1c v\u1ec1 S\u1ed1t xu\u1ea5t huy\u1ebft Dengue 2025 do Vi\u1ec7n Pasteur Th\u00e0nh ph\u1ed1 H\u1ed3 Ch\u00ed Minh t\u1ed5 ch\u1ee9c. <\/p>\n","protected":false},"author":39,"featured_media":54145,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":"","_wp_rev_ctl_limit":""},"categories":[291,229],"tags":[],"class_list":["post-54130","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-oucru-ho-chi-minh","category-tin-tuc"],"acf":[],"yoast_head":"\nOUCRU th\u1eed nghi\u1ec7m thi\u1ebft b\u1ecb AI nh\u1eb1m c\u1ea3nh b\u00e1o s\u1edbm nguy c\u01a1 s\u1ed1t xu\u1ea5t huy\u1ebft n\u1eb7ng - 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