{"id":48065,"date":"2026-05-14T00:00:26","date_gmt":"2026-05-13T17:00:26","guid":{"rendered":"https:\/\/saigonbiz.com\/vn\/buoc-tien-moi-trong-giam-nguy-co-cat-cut-chi-duoi-o-benh-nhan-tieu-duong-nho-mo-hinh-ai-du-doan-rui-ro-moi\/"},"modified":"2026-05-14T00:00:26","modified_gmt":"2026-05-13T17:00:26","slug":"buoc-tien-moi-trong-giam-nguy-co-cat-cut-chi-duoi-o-benh-nhan-tieu-duong-nho-mo-hinh-ai-du-doan-rui-ro-moi","status":"publish","type":"post","link":"https:\/\/saigonbiz.com\/vn\/buoc-tien-moi-trong-giam-nguy-co-cat-cut-chi-duoi-o-benh-nhan-tieu-duong-nho-mo-hinh-ai-du-doan-rui-ro-moi\/","title":{"rendered":"B\u01b0\u1edbc ti\u1ebfn m\u1edbi trong gi\u1ea3m nguy c\u01a1 c\u1eaft c\u1ee5t chi d\u01b0\u1edbi \u1edf b\u1ec7nh nh\u00e2n ti\u1ec3u \u0111\u01b0\u1eddng nh\u1edd m\u00f4 h\u00ecnh AI d\u1ef1 \u0111o\u00e1n r\u1ee7i ro m\u1edbi"},"content":{"rendered":"
\n\n\n\n
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SINGAPORE, ng\u00e0y 14 th\u00e1ng 5 n\u0103m 2026 \/PRNewswire\/ — Ho\u1ea1t \u0111\u1ed9ng gi\u00e1m s\u00e1t c\u00e1 nh\u00e2n h\u00f3a theo m\u1ee9c \u0111\u1ed9 r\u1ee7i ro c\u00f3 th\u1ec3 s\u1edbm tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n d\u00e0nh cho b\u1ec7nh nh\u00e2n ti\u1ec3u \u0111\u01b0\u1eddng c\u00f3 nguy c\u01a1 cao ph\u1ea3i c\u1eaft c\u1ee5t chi d\u01b0\u1edbi (LEA). \u0110\u01b0\u1ee3c \u0111\u1ed3ng ph\u00e1t tri\u1ec3n b\u1edfi B\u1ec7nh vi\u1ec7n \u0110a khoa Singapore (SGH), SingHealth v\u00e0 V\u0103n ph\u00f2ng Chuy\u1ec3n \u0111\u1ed5i Y t\u1ebf thu\u1ed9c B\u1ed9 Y t\u1ebf Singapore (MOHT), m\u00f4 h\u00ecnh LEA \u2013 Neural Network Model (LEA-Net) \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o nh\u1eb1m h\u1ed7 tr\u1ee3 can thi\u1ec7p s\u1edbm h\u01a1n v\u00e0 gi\u1ea3m c\u00e1c ca c\u1eaft c\u1ee5t chi c\u00f3 th\u1ec3 tr\u00e1nh \u0111\u01b0\u1ee3c.<\/p>\n

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

LEA-Net \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nguy c\u01a1 c\u1eaft c\u1ee5t chi d\u01b0\u1edbi t\u1eeb ba \u0111\u1ebfn n\u0103m n\u0103m tr\u01b0\u1edbc khi b\u1ec7nh nh\u00e2n xu\u1ea5t hi\u1ec7n lo\u00e9t b\u00e0n ch\u00e2n v\u00e0 nhi\u1ec5m tr\u00f9ng, cho ph\u00e9p \u0111\u1ed9i ng\u0169 \u0111i\u1ec1u tr\u1ecb can thi\u1ec7p tr\u01b0\u1edbc khi x\u1ea3y ra t\u1ed5n th\u01b0\u01a1ng m\u00f4 kh\u00f4ng th\u1ec3 ph\u1ee5c h\u1ed3i. M\u00f4 h\u00ecnh ph\u00e2n lo\u1ea1i b\u1ec7nh nh\u00e2n th\u00e0nh nh\u00f3m nguy c\u01a1 th\u1ea5p v\u00e0 nguy c\u01a1 cao, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho c\u00e1c bi\u1ec7n ph\u00e1p can thi\u1ec7p c\u00f3 m\u1ee5c ti\u00eau v\u00e0 r\u00fat ng\u1eafn th\u1eddi gian ch\u1edd kh\u00e1m v\u1edbi c\u00e1c b\u00e1c s\u0129 chuy\u00ean khoa m\u1ea1ch m\u00e1u. T\u1ea1i Singapore, g\u1ea7n 9 trong 10 ng\u01b0\u1eddi t\u1eebng ph\u1ea3i c\u1eaft c\u1ee5t chi d\u01b0\u1edbi m\u1eafc b\u1ec7nh ti\u1ec3u \u0111\u01b0\u1eddng, v\u00e0 kho\u1ea3ng 85% tr\u01b0\u1eddng h\u1ee3p c\u00f3 ti\u1ec1n s\u1eed lo\u00e9t b\u00e0n ch\u00e2n tr\u01b0\u1edbc \u0111\u00f3.<\/p>\n

C\u1eaft c\u1ee5t chi d\u01b0\u1edbi c\u00f3 th\u1ec3 g\u00e2y ra nh\u1eefng t\u00e1c \u0111\u1ed9ng nghi\u00eam tr\u1ecdng, \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn kh\u1ea3 n\u0103ng v\u1eadn \u0111\u1ed9ng, t\u00ednh t\u1ef1 ch\u1ee7, c\u00e1c m\u1ed1i quan h\u1ec7 v\u00e0 s\u1ee9c kh\u1ecfe c\u1ee7a b\u1ec7nh nh\u00e2n. Nh\u1eefng ng\u01b0\u1eddi m\u1eafc ti\u1ec3u \u0111\u01b0\u1eddng ho\u1eb7c b\u1ec7nh l\u00fd m\u1ea1ch m\u00e1u t\u1eebng tr\u1ea3i qua c\u1eaft c\u1ee5t chi d\u01b0\u1edbi c\u0169ng \u0111\u1ed1i m\u1eb7t th\u00eam nguy c\u01a1 v\u1ec1 bi\u1ebfn ch\u1ee9ng v\u1ebft th\u01b0\u01a1ng v\u00e0 kh\u1ea3 n\u0103ng m\u1ea5t chi c\u00f2n l\u1ea1i. T\u00e1c \u0111\u1ed9ng v\u1ec1 m\u1eb7t t\u00e0i ch\u00ednh \u0111\u1ed1i v\u1edbi h\u1ec7 th\u1ed1ng y t\u1ebf c\u0169ng kh\u00f4ng k\u00e9m ph\u1ea7n nghi\u00eam tr\u1ecdng \u2014 c\u00e1c can thi\u1ec7p \u1edf giai \u0111o\u1ea1n s\u1edbm c\u00f3 chi ph\u00ed trung b\u00ecnh kho\u1ea3ng 25.000 USD, trong khi \u0111i\u1ec1u tr\u1ecb \u1edf giai \u0111o\u1ea1n mu\u1ed9n c\u00f3 th\u1ec3 v\u01b0\u1ee3t 40.000 \u0111\u1ebfn 50.000 USD cho m\u1ed7i b\u1ec7nh nh\u00e2n.<\/p>\n

B\u1ec7nh nh\u00e2n ti\u1ec3u \u0111\u01b0\u1eddng hi\u1ec7n \u0111\u01b0\u1ee3c t\u1ea7m so\u00e1t h\u1eb1ng n\u0103m v\u1ec1 s\u1ee9c kh\u1ecfe b\u00e0n ch\u00e2n, m\u1eaft v\u00e0 ch\u1ee9c n\u0103ng th\u1eadn, tuy nhi\u00ean t\u1ef7 l\u1ec7 tu\u00e2n th\u1ee7 t\u1ea7m so\u00e1t b\u00e0n ch\u00e2n ti\u1ec3u \u0111\u01b0\u1eddng v\u1eabn th\u1ea5p nh\u1ea5t trong ba h\u1ea1ng m\u1ee5c n\u00e0y. Nhi\u1ec1u ng\u01b0\u1eddi th\u01b0\u1eddng ch\u1ec9 t\u00ecm \u0111\u1ebfn ch\u0103m s\u00f3c y t\u1ebf khi \u0111\u00e3 xu\u1ea5t hi\u1ec7n v\u1ebft th\u01b0\u01a1ng ho\u1eb7c nhi\u1ec5m tr\u00f9ng, l\u00e0m gia t\u0103ng nguy c\u01a1 c\u1eaft c\u1ee5t chi c\u00f9ng c\u00e1c r\u1ee7i ro li\u00ean quan nh\u01b0 bi\u1ebfn ch\u1ee9ng ph\u1eabu thu\u1eadt v\u00e0 t\u1eed vong.<\/p>\n

LEA-Net \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n d\u1ef1a tr\u00ean d\u1eef li\u1ec7u \u1ea9n danh t\u1eeb h\u01a1n 830.000 h\u1ed3 s\u01a1 b\u1ec7nh nh\u00e2n c\u1ee7a SingHealth, bao g\u1ed3m th\u00f4ng tin nh\u00e2n kh\u1ea9u h\u1ecdc, t\u00ecnh tr\u1ea1ng l\u00e2m s\u00e0ng v\u00e0 k\u1ebft qu\u1ea3 x\u00e9t nghi\u1ec7m y khoa. Trong s\u1ed1 \u0111\u00f3, kho\u1ea3ng 250.000 h\u1ed3 s\u01a1 b\u1ec7nh nh\u00e2n \u0111\u01b0\u1ee3c t\u00e1ch ri\u00eang \u0111\u1ec3 x\u00e1c th\u1ef1c. M\u00f4 h\u00ecnh \u0111\u00e3 ch\u1ee9ng minh \u0111\u1ed9 nh\u1ea1y g\u1ea7n 80% v\u00e0 \u0111\u1ed9 \u0111\u1eb7c hi\u1ec7u x\u1ea5p x\u1ec9 90% trong d\u1ef1 \u0111o\u00e1n nguy c\u01a1 c\u1eaft c\u1ee5t chi d\u01b0\u1edbi, v\u01b0\u1ee3t tr\u1ed9i h\u01a1n c\u00e1c m\u00f4 h\u00ecnh tham chi\u1ebfu \u1edf c\u1ea3 hai ch\u1ec9 s\u1ed1.<\/p>\n

K\u1ebft qu\u1ea3 m\u00f4 h\u00ecnh cho th\u1ea5y c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c c\u00e1c b\u1ec7nh nh\u00e2n nguy c\u01a1 cao trong “giai \u0111o\u1ea1n v\u00e0ng” tr\u01b0\u1edbc khi lo\u00e9t v\u00e0 nhi\u1ec5m tr\u00f9ng ph\u00e1t tri\u1ec3n. \u0110i\u1ec1u n\u00e0y c\u0169ng ph\u1ea3n \u00e1nh s\u1ef1 chuy\u1ec3n d\u1ecbch sang ch\u0103m s\u00f3c d\u1ef1 ph\u00f2ng d\u1ef1a tr\u00ean d\u1eef li\u1ec7u theo \u0111\u1ecbnh h\u01b0\u1edbng c\u1ee7a s\u00e1ng ki\u1ebfn Healthier SG.<\/p>\n

LEA-Net \u0111\u00e3 gi\u00e0nh Gi\u1ea3i th\u01b0\u1edfng do kh\u00e1n gi\u1ea3 b\u00ecnh ch\u1ecdn t\u1ea1i H\u1ed9i ngh\u1ecb 2025 c\u1ee7a Li\u00ean hi\u1ec7p Qu\u1ed1c t\u1ebf v\u1ec1 \u0110o l\u01b0\u1eddng K\u1ebft qu\u1ea3 Y t\u1ebf (ICHOM) di\u1ec5n ra t\u1ea1i Dublin, Ireland. Nh\u00f3m nghi\u00ean c\u1ee9u d\u1ef1 ki\u1ebfn s\u1ebd ti\u1ebfp t\u1ee5c ki\u1ec3m \u0111\u1ecbnh hi\u1ec7u qu\u1ea3 l\u00e2m s\u00e0ng c\u1ee7a m\u00f4 h\u00ecnh th\u00f4ng qua m\u1ed9t nghi\u00ean c\u1ee9u th\u00ed \u0111i\u1ec3m v\u1edbi s\u1ef1 tham gia c\u1ee7a c\u00e1c b\u1ec7nh nh\u00e2n thu\u1ed9c c\u01a1 s\u1edf d\u1eef li\u1ec7u b\u1ec7nh nh\u00e2n ti\u1ec3u \u0111\u01b0\u1eddng c\u1ee7a (Diabetes Registry) c\u1ee7a SingHealth.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

SINGAPORE, ng\u00e0y 14 th\u00e1ng 5 n\u0103m 2026 \/PRNewswire\/ — Ho\u1ea1t \u0111\u1ed9ng gi\u00e1m s\u00e1t c\u00e1 nh\u00e2n h\u00f3a theo m\u1ee9c \u0111\u1ed9 r\u1ee7i ro c\u00f3 th\u1ec3 s\u1edbm tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n d\u00e0nh cho b\u1ec7nh nh\u00e2n ti\u1ec3u \u0111\u01b0\u1eddng c\u00f3 nguy c\u01a1 cao ph\u1ea3i c\u1eaft c\u1ee5t chi d\u01b0\u1edbi (LEA). \u0110\u01b0\u1ee3c \u0111\u1ed3ng ph\u00e1t tri\u1ec3n b\u1edfi B\u1ec7nh vi\u1ec7n \u0110a khoa Singapore (SGH), […]\n","protected":false},"author":2604,"featured_media":50415,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[2293],"tags":[],"class_list":["post-48065","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-pr-newswire"],"yoast_head":"\nB\u01b0\u1edbc ti\u1ebfn m\u1edbi trong gi\u1ea3m nguy c\u01a1 c\u1eaft c\u1ee5t chi d\u01b0\u1edbi \u1edf b\u1ec7nh nh\u00e2n ti\u1ec3u \u0111\u01b0\u1eddng nh\u1edd m\u00f4 h\u00ecnh AI d\u1ef1 \u0111o\u00e1n r\u1ee7i ro m\u1edbi<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/saigonbiz.com\/vn\/buoc-tien-moi-trong-giam-nguy-co-cat-cut-chi-duoi-o-benh-nhan-tieu-duong-nho-mo-hinh-ai-du-doan-rui-ro-moi\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"B\u01b0\u1edbc ti\u1ebfn m\u1edbi trong gi\u1ea3m nguy c\u01a1 c\u1eaft c\u1ee5t chi d\u01b0\u1edbi \u1edf b\u1ec7nh nh\u00e2n ti\u1ec3u \u0111\u01b0\u1eddng nh\u1edd m\u00f4 h\u00ecnh AI d\u1ef1 \u0111o\u00e1n r\u1ee7i ro m\u1edbi\" \/>\n<meta property=\"og:description\" content=\"SINGAPORE, ng\u00e0y 14 th\u00e1ng 5 n\u0103m 2026 \/PRNewswire\/ — Ho\u1ea1t \u0111\u1ed9ng 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