\n $\"Tr\u00ed$ \n <\/div>

H\u01b0\u1edbng d\u1eabn ng\u01b0\u1eddi d\u00e2n l\u1ea5y s\u1ed1 kh\u00e1m ch\u1eefa b\u1ec7nh t\u1ef1 \u0111\u1ed9ng t\u1ea1i c\u01a1 s\u1edf y t\u1ebf. \u1ea2nh: CTV.<\/p>\n<\/figcaption><\/figure>\n

\u1ede Vi\u1ec7t Nam, AI \u0111\u00e3 \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong h\u1ed7 tr\u1ee3 \u0111\u1ecdc phim ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh, ph\u00e2n t\u00edch x\u00e9t nghi\u1ec7m, qu\u1ea3n l\u00fd l\u1ecbch kh\u00e1m, theo d\u00f5i ng\u01b0\u1eddi b\u1ec7nh t\u1eeb xa v\u00e0 t\u01b0 v\u1ea5n s\u1ee9c kh\u1ecfe t\u1ea1i nh\u00e0, g\u00f3p ph\u1ea7n n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5 v\u00e0 gi\u1ea3m t\u1ea3i cho \u0111\u1ed9i ng\u0169 b\u00e1c s\u0129.<\/p>\n

Trong b\u1ed1i c\u1ea3nh h\u1ec7 th\u1ed1ng y t\u1ebf \u0111\u1ed1i m\u1eb7t v\u1edbi gi\u00e0 h\u00f3a d\u00e2n s\u1ed1, g\u00e1nh n\u1eb7ng b\u1ec7nh t\u1eadt k\u00e9p, qu\u00e1 t\u1ea3i b\u1ec7nh vi\u1ec7n v\u00e0 y\u00eau c\u1ea7u ng\u00e0y c\u00e0ng cao c\u1ee7a ng\u01b0\u1eddi d\u00e2n, AI kh\u00f4ng ch\u1ec9 l\u00e0 c\u00f4ng c\u1ee5 c\u00f4ng ngh\u1ec7 m\u1edbi m\u00e0 \u0111ang tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 \u0111\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai h\u1ec7 th\u1ed1ng y t\u1ebf. V\u1ea5n \u0111\u1ec1 \u0111\u1eb7t ra kh\u00f4ng c\u00f2n l\u00e0 AI l\u00e0m \u0111\u01b0\u1ee3c g\u00ec, m\u00e0 l\u00e0 t\u00edch h\u1ee3p AI nh\u01b0 th\u1ebf n\u00e0o \u0111\u1ec3 y t\u1ebf Vi\u1ec7t Nam ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng, hi\u1ec7u qu\u1ea3 v\u00e0 th\u1ef1c s\u1ef1 l\u1ea5y ng\u01b0\u1eddi b\u1ec7nh l\u00e0m trung t\u00e2m.<\/p>\n

AI v\u00e0 s\u1ef1 thay \u0111\u1ed5i trong chuy\u00ean m\u00f4n y t\u1ebf <\/b><\/h2>\n
M\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c th\u1ec3 hi\u1ec7n r\u00f5 vai tr\u00f2 c\u1ee7a AI l\u00e0 h\u1ed7 tr\u1ee3 ch\u1ea9n \u0111o\u00e1n v\u00e0 \u0111i\u1ec1u tr\u1ecb. C\u00e1c thu\u1eadt to\u00e1n AI c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch nhanh kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u y khoa, gi\u00fap b\u00e1c s\u0129 ph\u00e1t hi\u1ec7n s\u1edbm b\u1ec7nh l\u00fd, \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 t\u1ed5n th\u01b0\u01a1ng v\u00e0 g\u1ee3i \u00fd \u0111i\u1ec1u tr\u1ecb.<\/p>\n
Trong ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh, nhi\u1ec1u b\u1ec7nh vi\u1ec7n \u0111\u00e3 tri\u1ec3n khai AI h\u1ed7 tr\u1ee3 \u0111\u1ecdc phim Xquang, CT, MRI, \u0111\u1eb7c bi\u1ec7t trong s\u00e0ng l\u1ecdc b\u1ec7nh ph\u1ed5i, tim m\u1ea1ch v\u00e0 tai bi\u1ebfn m\u1ea1ch m\u00e1u n\u00e3o. AI gi\u00fap r\u00fat ng\u1eafn th\u1eddi gian \u0111\u1ecdc phim v\u00e0 ph\u00e1t hi\u1ec7n s\u1edbm t\u1ed5n th\u01b0\u01a1ng nh\u1ecf trong \u0111i\u1ec1u ki\u1ec7n kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c l\u1edbn.<\/p>\n
\u1ede l\u0129nh v\u1ef1c x\u00e9t nghi\u1ec7m v\u00e0 gi\u1ea3i ph\u1eabu b\u1ec7nh, AI h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch m\u1eabu b\u1ec7nh ph\u1ea9m, gi\u1ea3m sai s\u00f3t ch\u1ee7 quan v\u00e0 r\u00fat ng\u1eafn th\u1eddi gian tr\u1ea3 k\u1ebft qu\u1ea3.<\/p>\n
Trong th\u1ef1c h\u00e0nh l\u00e2m s\u00e0ng, c\u00e1c h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh gi\u00fap b\u00e1c s\u0129 tham kh\u1ea3o ph\u00e1c \u0111\u1ed3, c\u1ea3nh b\u00e1o t\u01b0\u01a1ng t\u00e1c thu\u1ed1c v\u00e0 nguy c\u01a1 bi\u1ebfn ch\u1ee9ng, \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch v\u1edbi b\u1ec7nh m\u1ea1n t\u00ednh v\u00e0 \u0111a b\u1ec7nh l\u00fd.<\/p>\n
Th\u1ef1c ti\u1ec5n cho th\u1ea5y, AI ch\u1ec9 ph\u00e1t huy hi\u1ec7u qu\u1ea3 khi g\u1eafn v\u1edbi d\u1eef li\u1ec7u l\u00e2m s\u00e0ng \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a v\u00e0 chu\u1ea9n h\u00f3a. H\u1ed3 s\u01a1 b\u1ec7nh \u00e1n \u0111i\u1ec7n t\u1eed \u0111\u00e3 t\u1ea1o n\u1ec1n t\u1ea3ng quan tr\u1ecdng \u0111\u1ec3 \u1ee9ng d\u1ee5ng AI trong theo d\u00f5i di\u1ec5n bi\u1ebfn b\u1ec7nh, c\u1ea3nh b\u00e1o s\u1edbm nguy c\u01a1 bi\u1ebfn ch\u1ee9ng v\u00e0 gi\u1ea3m sai s\u00f3t y khoa, nh\u1ea5t l\u00e0 v\u1edbi c\u00e1c b\u1ec7nh kh\u00f4ng l\u00e2y nhi\u1ec5m.<\/p>\n
C\u1ea7n nh\u1ea5n m\u1ea1nh r\u1eb1ng, AI kh\u00f4ng thay th\u1ebf b\u00e1c s\u0129, m\u00e0 l\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 gi\u00fap b\u00e1c s\u0129 ra quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c v\u00e0 k\u1ecbp th\u1eddi h\u01a1n.<\/p>\n
AI v\u00e0 t\u01b0\u01a1ng lai qu\u1ea3n tr\u1ecb h\u1ec7 th\u1ed1ng y t\u1ebf<\/b><\/p>\n
Kh\u00f4ng ch\u1ec9 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn chuy\u00ean m\u00f4n, AI c\u00f2n m\u1edf ra c\u00e1ch ti\u1ebfp c\u1eadn m\u1edbi trong qu\u1ea3n tr\u1ecb v\u00e0 v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng y t\u1ebf. Th\u00f4ng qua ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb h\u1ed3 s\u01a1 b\u1ec7nh \u00e1n \u0111i\u1ec7n t\u1eed, h\u1ec7 th\u1ed1ng th\u00f4ng tin b\u1ec7nh vi\u1ec7n v\u00e0 c\u00e1c ngu\u1ed3n li\u00ean quan, AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 d\u1ef1 b\u00e1o nhu c\u1ea7u kh\u00e1m ch\u1eefa b\u1ec7nh, ph\u00e2n b\u1ed5 h\u1ee3p l\u00fd gi\u01b0\u1eddng b\u1ec7nh, nh\u00e2n l\u1ef1c, thu\u1ed1c v\u00e0 v\u1eadt t\u01b0 y t\u1ebf.<\/p>\n
T\u1ea1i Vi\u1ec7t Nam, m\u1ed9t s\u1ed1 c\u01a1 s\u1edf y t\u1ebf \u0111\u00e3 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u trong qu\u1ea3n l\u00fd l\u1ecbch kh\u00e1m, \u0111i\u1ec1u ph\u1ed1i ng\u01b0\u1eddi b\u1ec7nh, t\u1ed1i \u01b0u quy tr\u00ecnh ti\u1ebfp \u0111\u00f3n v\u00e0 thanh to\u00e1n vi\u1ec7n ph\u00ed, qua \u0111\u00f3 gi\u1ea3m th\u1eddi gian ch\u1edd \u0111\u1ee3i, \u0111\u01a1n gi\u1ea3n h\u00f3a th\u1ee7 t\u1ee5c v\u00e0 n\u00e2ng cao s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a ng\u01b0\u1eddi b\u1ec7nh.<\/p>\n
V\u1ec1 l\u00e2u d\u00e0i, AI s\u1ebd g\u00f3p ph\u1ea7n chuy\u1ec3n \u0111\u1ed5i qu\u1ea3n tr\u1ecb y t\u1ebf t\u1eeb b\u1ecb \u0111\u1ed9ng sang ch\u1ee7 \u0111\u1ed9ng, t\u1eeb x\u1eed l\u00fd t\u00ecnh hu\u1ed1ng sang d\u1ef1 b\u00e1o v\u00e0 ph\u00f2ng ng\u1eeba r\u1ee7i ro, qua \u0111\u00f3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 s\u1eed d\u1ee5ng ngu\u1ed3n l\u1ef1c v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5.<\/p>\n
AI v\u00e0 m\u1ee5c ti\u00eau c\u00f4ng b\u1eb1ng trong ti\u1ebfp c\u1eadn d\u1ecbch v\u1ee5 y t\u1ebf<\/b><\/p>\n
M\u1ed9t l\u1ee3i \u00edch quan tr\u1ecdng c\u1ee7a AI l\u00e0 m\u1edf r\u1ed9ng ti\u1ebfp c\u1eadn d\u1ecbch v\u1ee5 y t\u1ebf, \u0111\u1eb7c bi\u1ec7t v\u1edbi ng\u01b0\u1eddi d\u00e2n v\u00f9ng s\u00e2u, v\u00f9ng xa, v\u00f9ng kh\u00f3 kh\u0103n. Th\u00f4ng qua c\u00e1c n\u1ec1n t\u1ea3ng kh\u00e1m ch\u1eefa b\u1ec7nh t\u1eeb xa, AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 s\u00e0ng l\u1ecdc ban \u0111\u1ea7u, ph\u00e2n lo\u1ea1i nguy c\u01a1, theo d\u00f5i s\u1ee9c kh\u1ecfe, nh\u1eafc nh\u1edf tu\u00e2n th\u1ee7 \u0111i\u1ec1u tr\u1ecb v\u00e0 c\u1ea3nh b\u00e1o s\u1edbm b\u1ea5t th\u01b0\u1eddng.<\/p>\n
Trong giai \u0111o\u1ea1n d\u1ecbch COVID-19 v\u00e0 sau \u0111\u00f3 telehealth t\u1ea1i Vi\u1ec7t Nam cho th\u1ea5y hi\u1ec7u qu\u1ea3 r\u00f5 r\u1ec7t trong k\u1ebft n\u1ed1i y t\u1ebf c\u01a1 s\u1edf v\u1edbi tuy\u1ebfn tr\u00ean, gi\u00fap ng\u01b0\u1eddi d\u00e2n ti\u1ebfp c\u1eadn d\u1ecbch v\u1ee5 y t\u1ebf k\u1ecbp th\u1eddi ngay t\u1ea1i c\u1ed9ng \u0111\u1ed3ng.<\/p>\n
Lu\u1eadt Kh\u00e1m b\u1ec7nh, ch\u1eefa b\u1ec7nh n\u0103m 2023 cho ph\u00e9p th\u1ef1c hi\u1ec7n kh\u00e1m ch\u1eefa b\u1ec7nh t\u1eeb xa \u0111\u1ed1i v\u1edbi m\u1ed9t s\u1ed1 b\u1ec7nh ph\u00f9 h\u1ee3p; B\u1ed9 Y t\u1ebf \u0111\u00e3 ban h\u00e0nh Th\u00f4ng t\u01b0 s\u1ed1 30\/2023\/TT-BYT quy \u0111\u1ecbnh danh m\u1ee5c 50 b\u1ec7nh \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng. \u0110\u00e2y l\u00e0 c\u01a1 s\u1edf \u0111\u1ec3 y t\u1ebf t\u1eeb xa chuy\u1ec3n t\u1eeb th\u00ed \u0111i\u1ec3m sang tri\u1ec3n khai ch\u00ednh th\u1ee9c, \u0111\u1ed3ng th\u1eddi m\u1edf r\u1ed9ng kh\u00f4ng gian \u1ee9ng d\u1ee5ng AI.<\/p>\n
AI c\u0169ng g\u00f3p ph\u1ea7n n\u00e2ng cao n\u0103ng l\u1ef1c y t\u1ebf c\u01a1 s\u1edf, h\u1ed7 tr\u1ee3 c\u00e1n b\u1ed9 y t\u1ebf x\u00e3, ph\u01b0\u1eddng trong qu\u1ea3n l\u00fd s\u1ee9c kh\u1ecfe c\u1ed9ng \u0111\u1ed3ng v\u00e0 h\u1ed9i ch\u1ea9n t\u1eeb xa, qua \u0111\u00f3 gi\u1ea3m t\u1ea3i tuy\u1ebfn tr\u00ean v\u00e0 thu h\u1eb9p ch\u00eanh l\u1ec7ch v\u00f9ng mi\u1ec1n.<\/p>\n
AI – N\u1ec1n t\u1ea3ng c\u1ee7a y t\u1ebf s\u1ed1 v\u00e0 y t\u1ebf th\u00f4ng minh<\/b><\/h3>\n
AI ch\u1ec9 ph\u00e1t huy hi\u1ec7u qu\u1ea3 khi \u0111\u01b0\u1ee3c tri\u1ec3n khai tr\u00ean n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u y t\u1ebf s\u1ed1 h\u00f3a, \u0111\u1ea7y \u0111\u1ee7 v\u00e0 chu\u1ea9n h\u00f3a. H\u1ed3 s\u01a1 b\u1ec7nh \u00e1n \u0111i\u1ec7n t\u1eed, d\u1eef li\u1ec7u y t\u1ebf li\u00ean th\u00f4ng v\u00e0 h\u1ec7 th\u1ed1ng \u0111\u1ecbnh danh y t\u1ebf l\u00e0 \u0111i\u1ec1u ki\u1ec7n ti\u00ean quy\u1ebft \u0111\u1ec3 AI ph\u00e2n t\u00edch v\u00e0 \u0111\u01b0a ra khuy\u1ebfn ngh\u1ecb c\u00f3 gi\u00e1 tr\u1ecb.<\/p>\n
Ch\u00ednh ph\u1ee7 \u0111\u00e3 ban h\u00e0nh Ngh\u1ecb \u0111\u1ecbnh s\u1ed1 102\/2025\/N\u0110-CP v\u1ec1 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u y t\u1ebf, quy \u0111\u1ecbnh 24 nh\u00f3m d\u1eef li\u1ec7u v\u00e0 x\u00e1c \u0111\u1ecbnh 4 nh\u00f3m d\u1eef li\u1ec7u c\u1ed1t l\u00f5i c\u1ee7a C\u01a1 s\u1edf d\u1eef li\u1ec7u Qu\u1ed1c gia v\u1ec1 y t\u1ebf, l\u00e0m c\u01a1 s\u1edf x\u00e2y d\u1ef1ng h\u1ec7 sinh th\u00e1i d\u1eef li\u1ec7u y t\u1ebf \u0111\u1ee7 – s\u1ea1ch – s\u1ed1ng – li\u00ean th\u00f4ng. Khi d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a v\u00e0 qu\u1ea3n tr\u1ecb th\u1ed1ng nh\u1ea5t \u1edf quy m\u00f4 qu\u1ed1c gia, AI m\u1edbi c\u00f3 th\u1ec3 ph\u1ee5c v\u1ee5 hi\u1ec7u qu\u1ea3 cho ch\u1ea9n \u0111o\u00e1n, \u0111i\u1ec1u tr\u1ecb v\u00e0 d\u1ef1 b\u00e1o s\u1ee9c kh\u1ecfe c\u1ed9ng \u0111\u1ed3ng.<\/p>\n
\u0110\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai h\u1ec7 th\u1ed1ng y t\u1ebf Vi\u1ec7t Nam trong k\u1ef7 nguy\u00ean AI<\/b><\/h3>\n
Th\u1ef1c ti\u1ec5n cho th\u1ea5y, t\u01b0\u01a1ng lai c\u1ee7a h\u1ec7 th\u1ed1ng y t\u1ebf Vi\u1ec7t Nam trong k\u1ef7 nguy\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng n\u1eb1m \u1edf vi\u1ec7c s\u1edf h\u1eefu c\u00e1c c\u00f4ng ngh\u1ec7 ri\u00eang l\u1ebb, m\u00e0 \u1edf kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u, l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7 v\u00e0 t\u1ed5 ch\u1ee9c l\u1ea1i m\u00f4 h\u00ecnh ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe theo h\u01b0\u1edbng th\u00f4ng minh, hi\u1ec7u qu\u1ea3 v\u00e0 nh\u00e2n v\u0103n h\u01a1n.<\/p>\n
\u0110\u1ec3 AI tr\u1edf th\u00e0nh \u0111\u1ed9ng l\u1ef1c \u0111\u1ed5i m\u1edbi v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 to\u00e0n h\u1ec7 th\u1ed1ng, c\u1ea7n tri\u1ec3n khai theo c\u00e1ch ti\u1ebfp c\u1eadn l\u1ea5y d\u1eef li\u1ec7u l\u00e0m n\u1ec1n t\u1ea3ng, ng\u01b0\u1eddi b\u1ec7nh l\u00e0m trung t\u00e2m v\u00e0 hi\u1ec7u qu\u1ea3 h\u1ec7 th\u1ed1ng l\u00e0m th\u01b0\u1edbc \u0111o, b\u1ea3o \u0111\u1ea3m an to\u00e0n, c\u00f4ng b\u1eb1ng v\u00e0 b\u1ec1n v\u1eefng. Tr\u00ean c\u01a1 s\u1edf \u0111\u00f3, AI y t\u1ebf c\u1ea7n \u0111\u01b0\u1ee3c tri\u1ec3n khai c\u00f3 tr\u1ecdng t\u00e2m, theo l\u1ed9 tr\u00ecnh r\u00f5 r\u00e0ng v\u1edbi 8 nh\u00f3m gi\u1ea3i ph\u00e1p ch\u1ee7 y\u1ebfu sau:<\/p>\n
Th\u1ee9 nh\u1ea5t,<\/i> ho\u00e0n thi\u1ec7n chi\u1ebfn l\u01b0\u1ee3c v\u00e0 th\u1ec3 ch\u1ebf ph\u00e1t tri\u1ec3n AI y t\u1ebf. C\u1ea7n s\u1edbm ban h\u00e0nh Chi\u1ebfn l\u01b0\u1ee3c qu\u1ed1c gia v\u1ec1 AI trong y t\u1ebf, th\u1ed1ng nh\u1ea5t t\u1eeb Trung \u01b0\u01a1ng \u0111\u1ebfn \u0111\u1ecba ph\u01b0\u01a1ng, g\u1eafn v\u1edbi chi\u1ebfn l\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 ng\u00e0nh Y t\u1ebf v\u00e0 chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u qu\u1ed1c gia. Khung th\u1ec3 ch\u1ebf ph\u1ea3i v\u1eeba khuy\u1ebfn kh\u00edch \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o, cho ph\u00e9p th\u1eed nghi\u1ec7m c\u00f3 ki\u1ec3m so\u00e1t (sandbox), v\u1eeba b\u1ea3o \u0111\u1ea3m an to\u00e0n ng\u01b0\u1eddi b\u1ec7nh, r\u00f5 tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd, minh b\u1ea1ch thu\u1eadt to\u00e1n v\u00e0 tu\u00e2n th\u1ee7 \u0111\u1ea1o \u0111\u1ee9c y h\u1ecdc.<\/p>\n
Th\u1ee9 hai,<\/i> l\u1ea5y d\u1eef li\u1ec7u y t\u1ebf l\u00e0m n\u1ec1n t\u1ea3ng c\u1ed1t l\u00f5i cho AI. H\u1ed3 s\u01a1 b\u1ec7nh \u00e1n \u0111i\u1ec7n t\u1eed, h\u1ed3 s\u01a1 s\u1ee9c kh\u1ecfe c\u00e1 nh\u00e2n v\u00e0 C\u01a1 s\u1edf d\u1eef li\u1ec7u y t\u1ebf Qu\u1ed1c gia c\u1ea7n \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ed3ng b\u1ed9, chu\u1ea9n h\u00f3a v\u00e0 li\u00ean th\u00f4ng, b\u1ea3o \u0111\u1ea3m d\u1eef li\u1ec7u “\u0111\u00fang – \u0111\u1ee7 – s\u1ea1ch – s\u1ed1ng”. C\u00e1c chu\u1ea9n d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac c\u1ea7n \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng th\u1ed1ng nh\u1ea5t theo chu\u1ea9n qu\u1ed1c gia v\u00e0 qu\u1ed1c t\u1ebf (HL7 FHIR, ICD, LOINC, SNOMED CT…), c\u00f9ng v\u1edbi h\u1ec7 th\u1ed1ng \u0111\u1ecbnh danh y t\u1ebf th\u1ed1ng nh\u1ea5t. D\u1eef li\u1ec7u ph\u1ea3i li\u00ean th\u00f4ng \u0111a tuy\u1ebfn, \u0111a h\u1ec7, tr\u00e1nh “c\u00e1t c\u1ee9”, \u0111\u1ed3ng th\u1eddi c\u00f3 c\u01a1 ch\u1ebf chia s\u1ebb an to\u00e0n, c\u00f3 ki\u1ec3m so\u00e1t, b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u.<\/p>\n
Th\u1ee9 ba, <\/i>ph\u00e1t tri\u1ec3n h\u1ea1 t\u1ea7ng s\u1ed1 y t\u1ebf \u0111\u1ee7 m\u1ea1nh. C\u1ea7n \u0111\u1ea7u t\u01b0 \u0111\u1ed3ng b\u1ed9 trung t\u00e2m d\u1eef li\u1ec7u v\u00e0 n\u1ec1n t\u1ea3ng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y y t\u1ebf \u0111\u1ea1t chu\u1ea9n; b\u1ea3o \u0111\u1ea3m k\u1ebft n\u1ed1i b\u0103ng th\u00f4ng \u1ed5n \u0111\u1ecbnh; ph\u00e1t tri\u1ec3n h\u1ec7 sinh th\u00e1i thi\u1ebft b\u1ecb s\u1ed1, IoT y t\u1ebf, PACS, thi\u1ebft b\u1ecb ch\u1ea9n \u0111o\u00e1n s\u1ed1; \u0111\u1ed3ng th\u1eddi n\u00e2ng cao n\u0103ng l\u1ef1c t\u00ednh to\u00e1n ph\u1ee5c v\u1ee5 hu\u1ea5n luy\u1ec7n v\u00e0 suy lu\u1eadn. N\u1ebfu h\u1ea1 t\u1ea7ng y\u1ebfu, AI kh\u00f3 v\u1eadn h\u00e0nh hi\u1ec7u qu\u1ea3 \u1edf quy m\u00f4 b\u1ec7nh vi\u1ec7n, c\u00e0ng kh\u00f3 tri\u1ec3n khai to\u00e0n qu\u1ed1c.<\/p>\n
Th\u1ee9 t\u01b0,<\/i> b\u1ea3o \u0111\u1ea3m an to\u00e0n, b\u1ea3o m\u1eadt v\u00e0 \u0111\u1ea1o \u0111\u1ee9c d\u1eef li\u1ec7u. B\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u00e1 nh\u00e2n v\u00e0 d\u1eef li\u1ec7u s\u1ee9c kh\u1ecfe ph\u1ea3i \u0111\u1eb7t \u1edf m\u1ee9c \u01b0u ti\u00ean cao nh\u1ea5t. C\u1ea7n quy \u0111\u1ecbnh r\u00f5 quy\u1ec1n truy c\u1eadp, m\u1ee5c \u0111\u00edch s\u1eed d\u1ee5ng v\u00e0 tr\u00e1ch nhi\u1ec7m c\u00e1c b\u00ean li\u00ean quan. H\u1ec7 th\u1ed1ng AI ph\u1ea3i minh b\u1ea1ch, h\u1ea1n ch\u1ebf thi\u00ean l\u1ec7ch v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch. Khi ni\u1ec1m tin v\u1edbi d\u1eef li\u1ec7u v\u00e0 c\u00f4ng ngh\u1ec7 b\u1ecb suy gi\u1ea3m, to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng s\u1ebd \u0111\u1ed1i m\u1eb7t v\u1edbi r\u1ee7i ro.<\/p>\n
Th\u1ee9 n\u0103m,<\/i> tri\u1ec3n khai AI theo nhu c\u1ea7u th\u1ef1c ti\u1ec5n v\u00e0 l\u1ed9 tr\u00ecnh \u01b0u ti\u00ean. \u1ee8ng d\u1ee5ng AI c\u1ea7n t\u1eadp trung v\u00e0o c\u00e1c b\u00e0i to\u00e1n c\u1ea5p thi\u1ebft nh\u01b0 h\u1ed7 tr\u1ee3 ch\u1ea9n \u0111o\u00e1n v\u00e0 \u0111i\u1ec1u tr\u1ecb, qu\u1ea3n l\u00fd b\u1ec7nh m\u1ea1n t\u00ednh, y t\u1ebf d\u1ef1 ph\u00f2ng, ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng, gi\u1ea3m qu\u00e1 t\u1ea3i b\u1ec7nh vi\u1ec7n v\u00e0 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng y t\u1ebf c\u01a1 s\u1edf. M\u1ed7i \u1ee9ng d\u1ee5ng ph\u1ea3i \u0111i k\u00e8m \u0111\u00e1nh gi\u00e1 hi\u1ec7u qu\u1ea3 l\u00e2m s\u00e0ng – kinh t\u1ebf v\u00e0 c\u01a1 ch\u1ebf gi\u00e1m s\u00e1t r\u1ee7i ro, tr\u00e1nh \u0111\u1ea7u t\u01b0 d\u00e0n tr\u1ea3i ho\u1eb7c ch\u1ea1y theo phong tr\u00e0o.<\/p>\n
Th\u1ee9 s\u00e1u,<\/i> ph\u00e1t tri\u1ec3n ngu\u1ed3n nh\u00e2n l\u1ef1c y t\u1ebf s\u1ed1 v\u00e0 n\u0103ng l\u1ef1c qu\u1ea3n tr\u1ecb AI. C\u1ea7n \u0111\u1ed5i m\u1edbi \u0111\u00e0o t\u1ea1o y khoa theo h\u01b0\u1edbng t\u00edch h\u1ee3p ki\u1ebfn th\u1ee9c v\u1ec1 d\u1eef li\u1ec7u, AI v\u00e0 chuy\u1ec3n \u0111\u1ed5i s\u1ed1; \u0111\u1ed3ng th\u1eddi \u0111\u1ea9y m\u1ea1nh \u0111\u00e0o t\u1ea1o l\u1ea1i, \u0111\u00e0o t\u1ea1o li\u00ean t\u1ee5c cho \u0111\u1ed9i ng\u0169 hi\u1ec7n h\u1eefu. Song song v\u1edbi \u0111\u00f3, c\u1ea7n h\u00ecnh th\u00e0nh \u0111\u1ed9i ng\u0169 chuy\u00ean gia li\u00ean ng\u00e0nh y – c\u00f4ng ngh\u1ec7 – d\u1eef li\u1ec7u v\u00e0 n\u00e2ng cao n\u0103ng l\u1ef1c qu\u1ea3n tr\u1ecb c\u00f4ng ngh\u1ec7, qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u trong c\u00e1c c\u01a1 s\u1edf y t\u1ebf.<\/p>\n
Th\u1ee9 b\u1ea3y,<\/i> ho\u00e0n thi\u1ec7n c\u01a1 ch\u1ebf t\u00e0i ch\u00ednh v\u00e0 m\u00f4 h\u00ecnh \u0111\u1ea7u t\u01b0 cho AI y t\u1ebf. Nh\u00e0 n\u01b0\u1edbc c\u1ea7n \u0111\u1ea7u t\u01b0 tr\u1ecdng \u0111i\u1ec3m cho h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u v\u00e0 c\u00e1c n\u1ec1n t\u1ea3ng s\u1ed1 d\u00f9ng chung, \u0111\u1ed3ng th\u1eddi x\u00e2y d\u1ef1ng ch\u00ednh s\u00e1ch gi\u00e1, thanh to\u00e1n v\u00e0 chi tr\u1ea3 ph\u00f9 h\u1ee3p cho d\u1ecbch v\u1ee5 y t\u1ebf \u1ee9ng d\u1ee5ng AI. Khuy\u1ebfn kh\u00edch h\u1ee3p t\u00e1c c\u00f4ng – t\u01b0, x\u00e3 h\u1ed9i h\u00f3a \u0111\u1ea7u t\u01b0 v\u00e0 \u0111\u1ed5i m\u1edbi s\u00e1ng t\u1ea1o, b\u1ea3o \u0111\u1ea3m h\u00e0i h\u00f2a l\u1ee3i \u00edch gi\u1eefa Nh\u00e0 n\u01b0\u1edbc, c\u01a1 s\u1edf y t\u1ebf, doanh nghi\u1ec7p v\u00e0 ng\u01b0\u1eddi d\u00e2n.<\/p>\n
Th\u1ee9 t\u00e1m,<\/i> t\u0103ng c\u01b0\u1eddng h\u1ee3p t\u00e1c qu\u1ed1c t\u1ebf v\u00e0 ph\u00e1t tri\u1ec3n h\u1ec7 sinh th\u00e1i AI y t\u1ebf. C\u1ea7n ch\u1ee7 \u0111\u1ed9ng h\u1ecdc h\u1ecfi kinh nghi\u1ec7m qu\u1ed1c t\u1ebf, ti\u1ebfp nh\u1eadn c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn, \u0111\u1ed3ng th\u1eddi khuy\u1ebfn kh\u00edch nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n v\u00e0 l\u00e0m ch\u1ee7 c\u00e1c gi\u1ea3i ph\u00e1p AI “Make in Vietnam” ph\u00f9 h\u1ee3p v\u1edbi \u0111i\u1ec1u ki\u1ec7n, d\u1eef li\u1ec7u v\u00e0 m\u00f4 h\u00ecnh b\u1ec7nh t\u1eadt c\u1ee7a Vi\u1ec7t Nam. H\u1ec7 sinh th\u00e1i AI y t\u1ebf c\u1ea7n c\u00f3 s\u1ef1 g\u1eafn k\u1ebft ch\u1eb7t ch\u1ebd gi\u1eefa c\u01a1 quan qu\u1ea3n l\u00fd, c\u01a1 s\u1edf y t\u1ebf, vi\u1ec7n nghi\u00ean c\u1ee9u, tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc v\u00e0 doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7.<\/p>\n
\n $\"Tri\u1ec3n$ <\/a>Tri\u1ec3n khai Ngh\u1ecb quy\u1ebft 72 v\u00e0 b\u00e0i to\u00e1n y t\u1ebf g\u1ea7n d\u00e2n v\u1edbi AI c\u1ee7a ng\u00e0nh y t\u1ebf An Giang<\/a><\/p>\n
SK\u0110S – Tri\u1ec3n khai Ngh\u1ecb quy\u1ebft 72 c\u1ee7a B\u1ed9 Ch\u00ednh tr\u1ecb (Ngh\u1ecb quy\u1ebft 72-NQ\/TW ng\u00e0y 9\/9\/2025 v\u1ec1 t\u0103ng c\u01b0\u1eddng b\u1ea3o v\u1ec7, ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe nh\u00e2n d\u00e2n, ng\u00e0nh Y t\u1ebf An Giang ch\u1ecdn h\u01b0\u1edbng \u0111i \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 y t\u1ebf ch\u1ea5t l\u01b0\u1ee3ng cao g\u1ea7n d\u00e2n, ch\u1ee7 \u0111\u1ed9ng ph\u00f2ng b\u1ec7nh s\u1edbm, qu\u1ea3n l\u00fd t\u1ed1t s\u1ee9c kh\u1ecfe c\u1ee7a ng\u01b0\u1eddi d\u00e2n.<\/p>\n<\/div>\n
<\/p>\n","protected":false},"excerpt":{"rendered":"
Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u1eb7t h\u1ec7 th\u1ed1ng y t\u1ebf tr\u01b0\u1edbc b\u01b0\u1edbc ngo\u1eb7t l\u1ecbch s\u1eed Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) l\u00e0 c\u00f4ng ngh\u1ec7 cho ph\u00e9p m\u00e1y t\u00ednh h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u, ph\u00e2n t\u00edch v\u00e0 \u0111\u01b0a ra d\u1ef1 b\u00e1o ho\u1eb7c khuy\u1ebfn ngh\u1ecb nh\u1eb1m h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi trong qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh. Nh\u1eefng n\u0103m g\u1ea7n […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-2195","post","type-post","status-publish","format-standard","hentry","category-tin-y-te"],"_links":{"self":[{"href":"http:\/\/ytevn.com\/index.php?rest_route=\/wp\/v2\/posts\/2195","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/ytevn.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/ytevn.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/ytevn.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/ytevn.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2195"}],"version-history":[{"count":0,"href":"http:\/\/ytevn.com\/index.php?rest_route=\/wp\/v2\/posts\/2195\/revisions"}],"wp:attachment":[{"href":"http:\/\/ytevn.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2195"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/ytevn.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2195"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/ytevn.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}