{"id":47642,"date":"2026-04-07T15:12:02","date_gmt":"2026-04-07T08:12:02","guid":{"rendered":"https:\/\/antoanthongtinhaiphong.gov.vn\/?p=47642"},"modified":"2026-04-07T15:12:02","modified_gmt":"2026-04-07T08:12:02","slug":"ung-dung-ai-chuyen-doi-so-va-benh-vien-thong-minh-la-chia-khoa-nang-cao-suc-khoe-toan-dan","status":"publish","type":"post","link":"https:\/\/antoanthongtinhaiphong.gov.vn\/ung-dung-ai-chuyen-doi-so-va-benh-vien-thong-minh-la-chia-khoa-nang-cao-suc-khoe-toan-dan\/","title":{"rendered":"\u1ee8ng d\u1ee5ng AI, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 b\u1ec7nh vi\u1ec7n th\u00f4ng minh l\u00e0 ch\u00eca kho\u00e1 n\u00e2ng cao s\u1ee9c kho\u1ebb to\u00e0n d\u00e2n"},"content":{"rendered":"

Trong b\u1ed1i c\u1ea3nh h\u1ec7 th\u1ed1ng y t\u1ebf to\u00e0n c\u1ea7u ch\u1ecbu \u00e1p l\u1ef1c l\u1edbn t\u1eeb gi\u00e0 h\u00f3a d\u00e2n s\u1ed1, gia t\u0103ng b\u1ec7nh m\u1ea1n t\u00ednh v\u00e0 t\u00ecnh tr\u1ea1ng qu\u00e1 t\u1ea3i b\u1ec7nh vi\u1ec7n, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong y t\u1ebf kh\u00f4ng ch\u1ec9 l\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u00e0 l\u00e0 h\u00e0nh tr\u00ecnh hi\u1ec7n \u0111\u1ea1i h\u00f3a to\u00e0n ng\u00e0nh \u0111\u1ec3 sau m\u1ed7i c\u00fa nh\u1ea5p chu\u1ed9t, m\u1ed7i d\u00f2ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i l\u00e0 h\u00e0ng tri\u1ec7u ng\u01b0\u1eddi d\u00e2n \u0111\u01b0\u1ee3c ch\u0103m s\u00f3c k\u1ecbp th\u1eddi v\u00e0 t\u1ed1t h\u01a1n.<\/p>\n

\n
\n
<\/div>\n

Ch\u1ee7 \u0111\u1ec1 “Ch\u1ee7 \u0111\u1ed9ng ph\u00f2ng b\u1ec7nh – V\u00ec m\u1ed9t Vi\u1ec7t Nam kh\u1ecfe m\u1ea1nh” c\u1ee7a Ng\u00e0y S\u1ee9c kho\u1ebb to\u00e0n d\u00e2n 07\/4 \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam cho th\u1ea5y r\u00f5 \u01b0u ti\u00ean c\u1ee7a ng\u00e0nh y t\u1ebf trong giai \u0111o\u1ea1n hi\u1ec7n nay: Chuy\u1ec3n t\u1eeb t\u01b0 duy t\u1eadp trung v\u00e0o \u0111i\u1ec1u tr\u1ecb sang ch\u1ee7 \u0111\u1ed9ng ph\u00f2ng b\u1ec7nh, ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe li\u00ean t\u1ee5c theo v\u00f2ng \u0111\u1eddi.<\/p>\n

\u0110\u1ec3 th\u1ef1c hi\u1ec7n nh\u1eefng m\u1ee5c ti\u00eau n\u00e0y, \u1ee9ng d\u1ee5ng AI, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 li\u00ean th\u00f4ng d\u1eef li\u1ec7u gi\u1eefa trung \u01b0\u01a1ng – \u0111\u1ecba ph\u01b0\u01a1ng l\u00e0 ch\u00eca kh\u00f3a then ch\u1ed1t. N\u1ec1n t\u1ea3ng c\u00f4ng ngh\u1ec7 n\u00e0y s\u1ebd gi\u00fap h\u1ed3 s\u01a1 s\u1ee9c kh\u1ecfe c\u1ee7a m\u1ed7i ng\u01b0\u1eddi d\u00e2n \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef xuy\u00ean su\u1ed1t, cho ph\u00e9p y b\u00e1c s\u0129 \u1edf b\u1ea5t k\u1ef3 tuy\u1ebfn n\u00e0o c\u0169ng c\u00f3 th\u1ec3 theo d\u00f5i, d\u1ef1 b\u00e1o s\u1edbm nguy c\u01a1 v\u00e0 \u0111\u01b0a ra l\u1eddi khuy\u00ean ph\u00f2ng b\u1ec7nh k\u1ecbp th\u1eddi.<\/p>\n

\n
\"\u1ee8ng<\/a><\/div>\n<\/figure>\n

Trong y t\u1ebf hi\u1ec7n \u0111\u1ea1i, \u1ee9ng d\u1ee5ng AI trong ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh cho th\u1ea5y AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c t\u1ed5n th\u01b0\u01a1ng nh\u1ecf, kh\u00f3 nh\u1eadn bi\u1ebft tr\u00ean phim X-quang. H\u1ed7 tr\u1ee3 b\u00e1c s\u0129 nh\u00ecn th\u1ea5y nhi\u1ec1u h\u01a1n, s\u1edbm h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n c\u00e1c t\u1ed5n th\u01b0\u01a1ng nh\u1ecf tr\u00ean phim X-quang m\u00e0 m\u1eaft th\u01b0\u1eddng \u0111\u00f4i khi d\u1ec5 b\u1ecf s\u00f3t. AI \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 “ng\u01b0\u1eddi \u0111\u1ecdc th\u1ee9 hai”, g\u00f3p ph\u1ea7n n\u00e2ng cao \u0111\u1ed9 nh\u1ea1y ch\u1ea9n \u0111o\u00e1n.<\/p>\n

T\u1ea1i m\u1ed9t nghi\u00ean c\u1ee9u quy m\u00f4 l\u1edbn, AI \u0111\u00e3 ph\u00e2n t\u00edch g\u1ea7n 200.000 phim X-quang ng\u1ef1c, ph\u00e1t hi\u1ec7n h\u00e0ng tr\u0103m tr\u01b0\u1eddng h\u1ee3p ung th\u01b0 ph\u1ed5i ch\u01b0a \u0111\u01b0\u1ee3c ch\u1ea9n \u0111o\u00e1n tr\u01b0\u1edbc \u0111\u00f3, \u0111\u1ed3ng th\u1eddi n\u00e2ng \u0111\u1ed9 nh\u1ea1y \u0111\u1ecdc phim t\u1eeb 76% l\u00ean 91%, theo chia s\u1ebb c\u1ee7a b\u00e1c s\u0129 Danniel Kvak, Gi\u00e1m \u0111\u1ed1c C\u00f4ng ngh\u1ec7 (CTO) c\u1ee7a Carebot.<\/p>\n

Tuy nhi\u00ean, \u0111\u1ec3 AI th\u1ef1c s\u1ef1 ph\u00e1t huy s\u1ee9c m\u1ea1nh, ng\u00e0nh y t\u1ebf c\u1ea7n khai th\u00e1c hi\u1ec7u qu\u1ea3 d\u1eef li\u1ec7u y t\u1ebf. H\u1ed3 s\u01a1 b\u1ec7nh \u00e1n \u0111i\u1ec7n t\u1eed (EMR) l\u00e0 ngu\u1ed3n t\u00e0i nguy\u00ean kh\u1ed5ng l\u1ed3, c\u00f3 th\u1ec3 t\u1ea1o ra b\u01b0\u1edbc ngo\u1eb7t trong nghi\u00ean c\u1ee9u v\u00e0 \u0111i\u1ec1u tr\u1ecb n\u1ebfu \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a. Do \u0111\u00f3, \u0111i\u1ec1u ki\u1ec7n ti\u00ean quy\u1ebft \u0111\u1ec3 AI ho\u1ea1t \u0111\u1ed9ng l\u00e0 ph\u1ea3i x\u00e2y d\u1ef1ng \u0111\u01b0\u1ee3c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u chu\u1ea9n x\u00e1c v\u00e0 \u0111\u1ed3ng b\u1ed9.<\/p>\n

Khi b\u00e0i to\u00e1n d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft, ng\u00e0nh y t\u1ebf s\u1ebd t\u1eebng b\u01b0\u1edbc h\u00ecnh th\u00e0nh h\u1ec7 sinh th\u00e1i B\u1ec7nh vi\u1ec7n th\u00f4ng minh. H\u00e0nh tr\u00ecnh n\u00e0y \u0111i qua 3 giai \u0111o\u1ea1n c\u1ed1t l\u00f5i: S\u1ed1 h\u00f3a (chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u) – N\u1ec1n t\u1ea3ng h\u00f3a (k\u1ebft n\u1ed1i d\u1eef li\u1ec7u) – Th\u00f4ng minh h\u00f3a (\u1ee9ng d\u1ee5ng AI).<\/p>\n

Nh\u1eefng h\u1ec7 th\u1ed1ng c\u1ea3nh b\u00e1o s\u1edbm t\u1ea1i ph\u00f2ng ICU, t\u1ee7 thu\u1ed1c t\u1ef1 \u0111\u1ed9ng hay k\u1ebft n\u1ed1i xe c\u1ea5p c\u1ee9u t\u1eeb xa tr\u00ean th\u1ebf gi\u1edbi \u0111\u00e3 ch\u1ee9ng minh: Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 kh\u00f4ng d\u1eebng l\u1ea1i \u1edf vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 \u0111\u01a1n l\u1ebb, m\u00e0 l\u00e0 thi\u1ebft l\u1eadp m\u1ed9t h\u1ec7 sinh th\u00e1i to\u00e0n di\u1ec7n nh\u1eb1m t\u1ed1i \u01b0u v\u1eadn h\u00e0nh v\u00e0 c\u1ee9u ch\u1eefa ng\u01b0\u1eddi b\u1ec7nh k\u1ecbp th\u1eddi, hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n

\u0110\u00e2y l\u00e0 nh\u1eefng \u0111\u1ecbnh h\u01b0\u1edbng quan tr\u1ecdng, t\u1ea1o \u0111\u1ed9ng l\u1ef1c m\u1ea1nh m\u1ebd cho ph\u00e1t tri\u1ec3n khoa h\u1ecdc – c\u00f4ng ngh\u1ec7, n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng kh\u00e1m ch\u1eefa b\u1ec7nh, \u0111\u1ed3ng th\u1eddi th\u00fac \u0111\u1ea9y b\u1ec7nh vi\u1ec7n ti\u1ebfp c\u1eadn v\u00e0 \u1ee9ng d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i, trong \u0111\u00f3 c\u00f3 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), h\u01b0\u1edbng t\u1edbi y t\u1ebf th\u00f4ng minh, l\u1ea5y ng\u01b0\u1eddi b\u1ec7nh l\u00e0m trung t\u00e2m. Qua \u0111\u00f3 g\u00f3p ph\u1ea7n n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe nh\u00e2n d\u00e2n v\u00e0 th\u00fac \u0111\u1ea9y nhanh ti\u1ebfn tr\u00ecnh x\u00e2y d\u1ef1ng c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia v\u1ec1 y t\u1ebf, x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng y t\u1ebf hi\u1ec7n \u0111\u1ea1i, hi\u1ec7u qu\u1ea3, th\u00e2n thi\u1ec7n v\u00e0 ng\u00e0y c\u00e0ng ph\u1ee5c v\u1ee5 ng\u01b0\u1eddi d\u00e2n t\u1ed1t h\u01a1n.<\/p>\n

<\/div>\n<\/div>\n
Trung t\u00e2m Truy\u1ec1n th\u00f4ng KH&CN<\/strong><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Trong b\u1ed1i c\u1ea3nh h\u1ec7 th\u1ed1ng y t\u1ebf to\u00e0n c\u1ea7u ch\u1ecbu \u00e1p l\u1ef1c l\u1edbn t\u1eeb gi\u00e0 h\u00f3a d\u00e2n s\u1ed1, gia t\u0103ng b\u1ec7nh m\u1ea1n t\u00ednh v\u00e0 t\u00ecnh tr\u1ea1ng qu\u00e1 t\u1ea3i b\u1ec7nh vi\u1ec7n, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong y t\u1ebf kh\u00f4ng ch\u1ec9 l\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u00e0 l\u00e0 h\u00e0nh tr\u00ecnh hi\u1ec7n \u0111\u1ea1i h\u00f3a to\u00e0n ng\u00e0nh \u0111\u1ec3 sau m\u1ed7i […]<\/p>\n","protected":false},"author":20,"featured_media":47643,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"tdm_status":"","tdm_grid_status":"","footnotes":""},"categories":[24,35],"tags":[],"class_list":["post-47642","post","type-post","status-publish","format-standard","has-post-thumbnail","category-tin-noi-bat","category-tin-tuc-su-kien"],"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/posts\/47642","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/comments?post=47642"}],"version-history":[{"count":1,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/posts\/47642\/revisions"}],"predecessor-version":[{"id":47644,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/posts\/47642\/revisions\/47644"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/media\/47643"}],"wp:attachment":[{"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/media?parent=47642"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/categories?post=47642"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/antoanthongtinhaiphong.gov.vn\/wp-json\/wp\/v2\/tags?post=47642"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}