{"id":85008,"date":"2021-03-01T03:25:34","date_gmt":"2021-03-01T03:25:34","guid":{"rendered":"https:\/\/prod.wplb.labbenchmarking.com\/uncategorized\/tri-tue-nhan-tao-ai-trong-phong-xet-nghiem-nhung-quy-dinh-lien-quan\/"},"modified":"2026-02-17T12:08:37","modified_gmt":"2026-02-17T12:08:37","slug":"ai-in-the-clinical-lab-what-are-the-regulatory-implications","status":"publish","type":"acf_article","link":"https:\/\/labinsights.com\/vi\/management\/healthcare-transformation\/ai-in-the-clinical-lab-what-are-the-regulatory-implications\/","title":{"rendered":"AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) trong ph\u00f2ng xe\u0301t nghi\u1ec7m l\u00e2m s\u00e0ng: Nh\u1eefng ta\u0301c \u0111\u00f4\u0323ng v\u1ec1 m\u1eb7t quy \u0111\u1ecbnh l\u00e0 g\u00ec?"},"content":{"rendered":"

K\u1ec3 t\u1eeb n\u0103m<\/p>\n

2018, FDA (Food and Drug Administration, C\u1ee5c qu\u1ea3n l\u00fd Th\u1ef1c ph\u1ea9m v\u00e0 D\u01b0\u1ee3c ph\u1ea9m Hoa K\u1ef3) \u0111\u00e3 ph\u00ea duy\u1ec7t ng\u00e0y c\u00e0ng nhi\u1ec1u thi\u1ebft b\u1ecb y t\u1ebf \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI). \u0110i\u1ec1u n\u00e0y bao g\u1ed3m m\u1ed9t lo\u1ea1t c\u00e1c thu\u1eadt to\u00e1n AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m l\u00e2m s\u00e0ng ho\u1eb7c t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u ph\u00f2ng th\u00ed nghi\u1ec7m l\u00e2m s\u00e0ng.<\/p>\n

AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) \u0111ang ch\u1ecbu s\u1ef1 gi\u00e1m s\u00e1t ch\u1eb7t ch\u1ebd c\u1ee7a c\u01a1 quan qu\u1ea3n l\u00fd do nh\u1eefng lo ng\u1ea1i v\u1ec1 t\u00ednh minh b\u1ea1ch v\u00e0 kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch li\u00ean quan \u0111\u1ebfn c\u00f4ng ngh\u1ec7 n\u00e0y. Tuy nhi\u00ean, kh\u00f4ng ph\u1ea3i m\u1ecdi s\u1ea3n ph\u1ea9m ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe s\u1eed d\u1ee5ng AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) \u0111\u1ec1u c\u00f3 m\u1ee5c \u0111\u00edch y t\u1ebf ho\u1eb7c nh\u1ea5t thi\u1ebft g\u00e2y ra r\u1ee7i ro cao cho b\u1ec7nh nh\u00e2n. C\u1ea7n c\u00f3 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn qu\u1ea3n l\u00fd d\u1ef1a tr\u00ean r\u1ee7i ro \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng nh\u1eefng s\u1ea3n ph\u1ea9m n\u00e0y, v\u1ed1n c\u00f3 th\u1ec3 gi\u00fap c\u1ee9u s\u1ed1ng v\u00e0 c\u1ea3i thi\u1ec7n k\u1ebft qu\u1ea3 \u0111i\u1ec1u tr\u1ecb cho b\u1ec7nh nh\u00e2n, \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng<\/p>\n

m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 ph\u00f9 h\u1ee3p. Ba da\u0323ng<\/h3>\n

AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) Thu\u1eadt to\u00e1n d\u1ef1a tr\u00ean AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chia th\u00e0nh ba da\u0323ng ch\u00ednh: h\u1ed7 tr\u1ee3, t\u1ef1 \u0111\u1ed9ng v\u00e0 t\u1ef1 ch\u1ee7, d\u1ef1a tr\u00ean m\u1ee9c \u0111\u1ed9 tham gia c\u1ee7a con ng\u01b0\u1eddi v\u00e0o quy\u1ebft \u0111\u1ecbnh ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/p>\n

    \n
  1. AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) h\u1ed7 tr\u1ee3 \u2013 h\u1ed7 tr\u1ee3 chuy\u00ean gia ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe (HCP) th\u00f4ng b\u00e1o ho\u1eb7c th\u00fac \u0111\u1ea9y qu\u1ea3n<\/li>\n
  2. l\u00fd l\u00e2m s\u00e0ng. AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) t\u1ef1 \u0111\u1ed9ng \u2013 \u0111i\u1ec1u tr\u1ecb ho\u1eb7c ch\u1ea9n \u0111o\u00e1n b\u1ec7nh nh\u00e2n v\u1edbi kh\u1ea3 n\u0103ng HCP ch\u1ea5p thu\u1eadn ho\u1eb7c b\u00e1c b\u1ecf quy\u1ebft<\/li>\n
  3. \u0111\u1ecbnh c\u1ee7a AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o). AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) t\u1ef1 chu\u0309 \u2013 ho\u1ea1t \u0111\u1ed9ng ho\u00e0n to\u00e0n \u0111\u1ed9c l\u1eadp<\/li>\n<\/ol>\n

    \u0111\u1ec3 \u0111i\u1ec1u tr\u1ecb ho\u1eb7c ch\u1ea9n \u0111o\u00e1n b\u1ec7nh nh\u00e2n m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 \u0111\u00e1nh gi\u00e1 c\u1ee7a HCP (healthcare professional, chuy\u00ean gia ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe) . Theo Di\u1ec5n \u0111\u00e0n Qu\u1ea3n l\u00fd Thi\u1ebft b\u1ecb Y t\u1ebf Qu\u1ed1c t\u1ebf (IMDRF), khi c\u00e1c s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) tr\u1edf n\u00ean t\u1ef1 \u0111\u1ed9ng h\u01a1n v\u00e0 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng cho c\u00e1c t\u00ecnh tr\u1ea1ng s\u1ee9c kh\u1ecfe nghi\u00eam tr\u1ecdng h\u01a1n, ch\u00fang s\u1ebd g\u00e2y ra r\u1ee7i ro l\u1edbn h\u01a1n cho s\u1ef1 an to\u00e0n c\u1ee7a b\u1ec7nh nh\u00e2n v\u00e0 do \u0111\u00f3 \u0111\u00f2i h\u1ecfi m\u1ee9c \u0111\u1ed9 tin c\u1eady cao h\u01a1n. \u0110\u1ed1i v\u1edbi nh\u1eefng s\u1ea3n ph\u1ea9m \u0111\u00e1p \u1ee9ng \u0111\u1ecbnh ngh\u0129a v\u1ec1 thi\u1ebft b\u1ecb y t\u1ebf, c\u00f3 th\u1ec3 c\u1ea7n ph\u1ea3i t\u0103ng c\u01b0\u1eddng gi\u00e1m s\u00e1t v\u00e0 qu\u1ea3n l\u00fd<\/p>\n

    v\u00ec m\u1ee9c \u0111\u1ed9 r\u1ee7i ro \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i cao h\u01a1n.Ph\u00e2n lo\u1ea1i<\/strong><\/em><\/p>\n

    \u00a0 <\/p>\n

    r\u1ee7i ro IMDRF (International Medical Device Regulators Forum, Di\u1ec5n \u0111\u00e0n Qu\u1ea3n l\u00fd Thi\u1ebft b\u1ecb Y t\u1ebf Qu\u1ed1c t\u1ebf) c\u1ee7a c\u00e1c s\u1ea3n ph\u1ea9m s\u1ee9c kh\u1ecfe k\u1ef9 thu\u1eadt s\u1ed1 d\u1ef1a tr\u00ean AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o)<\/a>. Ph\u00e2n lo\u1ea1i r\u1ee7i ro v\u00e0 \u0111\u00e1nh gi\u00e1 ch\u1ea5t l\u01b0\u1ee3ng c\u00e1c s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean AI (Artificial Intelligence<\/p>\n

    , Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) ph\u1ee5c v\u1ee5 m\u1ee5c \u0111\u00edch y t\u1ebf<\/h3>\n

    l\u00e0nh\u1eefng l\u0129nh v\u1ef1c ch\u00ednh s\u00e1ch quan tr\u1ecdng trong quy \u0111\u1ecbnh v\u1ec1 s\u1ee9c kh\u1ecfe s\u1ed1. Do \u0111\u00f3, c\u00e1c h\u01b0\u1edbng d\u1eabn v\u00e0 th\u1ef1c h\u00e0nh li\u00ean t\u1ee5c thay \u0111\u1ed5i v\u00e0 c\u1ea7n \u0111\u01b0\u1ee3c theo d\u00f5i ch\u1eb7t ch\u1ebd. Ba v\u00ed d\u1ee5 t\u1eeb ph\u00f2ng th\u00ed nghi\u1ec7m l\u00e2m s\u00e0ngNhi\u1ec1u s\u1ea3n ph\u1ea9m s\u1eed d\u1ee5ng AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) trong ph\u00f2ng th\u00ed nghi\u1ec7m l\u00e2m s\u00e0ng hi\u1ec7n nay kh\u00f4ng \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 \u0111\u01b0\u1ee3c coi l\u00e0 thi\u1ebft b\u1ecb y t\u1ebf v\u00e0 do \u0111\u00f3 kh\u00f4ng n\u00ean \u0111\u01b0\u1ee3c quy \u0111\u1ecbnh nh\u01b0 v\u1eady. Ch\u00fang bao g\u1ed3m c\u00e1c c\u00f4ng c\u1ee5 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c<\/p>\n

    v\u00e0 qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng, c\u0169ng nh\u01b0 c\u00e1c \u1ee9ng d\u1ee5ng h\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh l\u00e2m s\u00e0ng ( CDS) r\u1ee7i ro th\u1ea5p.V\u00ed d\u1ee5<\/a> , ng\u00e0y c\u00e0ng nhi\u1ec1u ph\u00f2ng x\u00e9t nghi\u1ec7m l\u00e2m s\u00e0ng \u0111ang \u00e1p d\u1ee5ngm\u00f4 h\u00ecnh d\u1ecbch v\u1ee5 t\u1eeb xav\u1edbi c\u00e1c nh\u00e0 cung c\u1ea5p c\u1ee7a h\u1ecd \u0111\u1ec3 cho ph\u00e9p gi\u00e1m s\u00e1t v\u00e0 h\u1ed7 tr\u1ee3 ch\u1ee7 \u0111\u1ed9ng h\u01a1n cho c\u00e1c thi\u1ebft b\u1ecb IVD (Identity Verification, x\u00e1c minh danh t\u00ednh). D\u1eef li\u1ec7u v\u1eadn h\u00e0nh \u0111\u01b0\u1ee3c chia s\u1ebb th\u00f4ng qua k\u1ebft n\u1ed1i tr\u1ef1c tuy\u1ebfn v\u00e0 AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a h\u01a1n n\u1eefa m\u1ed9t s\u1ed1 quy tr\u00ecnh n\u00e0y v\u00e0 d\u1ef1 \u0111o\u00e1n t\u1ed1t h\u01a1n c\u00e1c y\u00eau c\u1ea7u b\u1ea3o tr\u00ec. Tuy nhi\u00ean,<\/p>\n

    AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) trong c\u00e1c n\u1ec1n t\u1ea3ng n\u00e0y s\u1ebd kh\u00f4ng \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n l\u00e0 m\u1ed9t thi\u1ebft b\u1ecb y t\u1ebf \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd. M\u1ed9t v\u00ed d\u1ee5 kh\u00e1c, m\u1ed9t s\u1ed1 t\u1ed5 ch\u1ee9c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe \u1edf khu v\u1ef1c Ch\u00e2u \u00c1 – Th\u00e1i B\u00ecnh D\u01b0\u01a1ng s\u1eed d\u1ee5ng n\u1ec1n t\u1ea3ng ph\u1ea7n m\u1ec1m t\u1eadn d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n d\u1ef1a tr\u00ean AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a c\u00e1c nh\u00f3m \u0111a ng\u00e0nh. C\u00e1c thu\u1eadt to\u00e1n n\u00e0y th\u01b0\u1eddng mang t\u00ednh h\u1ed7 tr\u1ee3 v\u00e0 do \u0111\u00f3 c\u00f3 r\u1ee7i ro t\u01b0\u01a1ng \u0111\u1ed1i th\u1ea5p, n\u00ean kh\u00f3 c\u00f3 th\u1ec3 ch\u1ecbu s\u1ef1 gi\u00e1m s\u00e1t ch\u1eb7t ch\u1ebd c\u1ee7a c\u01a1 quan qu\u1ea3n l\u00fd (l\u01b0u \u00fd: b\u1ea5t k\u1ef3 m\u00f4-\u0111un n\u00e0o \u0111\u1ee7 \u0111i\u1ec1u ki\u1ec7n l\u00e0 thi\u1ebft b\u1ecb y t\u1ebf v\u00e0 c\u00f3<\/p>\n

    nguy c\u01a1 cao h\u01a1n\u00a0<\/strong><\/em><\/p>\n

    \u00a0 <\/p>\n

    \u0111\u1ed1i v\u1edbi an to\u00e0n b\u1ec7nh nh\u00e2n n\u00ean \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 \u0111\u1ed9c l\u1eadp).Y\u00eau c\u1ea7u quy \u0111\u1ecbnh v\u1ec1 AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) trong ph\u00f2ng th\u00ed nghi\u1ec7m l\u00e2m s\u00e0ng. \u1ede m\u1ee9c r\u1ee7i ro cao h\u01a1n, ng\u00e0y c\u00e0ng nhi\u1ec1u c\u00f4ng ty c\u00f4ng ngh\u1ec7 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe \u0111ang ph\u00e1t tri\u1ec3n c\u00e1c thu\u1eadt to\u00e1n d\u1ef1a tr\u00ean AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o), k\u1ebft h\u1ee3p d\u1eef li\u1ec7u x\u00e9t nghi\u1ec7m l\u00e2m s\u00e0ng v\u1edbi c\u00e1c y\u1ebfu t\u1ed1 kh\u00e1c, ch\u1eb3ng h\u1ea1n nh\u01b0 h\u00ecnh \u1ea3nh ho\u1eb7c th\u00f4ng tin l\u00e2m s\u00e0ng, \u0111\u1ec3 h\u1ed7 tr\u1ee3 ch\u0103m s\u00f3c b\u1ec7nh nh\u00e2n (v\u00ed d\u1ee5, xem nghi\u00ean<\/a> c\u1ee9u \u0111i\u1ec3n h\u00ecnh g\u1ea7n \u0111\u00e2y v\u1ec1 vi\u1ec7c s\u1eed d\u1ee5ng AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) \u0111\u1ec3 m\u1edf r\u1ed9ng ti\u1ec7n \u00edch l\u00e2m s\u00e0ng c\u1ee7a c\u00e1c d\u1ea5u \u1ea5n kh\u1ed1i u trong huy\u1ebft thanh \u1edf Trung Qu\u1ed1c). C\u00e1c thu\u1eadt to\u00e1n nh\u01b0 v\u1eady c\u00f3 th\u1ec3 ch\u1ea9n \u0111o\u00e1n v\u00e0 ph\u00e2n lo\u1ea1i b\u1ec7nh nh\u00e2n tr\u1ef1c ti\u1ebfp, do \u0111\u00f3 c\u00f3 th\u1ec3 ch\u1ecbu s\u1ef1 gi\u00e1m s\u00e1t v\u00e0 qu\u1ea3n l\u00fd ch\u1eb7t ch\u1ebd<\/p>\n

    h\u01a1n.M\u1eb7c d\u00f9 vi\u1ec7c qu\u1ea3n l\u00fd AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) y t\u1ebf v\u1eabn c\u00f2n trong giai \u0111o\u1ea1n s\u01a1 khai, t\u00ednh minh b\u1ea1ch v\u00e0 kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch l\u00e0 hai nguy\u00ean t\u1eafc th\u01b0\u1eddng tr\u1ef1c trong c\u00e1c khu\u00f4n kh\u1ed5 hi\u1ec7n t\u1ea1i \u1edf Ch\u00e2u \u00c1 – Th\u00e1i B\u00ecnh D\u01b0\u01a1ng, Ch\u00e2u \u00c2u v\u00e0 Hoa K\u1ef3. Khi c\u00e1c thu\u1eadt to\u00e1n c\u00f3 th\u1ec3 t\u1ef1 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh, \u0111i\u1ec1u quan tr\u1ecdng l\u00e0 con ng\u01b0\u1eddi ph\u1ea3i hi\u1ec3u r\u00f5 c\u00e1ch thu\u1eadt to\u00e1n AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) \u0111\u01b0a ra m\u1ed9t quy\u1ebft \u0111\u1ecbnh c\u1ee5 th\u1ec3. B\u00ean c\u1ea1nh vi\u1ec7c x\u00e2y d\u1ef1ng ni\u1ec1m tin, AI minh b\u1ea1ch trong ho\u1ea1t \u0111\u1ed9ng cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng kh\u1eafc ph\u1ee5c c\u00e1c v\u1ea5n \u0111\u1ec1 trong m\u00f4 h\u00ecnh v\u00e0 li\u00ean t\u1ee5c c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng c\u1ee7a n\u00f3.<\/p>\n

    Nh\u1eefng \u0111i\u1ec3m ch\u00ednhVi\u1ec7c qu\u1ea3n l\u00fd AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h3>\n
      \n
    • ) trong y t\u1ebf k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh d\u1ef1a tr\u00ean ti\u00eau chu\u1ea9n c\u1ee7a n\u00f3 nh\u01b0 m\u1ed9t thi\u1ebft b\u1ecb y t\u1ebf v\u00e0 m\u1ee9c \u0111\u1ed9 r\u1ee7i ro \u0111\u1ed1i v\u1edbi b\u1ec7nh nh\u00e2n. C\u00e1c c\u00f4ng<\/li>\n
    • c\u1ee5 t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u v\u00e0 b\u1ea3o tr\u00ec thi\u1ebft b\u1ecb t\u1eeb xa l\u00e0 nh\u1eefng v\u00ed d\u1ee5 v\u1ec1 c\u00e1c s\u1ea3n ph\u1ea9m d\u1ef1a tr\u00ean AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) c\u00f3 r\u1ee7i ro th\u1ea5p trong ph\u00f2ng th\u00ed nghi\u1ec7m l\u00e2m s\u00e0ng kh\u00f4ng y\u00eau c\u1ea7u quy \u0111\u1ecbnh.<\/li>\n
    • AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u1ea7n ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch v\u00e0 minh b\u1ea1ch \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c s\u1ef1 tin t\u01b0\u1edfng t\u1eeb ng\u01b0\u1eddi d\u00f9ng.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"

      K\u1ec3 t\u1eeb n\u0103m 2018, FDA (Food and Drug Administration, C\u1ee5c qu\u1ea3n l\u00fd Th\u1ef1c ph\u1ea9m v\u00e0 D\u01b0\u1ee3c ph\u1ea9m Hoa K\u1ef3) \u0111\u00e3 ph\u00ea duy\u1ec7t ng\u00e0y c\u00e0ng nhi\u1ec1u thi\u1ebft b\u1ecb y t\u1ebf \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI). \u0110i\u1ec1u n\u00e0y bao g\u1ed3m m\u1ed9t lo\u1ea1t c\u00e1c thu\u1eadt to\u00e1n AI (Artificial Intelligence, Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o) c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c […]<\/p>\n","protected":false},"author":1,"featured_media":85007,"parent":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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