{"id":35683,"date":"2026-05-19T11:49:32","date_gmt":"2026-05-19T04:49:32","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?post_type=news&p=35683"},"modified":"2026-06-18T21:49:50","modified_gmt":"2026-06-18T14:49:50","slug":"ai-chan-doan-benh-chinh-xac-ra-sao","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/ai-chan-doan-benh-chinh-xac-ra-sao\/","title":{"rendered":"AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh ch\u00ednh x\u00e1c ra sao? Th\u1ef1c t\u1ebf v\u00e0 t\u01b0\u01a1ng lai"},"content":{"rendered":"

C\u00f4ng ngh\u1ec7 AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh \u0111ang t\u1ea1o n\u00ean b\u01b0\u1edbc ngo\u1eb7t trong y khoa, gi\u00fap ph\u00e1t hi\u1ec7n s\u1edbm nhi\u1ec1u b\u1ec7nh l\u00fd ph\u1ee9c t\u1ea1p v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u00e1ng kinh ng\u1ea1c. V\u1eady tr\u00ean th\u1ef1c t\u1ebf, AI c\u00f3 kh\u1ea3 n\u0103ng v\u01b0\u1ee3t qua con ng\u01b0\u1eddi v\u00e0 li\u1ec7u c\u00f3 th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n vai tr\u00f2 c\u1ee7a b\u00e1c s\u0129? B\u00e0i vi\u1ebft s\u1ebd \u0111i s\u00e2u ph\u00e2n t\u00edch nh\u1eefng \u1ee9ng d\u1ee5ng \u0111\u1ed9t ph\u00e1, th\u00e1ch th\u1ee9c v\u00e0 m\u1edf ra vi\u1ec5n c\u1ea3nh v\u1ec1 m\u1ed9t n\u1ec1n y h\u1ecdc c\u00e1 nh\u00e2n h\u00f3a trong t\u01b0\u01a1ng lai kh\u00f4ng xa.<\/em><\/p>\n

N\u1ec1n t\u1ea3ng n\u00e0o gi\u00fap AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh hi\u1ec7u qu\u1ea3?<\/h2>\n

\u0110\u1ec3 hi\u1ec3u \u0111\u01b0\u1ee3c c\u00e1ch AI ho\u1ea1t \u0111\u1ed9ng, h\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t b\u00e1c s\u0129 th\u1ef1c t\u1eadp ph\u1ea3i nghi\u00ean c\u1ee9u h\u00e0ng ng\u00e0n h\u1ed3 s\u01a1 b\u1ec7nh \u00e1n \u0111\u1ec3 t\u00edch l\u0169y kinh nghi\u1ec7m. C\u00f4ng ngh\u1ec7 AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh c\u0169ng ho\u1ea1t \u0111\u1ed9ng tr\u00ean nguy\u00ean t\u1eafc t\u01b0\u01a1ng t\u1ef1 nh\u01b0ng \u1edf m\u1ed9t quy m\u00f4 l\u1edbn v\u00e0 t\u1ed1c \u0111\u1ed9 v\u01b0\u1ee3t tr\u1ed9i. N\u1ec1n t\u1ea3ng s\u1ee9c m\u1ea1nh n\u00e0y \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean hai y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i l\u00e0 h\u1ecdc m\u00e1y v\u00e0 d\u1eef li\u1ec7u l\u1edbn.<\/p>\n

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\"Hai
Hai y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i l\u00e0 h\u1ecdc m\u00e1y v\u00e0 d\u1eef li\u1ec7u l\u1edbn gi\u00fap AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh hi\u1ec7u qu\u1ea3<\/figcaption><\/figure><\/dt>\n<\/dl>\n<\/div>\n

S\u1ee9c m\u1ea1nh c\u1ee7a h\u1ecdc m\u00e1y v\u00e0 d\u1eef li\u1ec7u l\u1edbn trong y khoa<\/h3>\n

Tr\u00e1i tim c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y l\u00e0 c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y v\u00e0 h\u1ecdc s\u00e2u, cho ph\u00e9p h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng ph\u00e2n t\u00edch v\u00e0 h\u1ecdc h\u1ecfi t\u1eeb m\u1ed9t kho d\u1eef li\u1ec7u y t\u1ebf kh\u1ed5ng l\u1ed3. Ngu\u1ed3n d\u1eef li\u1ec7u n\u00e0y bao g\u1ed3m h\u00e0ng tri\u1ec7u h\u00ecnh \u1ea3nh X quang, phim ch\u1ee5p CT, k\u1ebft qu\u1ea3 x\u00e9t nghi\u1ec7m v\u00e0 b\u1ec7nh \u00e1n \u0111i\u1ec7n t\u1eed.<\/p>\n

Ch\u00ednh ngu\u1ed3n d\u1eef li\u1ec7u l\u1edbn n\u00e0y \u0111\u00f3ng vai tr\u00f2 nh\u01b0 m\u1ed9t kho ki\u1ebfn th\u1ee9c v\u00f4 t\u1eadn, gi\u00fap h\u1ec7 th\u1ed1ng AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh ng\u00e0y c\u00e0ng tr\u1edf n\u00ean tinh vi. M\u1ed7i m\u1ed9t ca b\u1ec7nh m\u1edbi \u0111\u01b0\u1ee3c th\u00eam v\u00e0o h\u1ec7 th\u1ed1ng \u0111\u1ec1u g\u00f3p ph\u1ea7n n\u00e2ng cao kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u b\u1ec7nh l\u00fd, t\u1eeb nh\u1eefng bi\u1ec3u hi\u1ec7n ph\u1ed5 bi\u1ebfn nh\u1ea5t \u0111\u1ebfn nh\u1eefng tr\u01b0\u1eddng h\u1ee3p hi\u1ebfm g\u1eb7p. Qu\u00e1 tr\u00ecnh t\u1ef1 ho\u00e0n thi\u1ec7n li\u00ean t\u1ee5c n\u00e0y gi\u00fap AI tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 tham kh\u1ea3o \u0111\u00e1ng tin c\u1eady cho c\u00e1c y b\u00e1c s\u0129.<\/p>\n

Ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y t\u1ebf v\u01b0\u1ee3t qua gi\u1edbi h\u1ea1n con ng\u01b0\u1eddi<\/h3>\n

M\u1ed9t trong nh\u1eefng l\u0129nh v\u1ef1c m\u00e0 AI th\u1ec3 hi\u1ec7n s\u1ee9c m\u1ea1nh r\u00f5 r\u1ec7t nh\u1ea5t ch\u00ednh l\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y khoa. V\u1edbi kh\u1ea3 n\u0103ng x\u1eed l\u00fd th\u00f4ng tin v\u01b0\u1ee3t tr\u1ed9i, AI c\u00f3 th\u1ec3 nh\u1eadn ra nh\u1eefng chi ti\u1ebft c\u1ef1c nh\u1ecf ho\u1eb7c c\u00e1c quy lu\u1eadt \u1ea9n m\u00e0 m\u1eaft ng\u01b0\u1eddi, k\u1ec3 c\u1ea3 nh\u1eefng chuy\u00ean gia d\u00e0y d\u1eb7n kinh nghi\u1ec7m, \u0111\u00f4i khi c\u0169ng c\u00f3 th\u1ec3 b\u1ecf s\u00f3t.<\/p>\n

\u0110\u00f3 c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t c\u1ee5m t\u1ebf b\u00e0o b\u1ea5t th\u01b0\u1eddng tr\u00ean \u1ea3nh ch\u1ee5p nh\u0169 \u1ea3nh \u1edf giai \u0111o\u1ea1n r\u1ea5t s\u1edbm, ho\u1eb7c s\u1ef1 thay \u0111\u1ed5i tinh vi v\u1ec1 m\u1eadt \u0111\u1ed9 \u0111i\u1ec3m \u1ea3nh tr\u00ean phim ch\u1ee5p CT s\u1ecd n\u00e3o b\u00e1o hi\u1ec7u nguy c\u01a1 b\u1ec7nh l\u00fd. N\u0103ng l\u1ef1c n\u00e0y gi\u00fap quy tr\u00ecnh AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 \u0111\u1eafc l\u1ef1c, kh\u00f4ng ch\u1ec9 t\u0103ng c\u01b0\u1eddng \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00e0 c\u00f2n \u0111\u1ea9y nhanh t\u1ed1c \u0111\u1ed9 ch\u1ea9n \u0111o\u00e1n, mang l\u1ea1i c\u01a1 h\u1ed9i \u0111i\u1ec1u tr\u1ecb s\u1edbm v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n cho b\u1ec7nh nh\u00e2n.<\/p>\n

Th\u1ef1c t\u1ebf \u1ee9ng d\u1ee5ng AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh: Nh\u1eefng \u0111\u1ed9t ph\u00e1 \u0111\u00e1ng kinh ng\u1ea1c<\/h2>\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m vi\u1ec5n t\u01b0\u1edfng m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t tr\u1ee3 th\u1ee7 \u0111\u1eafc l\u1ef1c trong y h\u1ecdc hi\u1ec7n \u0111\u1ea1i. C\u00f4ng ngh\u1ec7 AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh \u0111ang m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi, vi\u1ec7c ph\u00e1t hi\u1ec7n v\u00e0 ti\u00ean l\u01b0\u1ee3ng b\u1ec7nh t\u1eadt tr\u1edf n\u00ean nhanh ch\u00f3ng, ch\u00ednh x\u00e1c v\u00e0 d\u1ec5 ti\u1ebfp c\u1eadn h\u01a1n bao gi\u1edd h\u1ebft. S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a l\u0129nh v\u1ef1c medical AI kh\u00f4ng nh\u1eb1m thay th\u1ebf con ng\u01b0\u1eddi, m\u00e0 l\u00e0 \u0111\u1ec3 n\u00e2ng cao n\u0103ng l\u1ef1c v\u00e0 gi\u00fap chuy\u00ean gia y t\u1ebf t\u1eadp trung v\u00e0o vi\u1ec7c ch\u0103m s\u00f3c b\u1ec7nh nh\u00e2n to\u00e0n di\u1ec7n.<\/p>\n

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\"Nh\u1eefng
Nh\u1eefng \u0111\u1ed9t ph\u00e1 \u0111\u00e1ng kinh ng\u1ea1c trong \u1ee9ng d\u1ee5ng AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh<\/figcaption><\/figure><\/dt>\n<\/dl>\n<\/div>\n

Ph\u00e1t hi\u1ec7n s\u1edbm ung th\u01b0 v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c \u1ea5n t\u01b0\u1ee3ng<\/h3>\n

Trong cu\u1ed9c chi\u1ebfn ch\u1ed1ng l\u1ea1i ung th\u01b0, th\u1eddi gian l\u00e0 y\u1ebfu t\u1ed1 s\u1ed1ng c\u00f2n. C\u00f4ng ngh\u1ec7 AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh \u0111ang ch\u1ee9ng t\u1ecf vai tr\u00f2 nh\u01b0 m\u1ed9t v\u0169 kh\u00ed chi\u1ebfn l\u01b0\u1ee3c, \u0111\u1eb7c bi\u1ec7t trong vi\u1ec7c s\u00e0ng l\u1ecdc v\u00e0 ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c kh\u1ed1i u \u00e1c t\u00ednh. C\u00e1c m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n t\u1eeb h\u00e0ng tri\u1ec7u h\u00ecnh \u1ea3nh y khoa c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n nh\u1eefng d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng r\u1ea5t nh\u1ecf m\u00e0 m\u1eaft ng\u01b0\u1eddi c\u00f3 th\u1ec3 b\u1ecf s\u00f3t.<\/p>\n

Nhi\u1ec1u nghi\u00ean c\u1ee9u \u0111\u1ed9t ph\u00e1 \u0111\u00e3 cho th\u1ea5y, trong ch\u1ea9n \u0111o\u00e1n ung th\u01b0 v\u00fa qua \u1ea3nh ch\u1ee5p nh\u0169 \u1ea3nh, ung th\u01b0 ph\u1ed5i qua \u1ea3nh CT hay ung th\u01b0 da qua h\u00ecnh \u1ea3nh t\u1ed5n th\u01b0\u01a1ng, AI \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u00e0 \u0111\u00f4i khi v\u01b0\u1ee3t tr\u1ed9i h\u01a1n c\u00e1c chuy\u00ean gia X-quang gi\u00e0u kinh nghi\u1ec7m. Kh\u1ea3 n\u0103ng n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap ph\u00e1t hi\u1ec7n b\u1ec7nh \u1edf giai \u0111o\u1ea1n s\u1edbm, t\u0103ng c\u01a1 h\u1ed9i \u0111i\u1ec1u tr\u1ecb th\u00e0nh c\u00f4ng m\u00e0 c\u00f2n gi\u1ea3m thi\u1ec3u t\u1ef7 l\u1ec7 sinh thi\u1ebft kh\u00f4ng c\u1ea7n thi\u1ebft. Nh\u1edd \u0111\u00f3 mang l\u1ea1i l\u1ee3i \u00edch to l\u1edbn v\u1ec1 c\u1ea3 s\u1ee9c kh\u1ecfe v\u00e0 t\u00e2m l\u00fd cho ng\u01b0\u1eddi b\u1ec7nh.<\/p>\n

Ch\u1ea9n \u0111o\u00e1n b\u1ec7nh v\u00f5ng m\u1ea1c ti\u1ec3u \u0111\u01b0\u1eddng nhanh h\u01a1n b\u00e1c s\u0129 chuy\u00ean khoa<\/h3>\n

Ngo\u00e0i ung th\u01b0, AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh c\u00f2n t\u1ea1o ra nh\u1eefng thay \u0111\u1ed5i ngo\u1ea1n m\u1ee5c trong nhi\u1ec1u chuy\u00ean khoa kh\u00e1c, \u0111i\u1ec3n h\u00ecnh l\u00e0 nh\u00e3n khoa. B\u1ec7nh v\u00f5ng m\u1ea1c ti\u1ec3u \u0111\u01b0\u1eddng, m\u1ed9t bi\u1ebfn ch\u1ee9ng nguy hi\u1ec3m c\u00f3 th\u1ec3 g\u00e2y m\u00f9 l\u00f2a, \u0111\u00f2i h\u1ecfi ph\u1ea3i \u0111\u01b0\u1ee3c s\u00e0ng l\u1ecdc \u0111\u1ecbnh k\u1ef3. Tuy nhi\u00ean, vi\u1ec7c n\u00e0y g\u1eb7p nhi\u1ec1u th\u00e1ch th\u1ee9c \u1edf nh\u1eefng khu v\u1ef1c thi\u1ebfu b\u00e1c s\u0129 chuy\u00ean khoa.<\/p>\n

\u0110\u00e2y l\u00e0 l\u00fac c\u00f4ng ngh\u1ec7 medical AI ph\u00e1t huy s\u1ee9c m\u1ea1nh. C\u00e1c h\u1ec7 th\u1ed1ng AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh \u0111\u00e1y m\u1eaft v\u00e0 \u0111\u01b0a ra k\u1ebft qu\u1ea3 AI diagnosis v\u1ec1 nguy c\u01a1 m\u1eafc b\u1ec7nh ch\u1ec9 trong v\u00e0i gi\u00e2y. Quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a n\u00e0y cho ph\u00e9p s\u00e0ng l\u1ecdc b\u1ec7nh tr\u00ean quy m\u00f4 l\u1edbn m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed. Nh\u1edd v\u1eady gi\u00fap b\u1ec7nh nh\u00e2n \u1edf c\u1ea3 nh\u1eefng v\u00f9ng s\u00e2u v\u00f9ng xa c\u0169ng c\u00f3 th\u1ec3 ti\u1ebfp c\u1eadn d\u1ecbch v\u1ee5 y t\u1ebf ch\u1ea5t l\u01b0\u1ee3ng, k\u1ecbp th\u1eddi ng\u0103n ch\u1eb7n nguy c\u01a1 m\u1ea5t th\u1ecb l\u1ef1c.<\/p>\n

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\"\u1ee8ng
\u1ee8ng d\u1ee5ng AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh gi\u00fap ch\u1ea9n \u0111o\u00e1n b\u1ec7nh v\u00f5ng m\u1ea1c ti\u1ec3u \u0111\u01b0\u1eddng nhanh h\u01a1n b\u00e1c s\u0129 chuy\u00ean khoa<\/figcaption><\/figure><\/dt>\n<\/dl>\n<\/div>\n

D\u1ef1 b\u00e1o nguy c\u01a1 \u0111\u1ed9t qu\u1ef5 v\u00e0 b\u1ec7nh tim m\u1ea1ch t\u1eeb d\u1eef li\u1ec7u s\u1ee9c kh\u1ecfe<\/h3>\n

B\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc nh\u1ea5t c\u1ee7a AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh c\u00f3 l\u1ebd n\u1eb1m \u1edf kh\u1ea3 n\u0103ng chuy\u1ec3n \u0111\u1ed5i n\u1ec1n y h\u1ecdc t\u1eeb b\u1ecb \u0111\u1ed9ng sang ch\u1ee7 \u0111\u1ed9ng. Thay v\u00ec ch\u1ec9 ch\u1ea9n \u0111o\u00e1n khi b\u1ec7nh \u0111\u00e3 c\u00f3 tri\u1ec7u ch\u1ee9ng, AI gi\u1edd \u0111\u00e2y c\u00f3 th\u1ec3 d\u1ef1 b\u00e1o nguy c\u01a1 m\u1eafc b\u1ec7nh t\u1eeb r\u1ea5t s\u1edbm. B\u1eb1ng c\u00e1ch t\u1ed5ng h\u1ee3p v\u00e0 ph\u00e2n t\u00edch m\u1ed9t lo\u1ea1t d\u1eef li\u1ec7u \u0111a d\u1ea1ng, AI c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu h\u00ecnh ti\u1ec1m \u1ea9n v\u00e0 d\u1ef1 \u0111o\u00e1n nguy c\u01a1 \u0111\u1ed9t qu\u1ef5 ho\u1eb7c m\u1eafc b\u1ec7nh tim m\u1ea1ch c\u1ee7a m\u1ed9t c\u00e1 nh\u00e2n trong t\u01b0\u01a1ng lai.<\/p>\n

C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y m\u1edf ra m\u1ed9t ch\u01b0\u01a1ng m\u1edbi cho y h\u1ecdc d\u1ef1 ph\u00f2ng, cho ph\u00e9p b\u00e1c s\u0129 \u0111\u01b0a ra c\u1ea3nh b\u00e1o v\u00e0 can thi\u1ec7p s\u1edbm. Nh\u1eefng \u1ee9ng d\u1ee5ng n\u00e0y \u0111ang \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y m\u1ea1nh m\u1ebd th\u00f4ng qua c\u00e1c m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o li\u00ean ng\u00e0nh \u0111\u1ec3 t\u1ea1o ra m\u1ed9t th\u1ebf h\u1ec7 nh\u00e2n l\u1ef1c m\u1edbi c\u00f3 kh\u1ea3 n\u0103ng khai ph\u00e1 to\u00e0n b\u1ed9 ti\u1ec1m n\u0103ng c\u1ee7a AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh trong vi\u1ec7c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u1ed9ng \u0111\u1ed3ng.<\/p>\n

AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh c\u00f3 th\u1ef1c s\u1ef1 thay th\u1ebf \u0111\u01b0\u1ee3c b\u00e1c s\u0129?<\/h2>\n

D\u00f9 s\u1edf h\u1eefu ti\u1ec1m n\u0103ng to l\u1edbn v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c ng\u00e0y c\u00e0ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n, c\u00e2u tr\u1ea3 l\u1eddi ng\u1eafn g\u1ecdn \u1edf th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i l\u00e0 ch\u01b0a. Thay v\u00ec m\u1ed9t cu\u1ed9c \u0111\u1ed1i \u0111\u1ea7u, t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh y t\u1ebf c\u1ea7n m\u1ed9t s\u1ef1 h\u1ee3p t\u00e1c ch\u1eb7t ch\u1ebd, khi c\u00f4ng ngh\u1ec7 v\u00e0 con ng\u01b0\u1eddi c\u00f9ng ph\u00e1t huy th\u1ebf m\u1ea1nh.<\/p>\n

Nh\u1eefng th\u00e1ch th\u1ee9c v\u1ec1 d\u1eef li\u1ec7u v\u00e0 sai l\u1ec7ch thu\u1eadt to\u00e1n<\/h3>\n

M\u1ed9t trong nh\u1eefng r\u00e0o c\u1ea3n l\u1edbn nh\u1ea5t c\u1ee7a AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh n\u1eb1m \u1edf ch\u00ednh ngu\u1ed3n nhi\u00ean li\u1ec7u v\u1eadn h\u00e0nh n\u00f3: d\u1eef li\u1ec7u. Ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 t\u00ednh \u0111a d\u1ea1ng c\u1ee7a d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o s\u1ebd quy\u1ebft \u0111\u1ecbnh tr\u1ef1c ti\u1ebfp \u0111\u1ebfn \u0111\u1ed9 tin c\u1eady c\u1ee7a k\u1ebft qu\u1ea3. C\u00e1c m\u00f4 h\u00ecnh AI gi\u1ed1ng nh\u01b0 m\u1ed9t ng\u01b0\u1eddi h\u1ecdc tr\u00f2 c\u1ea7n m\u1eabn, ch\u00fang ch\u1ec9 c\u00f3 th\u1ec3 h\u1ecdc t\u1eeb nh\u1eefng g\u00ec \u0111\u01b0\u1ee3c d\u1ea1y. N\u1ebfu b\u1ed9 d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n ch\u1ee7 y\u1ebfu \u0111\u1ebfn t\u1eeb m\u1ed9t nh\u00f3m ch\u1ee7ng t\u1ed9c, \u0111\u1ed9 tu\u1ed5i hay gi\u1edbi t\u00ednh nh\u1ea5t \u0111\u1ecbnh, thu\u1eadt to\u00e1n s\u1ebd h\u00ecnh th\u00e0nh s\u1ef1 sai l\u1ec7ch ti\u1ec1m \u1ea9n.<\/p>\n

Vi\u1ec7c n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn vi\u1ec7c h\u1ec7 th\u1ed1ng AI diagnosis \u0111\u01b0a ra k\u1ebft qu\u1ea3 k\u00e9m ch\u00ednh x\u00e1c h\u01a1n khi \u00e1p d\u1ee5ng cho c\u00e1c nh\u00f3m \u0111\u1ed1i t\u01b0\u1ee3ng kh\u00e1c, v\u00f4 t\u00ecnh g\u00e2y ra ho\u1eb7c l\u00e0m tr\u1ea7m tr\u1ecdng th\u00eam s\u1ef1 b\u1ea5t b\u00ecnh \u0111\u1eb3ng trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe. Vi\u1ec7c x\u00e2y d\u1ef1ng c\u00e1c b\u1ed9 d\u1eef li\u1ec7u to\u00e0n di\u1ec7n, \u0111a d\u1ea1ng v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh b\u1ea3o m\u1eadt l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c kh\u1ed5ng l\u1ed3 \u0111\u00f2i h\u1ecfi s\u1ef1 chung tay c\u1ee7a to\u00e0n ng\u00e0nh y t\u1ebf.<\/p>\n

Vai tr\u00f2 kh\u00f4ng th\u1ec3 thi\u1ebfu c\u1ee7a tr\u1ef1c gi\u00e1c v\u00e0 s\u1ef1 \u0111\u1ed3ng c\u1ea3m y khoa<\/h3>\n

B\u00e1c s\u0129 kh\u00f4ng ch\u1ec9 ph\u00e2n t\u00edch c\u00e1c con s\u1ed1 hay h\u00ecnh \u1ea3nh m\u00e0 c\u00f2n l\u1eafng nghe c\u00e2u chuy\u1ec7n c\u1ee7a b\u1ec7nh nh\u00e2n, quan s\u00e1t bi\u1ec3u hi\u1ec7n v\u00e0 \u0111\u1eb7t c\u00e1c tri\u1ec7u ch\u1ee9ng v\u00e0o b\u1ed1i c\u1ea3nh cu\u1ed9c s\u1ed1ng, t\u00e2m l\u00fd c\u1ee7a ng\u01b0\u1eddi b\u1ec7nh \u0111\u1ec3 c\u00f3 m\u1ed9t b\u1ee9c tranh to\u00e0n c\u1ea3nh. Kinh nghi\u1ec7m l\u00e2m s\u00e0ng qua nhi\u1ec1u n\u0103m gi\u00fap h\u1ecd h\u00ecnh th\u00e0nh m\u1ed9t lo\u1ea1i tr\u1ef1c gi\u00e1c y khoa, cho ph\u00e9p nh\u1eadn ra nh\u1eefng \u0111i\u1ec1u b\u1ea5t th\u01b0\u1eddng m\u00e0 d\u1eef li\u1ec7u \u0111\u01a1n thu\u1ea7n kh\u00f4ng th\u1ec3 hi\u1ec7n h\u1ebft.<\/p>\n

\n
\n
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\"AI
AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh kh\u00f4ng th\u1ec3 thay th\u1ebf tr\u1ef1c gi\u00e1c v\u00e0 s\u1ef1 \u0111\u1ed3ng c\u1ea3m y khoa<\/figcaption><\/figure><\/dt>\n<\/dl>\n<\/div>\n

H\u01a1n th\u1ebf n\u1eefa, s\u1ef1 \u0111\u1ed3ng c\u1ea3m, kh\u1ea3 n\u0103ng an \u1ee7i v\u00e0 x\u00e2y d\u1ef1ng ni\u1ec1m tin l\u00e0 m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu trong qu\u00e1 tr\u00ecnh ch\u1eefa b\u1ec7nh. \u0110\u00e2y l\u00e0 s\u1ee3i d\u00e2y k\u1ebft n\u1ed1i v\u00f4 h\u00ecnh gi\u1eefa th\u1ea7y thu\u1ed1c v\u00e0 b\u1ec7nh nh\u00e2n, m\u1ed9t kh\u00eda c\u1ea1nh m\u00e0 medical AI hi\u1ec7n t\u1ea1i ch\u01b0a th\u1ec3 ch\u1ea1m t\u1edbi. Quy\u1ebft \u0111\u1ecbnh y khoa cu\u1ed1i c\u00f9ng kh\u00f4ng ch\u1ec9 d\u1ef1a tr\u00ean b\u1eb1ng ch\u1ee9ng khoa h\u1ecdc m\u00e0 c\u00f2n c\u1ea7n c\u00e2n nh\u1eafc \u0111\u1ebfn nguy\u1ec7n v\u1ecdng v\u00e0 ho\u00e0n c\u1ea3nh ri\u00eang c\u1ee7a m\u1ed7i ng\u01b0\u1eddi.<\/p>\n

AI l\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3 \u0111\u1eafc l\u1ef1c, kh\u00f4ng ph\u1ea3i ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng<\/h3>\n

T\u01b0\u01a1ng lai c\u1ee7a y h\u1ecdc kh\u00f4ng ph\u1ea3i l\u00e0 l\u1ef1a ch\u1ecdn gi\u1eefa con ng\u01b0\u1eddi v\u00e0 m\u00e1y m\u00f3c, m\u00e0 l\u00e0 s\u1ef1 c\u1ed9ng h\u01b0\u1edfng s\u1ee9c m\u1ea1nh gi\u1eefa hai b\u00ean. H\u00e3y h\u00ecnh dung AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh nh\u01b0 m\u1ed9t ng\u01b0\u1eddi tr\u1ee3 l\u00fd th\u00f4ng minh gi\u00fap b\u00e1c s\u0129 s\u00e0ng l\u1ecdc d\u1eef li\u1ec7u, ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c nguy c\u01a1 v\u00e0 \u0111\u1ec1 xu\u1ea5t nh\u1eefng h\u01b0\u1edbng ch\u1ea9n \u0111o\u00e1n ti\u1ec1m n\u0103ng. Tuy nhi\u00ean, b\u00e1c s\u0129 m\u1edbi l\u00e0 ng\u01b0\u1eddi \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh cu\u1ed1i c\u00f9ng d\u1ef1a tr\u00ean ki\u1ebfn th\u1ee9c chuy\u00ean m\u00f4n, kinh nghi\u1ec7m v\u00e0 s\u1ef1 th\u1ea5u hi\u1ec3u b\u1ec7nh nh\u00e2n.<\/p>\n

\u0110\u1ec3 m\u00f4 h\u00ecnh h\u1ee3p t\u00e1c n\u00e0y th\u1ef1c s\u1ef1 hi\u1ec7u qu\u1ea3, ch\u00fang ta c\u1ea7n m\u1ed9t th\u1ebf h\u1ec7 chuy\u00ean gia m\u1edbi. \u0110\u00f3 l\u00e0 nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng ch\u1ec9 am hi\u1ec3u s\u00e2u s\u1eafc v\u1ec1 y khoa m\u00e0 c\u00f2n \u0111\u01b0\u1ee3c trang b\u1ecb ki\u1ebfn th\u1ee9c v\u1ec1 c\u00f4ng ngh\u1ec7, ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o li\u00ean ng\u00e0nh, k\u1ebft h\u1ee3p y t\u1ebf v\u00e0 khoa h\u1ecdc m\u00e1y t\u00ednh, ch\u00ednh l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 khai ph\u00e1 h\u1ebft ti\u1ec1m n\u0103ng c\u1ee7a AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh, \u0111\u1ea3m b\u1ea3o c\u00f4ng ngh\u1ec7 ph\u1ee5c v\u1ee5 con hi\u1ec7u qu\u1ea3 nh\u1ea5t.<\/p>\n

T\u01b0\u01a1ng lai c\u1ee7a AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh: Y h\u1ecdc c\u00e1 nh\u00e2n h\u00f3a l\u00ean ng\u00f4i<\/h2>\n

V\u01b0\u1ee3t ra kh\u1ecfi nh\u1eefng \u1ee9ng d\u1ee5ng hi\u1ec7n t\u1ea1i, t\u01b0\u01a1ng lai c\u1ee7a AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh h\u1ee9a h\u1eb9n s\u1ebd t\u1ea1o ra m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng th\u1ef1c s\u1ef1 trong c\u00e1ch ti\u1ebfp c\u1eadn s\u1ee9c kh\u1ecfe. Tr\u1ecdng t\u00e2m c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng n\u00e0y ch\u00ednh l\u00e0 y h\u1ecdc c\u00e1 nh\u00e2n h\u00f3a, khi m\u1ecdi gi\u1ea3i ph\u00e1p ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe \u0111\u1ec1u \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eang bi\u1ec7t.<\/p>\n

\"T\u01b0\u01a1ng
T\u01b0\u01a1ng lai c\u1ee7a AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh h\u1ee9a h\u1eb9n s\u1ebd t\u1ea1o ra m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng th\u1ef1c s\u1ef1 trong c\u00e1ch ti\u1ebfp c\u1eadn s\u1ee9c kh\u1ecfe<\/figcaption><\/figure>\n

Ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf ri\u00eang cho t\u1eebng c\u00e1 nh\u00e2n<\/h3>\n

H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng m\u1ed9t t\u01b0\u01a1ng lai n\u01a1i vi\u1ec7c \u0111i\u1ec1u tr\u1ecb kh\u00f4ng c\u00f2n tu\u00e2n theo m\u1ed9t c\u00f4ng th\u1ee9c chung. Thay v\u00e0o \u0111\u00f3, c\u00f4ng ngh\u1ec7 AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh s\u1ebd ph\u00e2n t\u00edch to\u00e0n di\u1ec7n b\u1ed9 gen, l\u1ecbch s\u1eed y t\u1ebf, c\u00e1c ch\u1ec9 s\u1ed1 sinh h\u1ecdc v\u00e0 th\u1eadm ch\u00ed c\u1ea3 y\u1ebfu t\u1ed1 l\u1ed1i s\u1ed1ng c\u1ee7a b\u1ea1n. T\u1eeb kho d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 \u0111\u00f3, AI s\u1ebd \u0111\u1ec1 xu\u1ea5t ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb \u0111\u01b0\u1ee3c may \u0111o ho\u00e0n h\u1ea3o nh\u1ea5t cho c\u01a1 th\u1ec3 b\u1ea1n.<\/p>\n

C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap t\u1ed1i \u01b0u hi\u1ec7u qu\u1ea3 c\u1ee7a thu\u1ed1c, x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c li\u1ec1u l\u01b0\u1ee3ng c\u1ea7n thi\u1ebft v\u00e0 gi\u1ea3m thi\u1ec3u t\u1ed1i \u0111a c\u00e1c t\u00e1c d\u1ee5ng ph\u1ee5 kh\u00f4ng mong mu\u1ed1n. \u0110\u00e2y ch\u00ednh l\u00e0 y h\u1ecdc ch\u00ednh x\u00e1c, n\u01a1i m\u1ed7i b\u1ec7nh nh\u00e2n \u0111\u01b0\u1ee3c xem l\u00e0 m\u1ed9t tr\u01b0\u1eddng h\u1ee3p ri\u00eang bi\u1ec7t v\u00e0 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 ch\u0103m s\u00f3c ph\u00f9 h\u1ee3p nh\u1ea5t, thay \u0111\u1ed5i ho\u00e0n to\u00e0n ch\u1ea5t l\u01b0\u1ee3ng \u0111i\u1ec1u tr\u1ecb c\u00e1c c\u0103n b\u1ec7nh ph\u1ee9c t\u1ea1p.<\/p>\n

H\u01b0\u1edbng t\u1edbi m\u1ed9t h\u1ec7 th\u1ed1ng y t\u1ebf d\u1ef1 ph\u00f2ng th\u00f4ng minh v\u00e0 hi\u1ec7u qu\u1ea3<\/h3>\n

M\u1ee5c ti\u00eau cao nh\u1ea5t v\u00e0 c\u00f3 \u00fd ngh\u0129a nh\u1ea5t c\u1ee7a AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh l\u00e0 d\u1ecbch chuy\u1ec3n to\u00e0n b\u1ed9 n\u1ec1n y t\u1ebf. Thay v\u00ec ch\u1edd \u0111\u1ee3i b\u1ec7nh t\u1eadt xu\u1ea5t hi\u1ec7n r\u1ed3i m\u1edbi ch\u1eefa tr\u1ecb m\u1ed9t c\u00e1ch b\u1ecb \u0111\u1ed9ng, ch\u00fang ta s\u1ebd h\u01b0\u1edbng t\u1edbi m\u1ed9t h\u1ec7 th\u1ed1ng ph\u00f2ng b\u1ec7nh ch\u1ee7 \u0111\u1ed9ng.<\/p>\n

AI s\u1ebd li\u00ean t\u1ee5c ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u1ee9c kh\u1ecfe c\u1ee7a c\u1ed9ng \u0111\u1ed3ng, x\u00e1c \u0111\u1ecbnh c\u00e1c nh\u00f3m nguy c\u01a1 cao v\u00e0 \u0111\u01b0a ra c\u1ea3nh b\u00e1o s\u1edbm v\u1ec1 c\u00e1c \u0111\u1ee3t b\u00f9ng ph\u00e1t d\u1ecbch b\u1ec7nh ho\u1eb7c c\u00e1c xu h\u01b0\u1edbng b\u1ec7nh l\u00fd m\u1edbi. Nh\u1edd \u0111\u00f3 gi\u00fap m\u1ed7i c\u00e1 nh\u00e2n b\u1ea3o v\u1ec7 s\u1ee9c kh\u1ecfe t\u1ed1t h\u01a1n, g\u00f3p ph\u1ea7n x\u00e2y d\u1ef1ng m\u1ed9t l\u00e1 ch\u1eafn y t\u1ebf v\u1eefng ch\u1eafc cho to\u00e0n x\u00e3 h\u1ed9i, gi\u1ea3m t\u1ea3i \u00e1p l\u1ef1c kh\u1ed5ng l\u1ed3 l\u00ean h\u1ec7 th\u1ed1ng b\u1ec7nh vi\u1ec7n.<\/p>\n

\u0110\u00e0o t\u1ea1o nh\u00e2n l\u1ef1c AI cho y t\u1ebf t\u01b0\u01a1ng lai: H\u01b0\u1edbng \u0111i t\u1eeb c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh chu\u1ea9n qu\u1ed1c t\u1ebf<\/h3>\n

\u0110\u1ec3 bi\u1ebfn t\u1ea7m nh\u00ecn v\u1ec1 y t\u1ebf th\u00f4ng minh th\u00e0nh hi\u1ec7n th\u1ef1c, y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i n\u1eb1m \u1edf con ng\u01b0\u1eddi. Vi\u1ec7c \u0111\u00e0o t\u1ea1o m\u1ed9t th\u1ebf h\u1ec7 chuy\u00ean gia v\u1eeba am hi\u1ec3u c\u00f4ng ngh\u1ec7 AI, v\u1eeba c\u00f3 t\u01b0 duy \u1ee9ng d\u1ee5ng trong l\u0129nh v\u1ef1c y t\u1ebf l\u00e0 nhi\u1ec7m v\u1ee5 c\u1ea5p thi\u1ebft. N\u1eafm b\u1eaft xu th\u1ebf n\u00e0y, nhi\u1ec1u ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o chu\u1ea9n qu\u1ed1c t\u1ebf \u0111\u00e3 ra \u0111\u1eddi \u0111\u1ec3 trang b\u1ecb cho ng\u01b0\u1eddi h\u1ecdc h\u00e0nh trang c\u1ea7n thi\u1ebft.<\/p>\n

M\u1ed9t v\u00ed d\u1ee5 ti\u00eau bi\u1ec3u l\u00e0 ch\u01b0\u01a1ng tr\u00ecnh li\u00ean k\u1ebft qu\u1ed1c t\u1ebf ng\u00e0nh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> c\u1ee7a Asia University Vietnam, k\u1ebft qu\u1ea3 c\u1ee7a s\u1ef1 h\u1ee3p t\u00e1c chi\u1ebfn l\u01b0\u1ee3c gi\u1eefa Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc FPT, T\u1eadp \u0111o\u00e0n FPT v\u00e0 Asia University, \u0110\u00e0i Loan<\/a> (Trung Qu\u1ed1c). Sinh vi\u00ean theo h\u1ecdc \u0111\u01b0\u1ee3c ti\u1ebfp c\u1eadn m\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o ti\u00ean ti\u1ebfn 2 n\u0103m t\u1ea1i Vi\u1ec7t Nam v\u00e0 2 n\u0103m t\u1ea1i \u0110\u00e0i Loan. Ho\u00e0n th\u00e0nh ch\u01b0\u01a1ng tr\u00ecnh, sinh vi\u00ean nh\u1eadn b\u1eb1ng qu\u1ed1c t\u1ebf tr\u1ef1c ti\u1ebfp t\u1eeb Asia University \u2013 tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc danh ti\u1ebfng v\u1edbi v\u1ecb tr\u00ed trong nh\u00f3m 401-500 \u0110\u1ea1i h\u1ecdc t\u1ed1t nh\u1ea5t th\u1ebf gi\u1edbi (THE, 2025).<\/p>\n

\"Ch\u01b0\u01a1ng
Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o c\u1ee7a Asia University Vietnam ch\u00fa tr\u1ecdng vi\u1ec7c \u1ee9ng d\u1ee5ng AI li\u00ean ng\u00e0nh, cho ph\u00e9p sinh vi\u00ean tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf t\u1ea1i c\u00e1c khu v\u1ef1c m\u00f4 ph\u1ecfng hi\u1ec7n \u0111\u1ea1i<\/figcaption><\/figure>\n

Ch\u01b0\u01a1ng tr\u00ecnh h\u1ecdc c\u1ee7a Asia University Vietnam<\/a> \u0111\u1eb7c bi\u1ec7t ch\u00fa tr\u1ecdng vi\u1ec7c \u1ee9ng d\u1ee5ng AI li\u00ean ng\u00e0nh, cho ph\u00e9p sinh vi\u00ean tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf t\u1ea1i c\u00e1c khu v\u1ef1c m\u00f4 ph\u1ecfng hi\u1ec7n \u0111\u1ea1i nh\u01b0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe th\u00f4ng minh v\u00e0 robot th\u00f4ng minh. \u0110\u00e2y ch\u00ednh l\u00e0 m\u00f4i tr\u01b0\u1eddng l\u00fd t\u01b0\u1edfng \u0111\u1ec3 c\u00e1c chuy\u00ean gia t\u01b0\u01a1ng lai kh\u00f4ng ch\u1ec9 h\u1ecdc v\u1ec1 thu\u1eadt to\u00e1n, m\u00e0 c\u00f2n bi\u1ebft c\u00e1ch d\u00f9ng AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh v\u00e0 x\u00e2y d\u1ef1ng c\u00e1c gi\u1ea3i ph\u00e1p y t\u1ebf th\u1ef1c ti\u1ec5n, chu\u1ea9n b\u1ecb m\u1ed9t h\u00e0nh trang v\u1eefng ch\u1eafc \u0111\u1ec3 t\u1ef1 tin chinh ph\u1ee5c th\u1ecb tr\u01b0\u1eddng nh\u00e2n l\u1ef1c c\u00f4ng ngh\u1ec7 to\u00e0n c\u1ea7u.<\/p>\n

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

C\u00f4ng ngh\u1ec7 AI ch\u1ea9n \u0111o\u00e1n b\u1ec7nh \u0111ang t\u1ea1o n\u00ean b\u01b0\u1edbc ngo\u1eb7t trong y khoa, gi\u00fap ph\u00e1t hi\u1ec7n s\u1edbm nhi\u1ec1u b\u1ec7nh l\u00fd ph\u1ee9c t\u1ea1p v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u00e1ng kinh ng\u1ea1c. V\u1eady tr\u00ean th\u1ef1c t\u1ebf, AI c\u00f3 kh\u1ea3 n\u0103ng v\u01b0\u1ee3t qua con ng\u01b0\u1eddi v\u00e0 li\u1ec7u c\u00f3 th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n vai tr\u00f2 c\u1ee7a b\u00e1c s\u0129?<\/p>\n","protected":false},"author":17,"featured_media":35685,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"class_list":["post-35683","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dinh-huong-nghe-nghiep","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/35683","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=35683"}],"version-history":[{"count":0,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/35683\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media\/35685"}],"wp:attachment":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=35683"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=35683"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=35683"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}