{"id":12272,"date":"2026-05-03T17:19:51","date_gmt":"2026-05-03T10:19:51","guid":{"rendered":"https:\/\/taichinhphowall.com\/index.php\/2026\/05\/03\/phat-hien-ung-thu-tuy-som-nho-tri-tue-nhan-tao-ai\/"},"modified":"2026-05-03T17:19:51","modified_gmt":"2026-05-03T10:19:51","slug":"phat-hien-ung-thu-tuy-som-nho-tri-tue-nhan-tao-ai","status":"publish","type":"post","link":"https:\/\/taichinhphowall.com\/index.php\/2026\/05\/03\/phat-hien-ung-thu-tuy-som-nho-tri-tue-nhan-tao-ai\/","title":{"rendered":"Ph\u00e1t hi\u1ec7n ung th\u01b0 t\u1ee5y s\u1edbm nh\u1edd tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)"},"content":{"rendered":"
\n

Ph\u00e1t hi\u1ec7n ung th\u01b0 t\u1ee5y s\u1edbm nh\u1edd tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang tr\u1edf th\u00e0nh m\u1ed9t b\u01b0\u1edbc ngo\u1eb7t y t\u1ebf \u0111\u1ea7y h\u1ee9a h\u1eb9n, thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch ch\u00fang ta \u0111\u1ed1i di\u1ec7n v\u1edbi c\u0103n b\u1ec7nh c\u00f3 t\u1ef7 l\u1ec7 t\u1eed vong cao n\u00e0y. Hi\u1ec7n nay, khi c\u00e1c b\u00e1c s\u0129 c\u00f3 th\u1ec3 ch\u1ea9n \u0111o\u00e1n \u0111\u01b0\u1ee3c ung th\u01b0 tuy\u1ebfn t\u1ee5y, th\u01b0\u1eddng th\u00ec th\u1eddi \u0111i\u1ec3m v\u00e0ng \u0111\u1ec3 can thi\u1ec7p hi\u1ec7u qu\u1ea3 \u0111\u00e3 tr\u00f4i qua. Tuy nhi\u00ean, m\u1ed9t nghi\u00ean c\u1ee9u m\u1edbi c\u00f4ng b\u1ed1 tr\u00ean t\u1ea1p ch\u00ed Gut \u0111\u00e3 m\u1edf ra tia hy v\u1ecdng m\u1edbi, cho th\u1ea5y tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n nh\u1eefng t\u00edn hi\u1ec7u b\u1ea5t th\u01b0\u1eddng ngay c\u1ea3 khi kh\u1ed1i u ch\u01b0a h\u1ec1 xu\u1ea5t hi\u1ec7n tr\u00ean h\u00ecnh \u1ea3nh ch\u1ea9n \u0111o\u00e1n th\u00f4ng th\u01b0\u1eddng.<\/p>\n

\n \"Ph\u00e1t
\u1ea2nh t\u1eeb ngu\u1ed3n: nbcnews.com<\/em><\/figcaption><\/figure>\n

B\u01b0\u1edbc ti\u1ebfn t\u1eeb c\u00e1c thu\u1eadt to\u00e1n ch\u1ea9n \u0111o\u00e1n<\/h2>\n

M\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n t\u1ea1i Mayo Clinic (Minnesota) \u0111\u00e3 cho th\u1ea5y kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i trong vi\u1ec7c ph\u00e1t hi\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng tr\u00ean phim ch\u1ee5p CT c\u1ee7a b\u1ec7nh nh\u00e2n, s\u1edbm h\u01a1n t\u1edbi ba n\u0103m so v\u1edbi th\u1eddi \u0111i\u1ec3m h\u1ecd \u0111\u01b0\u1ee3c ch\u1ea9n \u0111o\u00e1n ch\u00ednh th\u1ee9c. \u0110\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c th\u00e0nh t\u1ef1u n\u00e0y, c\u00e1c nh\u00e0 khoa h\u1ecdc \u0111\u00e3 hu\u1ea5n luy\u1ec7n h\u1ec7 th\u1ed1ng b\u1eb1ng c\u00e1ch cung c\u1ea5p d\u1eef li\u1ec7u t\u1eeb nh\u1eefng b\u1ec7nh nh\u00e2n \u0111\u00e3 t\u1eebng ch\u1ee5p CT v\u00ec c\u00e1c l\u00fd do y t\u1ebf kh\u00e1c nh\u01b0ng sau \u0111\u00f3 l\u1ea1i \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh m\u1eafc ung th\u01b0 t\u1ee5y. So s\u00e1nh v\u1edbi \u0111\u00e1nh gi\u00e1 t\u1eeb c\u00e1c b\u00e1c s\u0129 ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh chuy\u00ean nghi\u1ec7p, m\u00f4 h\u00ecnh AI n\u00e0y cho th\u1ea5y hi\u1ec7u su\u1ea5t cao g\u1ea5p ba l\u1ea7n trong vi\u1ec7c nh\u1eadn di\u1ec7n nh\u1eefng t\u00edn hi\u1ec7u tinh vi c\u1ee7a b\u1ec7nh l\u00fd ngay t\u1eeb giai \u0111o\u1ea1n \u0111\u1ea7u.<\/p>\n

Th\u1ef1c t\u1ebf cho th\u1ea5y, tuy\u1ebfn t\u1ee5y l\u00e0 m\u1ed9t c\u01a1 quan n\u1eb1m s\u00e2u trong \u1ed5 b\u1ee5ng, khi\u1ebfn vi\u1ec7c t\u1ea7m so\u00e1t \u0111\u1ecbnh k\u1ef3 gi\u1ed1ng nh\u01b0 ung th\u01b0 v\u00fa hay ung th\u01b0 \u0111\u1ea1i tr\u1ef1c tr\u00e0ng tr\u1edf n\u00ean b\u1ea5t kh\u1ea3 thi. Khi b\u1ec7nh nh\u00e2n b\u1eaft \u0111\u1ea7u xu\u1ea5t hi\u1ec7n nh\u1eefng tri\u1ec7u ch\u1ee9ng nh\u01b0 \u0111au b\u1ee5ng ho\u1eb7c s\u1ee5t c\u00e2n \u0111\u1ed9t ng\u1ed9t, b\u1ec7nh th\u01b0\u1eddng \u0111\u00e3 \u1edf giai \u0111o\u1ea1n ti\u1ebfn tri\u1ec3n. \u0110\u00e1ng ch\u00fa \u00fd, \u0111\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 nh\u1eefng bi\u1ebfn c\u1ed1 \u0111\u1ed9t ng\u1ed9t x\u1ea3y ra trong v\u00e0i th\u00e1ng, m\u00e0 l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh \u00e2m th\u1ea7m t\u00edch t\u1ee5 c\u00e1c d\u1ea5u hi\u1ec7u sinh h\u1ecdc m\u00e0 m\u1eaft th\u01b0\u1eddng kh\u00f3 l\u00f2ng nh\u1eadn ra tr\u00ean c\u00e1c b\u1ea3n qu\u00e9t h\u00ecnh \u1ea3nh.<\/p>\n

Gi\u1ea3i m\u00e3 nh\u1eefng t\u00edn hi\u1ec7u t\u1eeb tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n

Nh\u00ecn s\u00e2u v\u00e0o b\u1ea3n ch\u1ea5t c\u1ee7a s\u1ef1 \u0111\u1ed9t ph\u00e1 n\u00e0y, m\u00f4 h\u00ecnh AI kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 c\u00f4ng c\u1ee5 s\u00e0ng l\u1ecdc, m\u00e0 l\u00e0 m\u1ed9t “th\u00e1m t\u1eed k\u1ef9 thu\u1eadt s\u1ed1” c\u00f3 kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n c\u00e1c t\u1ebf b\u00e0o b\u1ea5t th\u01b0\u1eddng trong t\u1ee5y. Nh\u1eefng t\u1ebf b\u00e0o n\u00e0y v\u1ed1n \u0111\u00f3ng vai tr\u00f2 l\u00e1 ch\u1eafn, b\u1ea3o v\u1ec7 ung th\u01b0 tr\u01b0\u1edbc h\u1ec7 mi\u1ec5n d\u1ecbch c\u1ee7a c\u01a1 th\u1ec3. Trong khi c\u00e1c b\u00e1c s\u0129 l\u00e2m s\u00e0ng h\u00e0ng ng\u00e0y n\u1ed7 l\u1ef1c t\u00ecm ki\u1ebfm m\u1ed9t kh\u1ed1i u \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c, th\u00ec AI l\u1ea1i t\u1eadp trung v\u00e0o nh\u1eefng thay \u0111\u1ed5i vi m\u00f4 m\u00e0 ngay c\u1ea3 nh\u1eefng chuy\u00ean gia gi\u00e0u kinh nghi\u1ec7m nh\u1ea5t c\u0169ng c\u00f3 th\u1ec3 b\u1ecf l\u1ee1. C\u00f4ng ngh\u1ec7 n\u00e0y h\u1ee9a h\u1eb9n s\u1ebd tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n c\u1ee7a h\u01a1i th\u1edf th\u1eddi \u0111\u1ea1i trong y h\u1ecdc, khi m\u00e1y m\u00f3c h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi v\u01b0\u1ee3t qua c\u00e1c gi\u1edbi h\u1ea1n th\u1ecb gi\u00e1c truy\u1ec1n th\u1ed1ng.<\/p>\n

T\u01b0\u01a1ng lai c\u1ee7a t\u1ea7m so\u00e1t ung th\u01b0<\/h2>\n

Hi\u1ec7n nay, m\u00f4 h\u00ecnh n\u00e0y \u0111ang \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 trong c\u00e1c th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng v\u1edbi k\u1ef3 v\u1ecdng t\u1ea1o ra b\u01b0\u1edbc ngo\u1eb7t cho nh\u00f3m \u0111\u1ed1i t\u01b0\u1ee3ng c\u00f3 nguy c\u01a1 cao nh\u01b0 ng\u01b0\u1eddi c\u00f3 ti\u1ec1n s\u1eed gia \u0111\u00ecnh ho\u1eb7c b\u1ec7nh nh\u00e2n ti\u1ec3u \u0111\u01b0\u1eddng. N\u1ebfu c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n s\u1edbm tr\u01b0\u1edbc khi b\u1ec7nh lan r\u1ed9ng sang c\u00e1c c\u01a1 quan kh\u00e1c, t\u1ef7 l\u1ec7 b\u1ec7nh nh\u00e2n c\u00f3 c\u01a1 h\u1ed9i ph\u1eabu thu\u1eadt ho\u1eb7c \u0111i\u1ec1u tr\u1ecb chuy\u00ean s\u00e2u s\u1ebd t\u0103ng l\u00ean \u0111\u00e1ng k\u1ec3. \u0110i\u1ec1u n\u00e0y c\u0169ng g\u1ee3i nh\u1eafc \u0111\u1ebfn c\u00e1ch m\u00e0 s\u1ef1 chu\u1ea9n b\u1ecb k\u1ef9 l\u01b0\u1ee1ng lu\u00f4n l\u00e0 y\u1ebfu t\u1ed1 s\u1ed1ng c\u00f2n trong m\u1ecdi l\u0129nh v\u1ef1c, t\u01b0\u01a1ng t\u1ef1 nh\u01b0 s\u1ef1 t\u1eadp trung cao \u0111\u1ed9 trong c\u00e1c s\u1ef1 ki\u1ec7n th\u1ec3 thao l\u1edbn nh\u01b0 Kentucky Derby v\u00e0 s\u1ee9c h\u00fat c\u1ee7a b\u1ed9 m\u00f4n th\u1ec3 thao vua<\/a> hay tinh th\u1ea7n ki\u00ean \u0111\u1ecbnh trong Kentucky Derby winner Cherie DeVaux v\u00e0 c\u00fa \u0111\u1eb7t c\u01b0\u1ee3c v\u00e0o b\u1ea3n th\u00e2n<\/a>.<\/p>\n

D\u1eabu v\u1eady, c\u00e1c chuy\u00ean gia v\u1eabn gi\u1eef s\u1ef1 th\u1eadn tr\u1ecdng c\u1ea7n thi\u1ebft. Vi\u1ec7c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i c\u1ea7n th\u00eam th\u1eddi gian th\u1eed nghi\u1ec7m \u0111\u1ec3 theo d\u00f5i di\u1ec5n ti\u1ebfn c\u1ee7a b\u1ec7nh nh\u00e2n trong v\u00e0i n\u0103m t\u1edbi. M\u1eb7c d\u00f9 y h\u1ecdc hi\u1ec7n \u0111\u1ea1i \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3 nh\u01b0 c\u00e1c lo\u1ea1i v\u1eafc-xin mRNA hay c\u00e1c li\u1ec7u ph\u00e1p \u0111i\u1ec1u tr\u1ecb m\u1edbi, vi\u1ec7c k\u1ebft h\u1ee3p AI v\u00e0o quy tr\u00ecnh ch\u1ea9n \u0111o\u00e1n v\u1eabn l\u00e0 m\u1ed9t c\u1ed9t m\u1ed1c quan tr\u1ecdng, gi\u00fap c\u00e1c b\u00e1c s\u0129 nh\u00ecn th\u1ea5y “v\u1ea1ch \u0111\u00edch” r\u00f5 r\u00e0ng h\u01a1n trong cu\u1ed9c chi\u1ebfn ch\u1ed1ng l\u1ea1i c\u0103n b\u1ec7nh nguy hi\u1ec3m n\u00e0y.<\/p>\n

B\u00e0i vi\u1ebft \u0111\u00e3 \u0111\u01b0\u1ee3c bi\u00ean t\u1eadp l\u1ea1i t\u1eeb ngu\u1ed3n: nbcnews.com<\/em><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Ph\u00e1t hi\u1ec7n ung th\u01b0 t\u1ee5y s\u1edbm nh\u1edd tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang tr\u1edf th\u00e0nh m\u1ed9t b\u01b0\u1edbc ngo\u1eb7t y t\u1ebf \u0111\u1ea7y h\u1ee9a h\u1eb9n, thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch ch\u00fang ta \u0111\u1ed1i di\u1ec7n v\u1edbi c\u0103n b\u1ec7nh c\u00f3 t\u1ef7 l\u1ec7 t\u1eed vong cao n\u00e0y. Hi\u1ec7n nay, khi c\u00e1c b\u00e1c s\u0129 c\u00f3 th\u1ec3 ch\u1ea9n \u0111o\u00e1n \u0111\u01b0\u1ee3c ung th\u01b0 tuy\u1ebfn […]<\/p>\n","protected":false},"author":1,"featured_media":12271,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[70],"tags":[],"class_list":["post-12272","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc-the-gioi"],"_links":{"self":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts\/12272","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/comments?post=12272"}],"version-history":[{"count":0,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/posts\/12272\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/media\/12271"}],"wp:attachment":[{"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/media?parent=12272"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/categories?post=12272"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/taichinhphowall.com\/index.php\/wp-json\/wp\/v2\/tags?post=12272"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}