<\/p>\n
Rung nh\u0129 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn h\u01a1n 58 tri\u1ec7u ng\u01b0\u1eddi tr\u00ean to\u00e0n th\u1ebf gi\u1edbi v\u00e0 l\u00e0m t\u0103ng \u0111\u00e1ng k\u1ec3 nguy c\u01a1 \u0111\u1ed9t qu\u1ef5. Tuy nhi\u00ean, c\u00e1c c\u00f4ng c\u1ee5 hi\u1ec7n t\u1ea1i \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 nguy c\u01a1 n\u00e0y, nh\u01b0 c\u00e1c \u0111i\u1ec3m s\u1ed1 c\u1ed5 \u0111i\u1ec3n, v\u1eabn c\u00f2n thi\u1ebfu ch\u00ednh x\u00e1c v\u00e0 kh\u00f4ng t\u00ednh \u0111\u1ebfn c\u00e1c t\u01b0\u01a1ng t\u00e1c ph\u1ee9c t\u1ea1p gi\u1eefa c\u00e1c y\u1ebfu t\u1ed1 s\u1ee9c kh\u1ecfe kh\u00e1c nhau c\u1ee7a b\u1ec7nh nh\u00e2n.<\/p>\n
M\u1ed9t nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o m\u1edbi c\u00f3 kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n nguy c\u01a1 \u0111\u1ed9t qu\u1ef5 trong m\u1ed9t n\u0103m \u1edf nh\u1eefng b\u1ec7nh nh\u00e2n v\u1eeba \u0111\u01b0\u1ee3c ch\u1ea9n \u0111o\u00e1n m\u1eafc rung nh\u0129. C\u00e1c m\u00f4 h\u00ecnh n\u00e0y ch\u1ec9 s\u1eed d\u1ee5ng nh\u1eefng th\u00f4ng tin d\u1ec5 d\u00e0ng c\u00f3 s\u1eb5n: tu\u1ed5i t\u00e1c, ti\u1ec1n s\u1eed b\u1ec7nh \u00e1n v\u00e0 c\u00e1c lo\u1ea1i thu\u1ed1c m\u00e0 b\u1ec7nh nh\u00e2n \u0111ang s\u1eed d\u1ee5ng. Kh\u00f4ng gi\u1ed1ng nh\u01b0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng, nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y ph\u00e2n t\u00edch c\u00e1c m\u1ed1i quan h\u1ec7 tinh t\u1ebf gi\u1eefa c\u00e1c y\u1ebfu t\u1ed1 n\u00e0y \u0111\u1ec3 cung c\u1ea5p m\u1ed9t \u01b0\u1edbc t\u00ednh c\u00e1 nh\u00e2n h\u00f3a v\u00e0 \u0111\u00e1ng tin c\u1eady h\u01a1n.<\/p>\n
K\u1ebft qu\u1ea3 r\u1ea5t thuy\u1ebft ph\u1ee5c. Hai m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m, m\u1ed9t d\u1ef1a tr\u00ean ph\u01b0\u01a1ng ph\u00e1p th\u1ed1ng k\u00ea c\u1ed5 \u0111i\u1ec3n v\u00e0 m\u1ed9t d\u1ef1a tr\u00ean k\u1ef9 thu\u1eadt h\u1ecdc m\u00e1y ti\u00ean ti\u1ebfn, \u0111\u00e3 cho th\u1ea5y kh\u1ea3 n\u0103ng ph\u00e2n bi\u1ec7t c\u00e1c b\u1ec7nh nh\u00e2n c\u00f3 nguy c\u01a1 v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n nhi\u1ec1u so v\u1edbi c\u00e1c ph\u01b0\u01a1ng ph\u00e1p hi\u1ec7n c\u00f3. Hi\u1ec7u su\u1ea5t c\u1ee7a ch\u00fang \u0111\u00e3 \u0111\u01b0\u1ee3c x\u00e1c nh\u1eadn tr\u00ean nhi\u1ec1u nh\u00f3m b\u1ec7nh nh\u00e2n \u0111a d\u1ea1ng, kh\u1eb3ng \u0111\u1ecbnh \u0111\u1ed9 tin c\u1eady trong c\u00e1c b\u1ed1i c\u1ea3nh l\u00e2m s\u00e0ng kh\u00e1c nhau. H\u01a1n n\u1eefa, c\u00e1c m\u00f4 h\u00ecnh n\u00e0y cho ph\u00e9p \u0111i\u1ec1u ch\u1ec9nh ng\u01b0\u1ee1ng nguy c\u01a1 t\u00f9y theo nhu c\u1ea7u c\u00e1 nh\u00e2n, \u0111i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch cho nh\u1eefng b\u1ec7nh nh\u00e2n cao tu\u1ed5i ho\u1eb7c c\u00f3 nhi\u1ec1u v\u1ea5n \u0111\u1ec1 s\u1ee9c kh\u1ecfe.<\/p>\n
M\u1ed9t \u01b0u \u0111i\u1ec3m l\u1edbn kh\u00e1c l\u00e0 t\u00ednh \u0111\u01a1n gi\u1ea3n trong s\u1eed d\u1ee5ng. Ch\u00fang kh\u00f4ng y\u00eau c\u1ea7u x\u00e9t nghi\u1ec7m m\u00e1u ho\u1eb7c ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh, th\u01b0\u1eddng kh\u00f4ng c\u00f3 s\u1eb5n t\u1ea1i th\u1eddi \u0111i\u1ec3m ch\u1ea9n \u0111o\u00e1n. \u0110i\u1ec1u n\u00e0y gi\u00fap ch\u00fang d\u1ec5 d\u00e0ng \u00e1p d\u1ee5ng trong th\u1ef1c h\u00e0nh h\u00e0ng ng\u00e0y t\u1ea1i c\u00e1c b\u1ec7nh vi\u1ec7n. C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u0169ng \u0111\u00e3 x\u00e1c minh r\u1eb1ng nh\u1eefng c\u00f4ng c\u1ee5 n\u00e0y ho\u1ea1t \u0111\u1ed9ng t\u1ed1t cho c\u1ea3 nam v\u00e0 n\u1eef, tr\u00e1nh \u0111\u01b0\u1ee3c s\u1ef1 thi\u00ean v\u1ecb li\u00ean quan \u0111\u1ebfn gi\u1edbi t\u00ednh.<\/p>\n
V\u1ec1 l\u00e2u d\u00e0i, c\u00e1c m\u00f4 h\u00ecnh n\u00e0y c\u00f2n gi\u00fap x\u00e1c \u0111\u1ecbnh nh\u1eefng b\u1ec7nh nh\u00e2n s\u1ebd \u0111\u01b0\u1ee3c h\u01b0\u1edfng l\u1ee3i nhi\u1ec1u nh\u1ea5t t\u1eeb vi\u1ec7c \u0111i\u1ec1u tr\u1ecb ch\u1ed1ng \u0111\u00f4ng m\u00e1u. D\u1eef li\u1ec7u cho th\u1ea5y nh\u1eefng b\u1ec7nh nh\u00e2n \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i c\u00f3 nguy c\u01a1 cao b\u1edfi c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y th\u1ea5y nguy c\u01a1 \u0111\u1ed9t qu\u1ef5 gi\u1ea3m \u0111\u00e1ng k\u1ec3 n\u1ebfu h\u1ecd s\u1eed d\u1ee5ng c\u00e1c lo\u1ea1i thu\u1ed1c n\u00e0y, tr\u00e1i ng\u01b0\u1ee3c v\u1edbi nh\u1eefng b\u1ec7nh nh\u00e2n \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh b\u1eb1ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng.<\/p>\n
\u0110\u1ed9t ph\u00e1 n\u00e0y m\u1edf ra con \u0111\u01b0\u1eddng cho m\u1ed9t n\u1ec1n y h\u1ecdc c\u00e1 nh\u00e2n h\u00f3a h\u01a1n. C\u00e1c b\u00e1c s\u0129 c\u00f3 th\u1ec3 s\u1edbm d\u1ef1a v\u00e0o nh\u1eefng d\u1ef1 \u0111o\u00e1n n\u00e0y \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh ph\u01b0\u01a1ng ph\u00e1p \u0111i\u1ec1u tr\u1ecb ph\u00f9 h\u1ee3p v\u1edbi h\u1ed3 s\u01a1 \u0111\u1ed9c \u0111\u00e1o c\u1ee7a t\u1eebng b\u1ec7nh nh\u00e2n, t\u1eeb \u0111\u00f3 gi\u1ea3m s\u1ed1 l\u01b0\u1ee3ng c\u00e1c ca \u0111\u1ed9t qu\u1ef5 c\u00f3 th\u1ec3 ph\u00f2ng tr\u00e1nh \u0111\u01b0\u1ee3c v\u00e0 c\u1ea3i thi\u1ec7n vi\u1ec7c qu\u1ea3n l\u00fd rung nh\u0129.<\/p>\n
DOI\u00a0:<\/strong> https:\/\/doi.org\/10.1038\/s41746-026-02470-3<\/a><\/p>\n Titre\u00a0:<\/strong> Interpretable machine learning models for stroke risk prediction in patients with newly diagnosed atrial fibrillation<\/p>\n Revue : <\/strong> npj Digital Medicine<\/p>\n \u00c9diteur : <\/strong> Springer Science and Business Media LLC<\/p>\n Auteurs : <\/strong> Jesse Chih-Wei Lin; Chen-Min Chang; Heng-Yu Pan; Yi-Lwun Ho; Yu-Kang Tu; Chao-Lun Lai<\/p>\n","protected":false},"excerpt":{"rendered":" C\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n t\u1ed1t h\u01a1n nguy c\u01a1 \u0111\u1ed9t qu\u1ef5 \u1edf b\u1ec7nh nh\u00e2n m\u1eafc rung nh\u0129 kh\u00f4ng? Rung nh\u0129 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn h\u01a1n 58 tri\u1ec7u ng\u01b0\u1eddi tr\u00ean to\u00e0n th\u1ebf gi\u1edbi v\u00e0 l\u00e0m t\u0103ng \u0111\u00e1ng k\u1ec3 nguy c\u01a1 \u0111\u1ed9t qu\u1ef5. Tuy nhi\u00ean, c\u00e1c c\u00f4ng c\u1ee5 hi\u1ec7n t\u1ea1i \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 nguy c\u01a1 n\u00e0y, nh\u01b0 c\u00e1c \u0111i\u1ec3m… Continue reading C\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n t\u1ed1t h\u01a1n nguy c\u01a1 \u0111\u1ed9t qu\u1ef5 \u1edf b\u1ec7nh nh\u00e2n m\u1eafc rung nh\u0129 kh\u00f4ng?<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5,2],"tags":[],"class_list":["post-17","post","type-post","status-publish","format-standard","hentry","category-quoc-te","category-suc-khoe","entry"],"_links":{"self":[{"href":"https:\/\/journalofartificialintelligence.com\/vi\/wp-json\/wp\/v2\/posts\/17","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/journalofartificialintelligence.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/journalofartificialintelligence.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/journalofartificialintelligence.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/journalofartificialintelligence.com\/vi\/wp-json\/wp\/v2\/comments?post=17"}],"version-history":[{"count":1,"href":"https:\/\/journalofartificialintelligence.com\/vi\/wp-json\/wp\/v2\/posts\/17\/revisions"}],"predecessor-version":[{"id":18,"href":"https:\/\/journalofartificialintelligence.com\/vi\/wp-json\/wp\/v2\/posts\/17\/revisions\/18"}],"wp:attachment":[{"href":"https:\/\/journalofartificialintelligence.com\/vi\/wp-json\/wp\/v2\/media?parent=17"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/journalofartificialintelligence.com\/vi\/wp-json\/wp\/v2\/categories?post=17"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/journalofartificialintelligence.com\/vi\/wp-json\/wp\/v2\/tags?post=17"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}