{"id":38523,"date":"2026-04-24T22:36:48","date_gmt":"2026-04-24T15:36:48","guid":{"rendered":"https:\/\/asia-vn.edu.vn\/?p=38523"},"modified":"2026-04-24T22:36:48","modified_gmt":"2026-04-24T15:36:48","slug":"asia-university-phat-trien-mo-hinh-ai-dien-tam-do","status":"publish","type":"post","link":"https:\/\/asia-vn.edu.vn\/en\/asia-university-phat-trien-mo-hinh-ai-dien-tam-do\/","title":{"rendered":"Asia University ph\u00e1t tri\u1ec3n m\u00f4 h\u00ecnh AI gi\u1ea3i th\u00edch \u0111i\u1ec7n t\u00e2m \u0111\u1ed3, h\u01b0\u1edbng \u0111\u00e0o t\u1ea1o c\u00f4ng ngh\u1ec7 g\u1eafn v\u1edbi gi\u00e1 tr\u1ecb x\u00e3 h\u1ed9i"},"content":{"rendered":"

Nh\u00f3m nghi\u00ean c\u1ee9u li\u00ean ng\u00e0nh trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 k\u1ef9 thu\u1eadt th\u00f4ng tin t\u1ea1i Asia University, \u0110\u00e0i Loan (Trung Qu\u1ed1c) v\u1eeba ph\u00e1t tri\u1ec3n m\u1ed9t m\u00f4 h\u00ecnh AI c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 gi\u1ea3i th\u00edch d\u1eef li\u1ec7u \u0111i\u1ec7n t\u00e2m \u0111\u1ed3 (ECG). Nghi\u00ean c\u1ee9u t\u1eadp trung v\u00e0o vi\u1ec7c n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ee7a AI trong vi\u1ec7c x\u1eed l\u00fd v\u00e0 l\u00fd gi\u1ea3i d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p, gi\u00fap t\u0103ng t\u00ednh minh b\u1ea1ch v\u00e0 \u0111\u1ed9 tin c\u1eady khi \u0111\u01b0\u1ee3c tri\u1ec3n khai trong c\u00e1c b\u00e0i to\u00e1n \u1ee9ng d\u1ee5ng, trong \u0111\u00f3 c\u00f3 l\u0129nh v\u1ef1c y t\u1ebf.<\/span><\/p>\n

AI c\u00f3 kh\u1ea3 n\u0103ng gi\u1ea3i th\u00edch m\u1edf ra h\u01b0\u1edbng \u1ee9ng d\u1ee5ng m\u1edbi trong ph\u00e2n t\u00edch d\u1eef li\u1ec7u<\/b><\/span><\/p>\n

V\u1edbi nhi\u1ec1u h\u1ec7 th\u1ed1ng AI hi\u1ec7n nay, k\u1ebft qu\u1ea3 ph\u00e2n t\u00edch th\u01b0\u1eddng thi\u1ebfu c\u01a1 s\u1edf gi\u1ea3i th\u00edch, g\u00e2y kh\u00f3 kh\u0103n khi \u1ee9ng d\u1ee5ng trong c\u00e1c l\u0129nh v\u1ef1c \u0111\u00f2i h\u1ecfi \u0111\u1ed9 tin c\u1eady cao nh\u01b0 y t\u1ebf. M\u00f4 h\u00ecnh do Asia University ph\u00e1t tri\u1ec3n t\u1eadp trung gi\u1ea3i quy\u1ebft \u0111i\u1ec3m n\u00e0y, khi c\u00f3 th\u1ec3 v\u1eeba ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u1eeba ch\u1ec9 ra ph\u1ea7n t\u00edn hi\u1ec7u \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn k\u1ebft lu\u1eadn.<\/span><\/p>\n

V\u1edbi d\u1eef li\u1ec7u \u0111i\u1ec7n t\u00e2m \u0111\u1ed3 (ECG), m\u00f4 h\u00ecnh x\u00e1c \u0111\u1ecbnh d\u1ea3i t\u1ea7n 10-20 Hz l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng trong qu\u00e1 tr\u00ecnh nh\u1eadn di\u1ec7n b\u1ea5t th\u01b0\u1eddng, g\u1eafn v\u1edbi \u0111\u1eb7c tr\u01b0ng QRS c\u1ee7a t\u00edn hi\u1ec7u tim, \u0111\u00f3ng vai tr\u00f2 thi\u1ebft y\u1ebfu trong vi\u1ec7c nh\u1eadn di\u1ec7n c\u00e1c b\u1ea5t th\u01b0\u1eddng nh\u01b0 nh\u1ed3i m\u00e1u c\u01a1 tim. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y gi\u00fap l\u00e0m r\u00f5 c\u00e1ch AI x\u1eed l\u00fd d\u1eef li\u1ec7u, thay v\u00ec ch\u1ec9 \u0111\u01b0a ra k\u1ebft qu\u1ea3 cu\u1ed1i c\u00f9ng.<\/span><\/p>\n

H\u1ec7 th\u1ed1ng c\u0169ng \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u \u0111\u1ec3 tri\u1ec3n khai th\u1ef1c t\u1ebf, v\u1edbi kho\u1ea3ng 25 KB b\u1ed9 nh\u1edb tr\u1ea1ng th\u00e1i v\u00e0 m\u1ee9c t\u00ednh to\u00e1n kho\u1ea3ng 23.000 ph\u00e9p to\u00e1n, \u0111\u1ed3ng th\u1eddi gi\u1ea3m \u0111\u00e1ng k\u1ec3 l\u01b0\u1ee3ng d\u1eef li\u1ec7u c\u1ea7n truy\u1ec1n t\u1ea3i. Nh\u1edd \u0111\u00f3, m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng tr\u00ean c\u00e1c thi\u1ebft b\u1ecb c\u00f3 t\u00e0i nguy\u00ean h\u1ea1n ch\u1ebf.<\/span><\/p>\n

K\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 tr\u00ean t\u1ea1p ch\u00ed <\/span>IEEE Transactions on Biomedical Circuits and Systems<\/span><\/i> – t\u1ea1p ch\u00ed khoa h\u1ecdc qu\u1ed1c t\u1ebf thu\u1ed9c h\u1ec7 th\u1ed1ng IEEE (Hi\u1ec7p h\u1ed9i K\u1ef9 s\u01b0 \u0110i\u1ec7n v\u00e0 \u0110i\u1ec7n t\u1eed Qu\u1ed1c t\u1ebf), c\u00f3 quy tr\u00ecnh b\u00ecnh duy\u1ec7t nghi\u00eam ng\u1eb7t trong l\u0129nh v\u1ef1c k\u1ef9 thu\u1eadt v\u00e0 c\u00f4ng ngh\u1ec7 y sinh.<\/span><\/p>\n

\"Bi\u1ec3u
Bi\u1ec3u \u0111\u1ed3 so s\u00e1nh t\u00edn hi\u1ec7u \u0111i\u1ec7n t\u00e2m \u0111\u1ed3 b\u00ecnh th\u01b0\u1eddng v\u00e0 nh\u1ed3i m\u00e1u c\u01a1 tim, minh h\u1ecda c\u00e1ch AI ph\u00e2n t\u00edch d\u1ea3i t\u1ea7n \u0111\u1ec3 nh\u1eadn di\u1ec7n b\u1ea5t th\u01b0\u1eddng c\u1ee7a Asia University<\/figcaption><\/figure>\n

Nghi\u00ean c\u1ee9u AI g\u1eafn v\u1edbi \u1ee9ng d\u1ee5ng, c\u1ee7ng c\u1ed1 n\u1ec1n t\u1ea3ng \u0111\u00e0o t\u1ea1o chu\u1ea9n qu\u1ed1c t\u1ebf<\/b><\/span><\/p>\n

M\u00f4 h\u00ecnh ph\u00e2n t\u00edch \u0111i\u1ec7n t\u00e2m \u0111\u1ed3 do Asia University ph\u00e1t tri\u1ec3n cho th\u1ea5y AI c\u00f3 th\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u chuy\u00ean s\u00e2u, gi\u1ea3i th\u00edch c\u0103n c\u1ee9 ra quy\u1ebft \u0111\u1ecbnh v\u00e0 v\u1eadn h\u00e0nh trong \u0111i\u1ec1u ki\u1ec7n t\u00e0i nguy\u00ean h\u1ea1n ch\u1ebf. Nh\u1edd t\u1ed1i \u01b0u v\u1ec1 t\u00ednh to\u00e1n v\u00e0 b\u1ed9 nh\u1edb, c\u00f4ng ngh\u1ec7 n\u00e0y c\u00f3 ti\u1ec1m n\u0103ng h\u1ed7 tr\u1ee3 c\u00e1c t\u00ecnh hu\u1ed1ng c\u1ea7n ph\u1ea3n h\u1ed3i nhanh nh\u01b0 theo d\u00f5i s\u1ee9c kh\u1ecfe t\u1eeb xa, thi\u1ebft b\u1ecb \u0111eo ho\u1eb7c h\u1ec7 th\u1ed1ng c\u1ea5p c\u1ee9u.<\/span><\/p>\n

K\u1ebft qu\u1ea3 tr\u00ean c\u0169ng ph\u1ea3n \u00e1nh c\u00e1ch Asia University tri\u1ec3n khai AI theo h\u01b0\u1edbng li\u00ean ng\u00e0nh, k\u1ebft h\u1ee3p gi\u1eefa c\u00f4ng ngh\u1ec7 th\u00f4ng tin, k\u1ef9 thu\u1eadt \u0111i\u1ec7n – \u0111i\u1ec7n t\u1eed v\u00e0 khoa h\u1ecdc y sinh. \u0110\u00e2y l\u00e0 h\u01b0\u1edbng \u0111\u00e0o t\u1ea1o \u0111\u1eb7t c\u00f4ng ngh\u1ec7 trong b\u1ed1i c\u1ea3nh \u1ee9ng d\u1ee5ng c\u1ee5 th\u1ec3, gi\u00fap sinh vi\u00ean hi\u1ec3u AI kh\u00f4ng ch\u1ec9 nh\u01b0 m\u1ed9t t\u1eadp h\u1ee3p thu\u1eadt to\u00e1n, m\u00e0 c\u00f2n l\u00e0 c\u00f4ng c\u1ee5 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 x\u00e3 h\u1ed9i.<\/span><\/p>\n

Theo Asia University, h\u01a1n 800 h\u1ecdc ph\u1ea7n t\u1ea1i tr\u01b0\u1eddng \u0111\u00e3 t\u00edch h\u1ee3p AI, c\u00f9ng h\u1ec7 th\u1ed1ng g\u1ea7n 400 m\u00e1y AI PC, h\u1ea1 t\u1ea7ng GPU v\u00e0 c\u00e1c ph\u00f2ng th\u00ed nghi\u1ec7m nh\u01b0 AI Applications Lab, VR Lab, ph\u00f2ng nghi\u00ean c\u1ee9u d\u1eef li\u1ec7u v\u00e0 b\u1ea3o m\u1eadt. H\u1ec7 sinh th\u00e1i h\u1ecdc t\u1eadp v\u00e0 nghi\u00ean c\u1ee9u n\u00e0y t\u1ea1o \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 sinh vi\u00ean ti\u1ebfp c\u1eadn tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o theo h\u01b0\u1edbng th\u1ef1c h\u00e0nh, th\u00f4ng qua c\u00e1c d\u1ef1 \u00e1n g\u1eafn v\u1edbi y t\u1ebf, s\u1ea3n xu\u1ea5t, giao th\u00f4ng, d\u1ecbch v\u1ee5 v\u00e0 h\u1ec7 th\u1ed1ng th\u00f4ng minh.<\/span><\/p>\n

L\u1ee3i th\u1ebf h\u1ecdc AI s\u1edbm, l\u00e0m d\u1ef1 \u00e1n s\u1edbm trong l\u1ed9 tr\u00ecnh Vi\u1ec7t Nam \u2013 \u0110\u00e0i Loan<\/b><\/span><\/p>\n

M\u00f4 h\u00ecnh AI gi\u1ea3i th\u00edch \u0111i\u1ec7n t\u00e2m \u0111\u1ed3 cho th\u1ea5y c\u00e1ch Asia University tri\u1ec3n khai AI tr\u00ean d\u1eef li\u1ec7u th\u1eadt v\u00e0 b\u00e0i to\u00e1n c\u00f3 gi\u00e1 tr\u1ecb \u1ee9ng d\u1ee5ng. \u0110\u1ecbnh h\u01b0\u1edbng n\u00e0y c\u0169ng \u0111\u01b0\u1ee3c ph\u1ea3n \u00e1nh trong ch\u01b0\u01a1ng tr\u00ecnh Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o t\u1ea1i Asia Vietnam.<\/span><\/p>\n

Trong 2 n\u0103m h\u1ecdc t\u1ea1i Vi\u1ec7t Nam, sinh vi\u00ean x\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng v\u1ec1 l\u1eadp tr\u00ecnh, to\u00e1n, x\u00e1c su\u1ea5t th\u1ed1ng k\u00ea, c\u01a1 s\u1edf d\u1eef li\u1ec7u, \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, nh\u1eadp m\u00f4n AI, h\u1ecdc m\u00e1y v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u. Nh\u1edd \u0111\u00f3, ng\u01b0\u1eddi h\u1ecdc s\u1edbm l\u00e0m quen v\u1edbi c\u00e1ch x\u1eed l\u00fd d\u1eef li\u1ec7u, x\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh v\u00e0 ph\u00e1t tri\u1ec3n gi\u1ea3i ph\u00e1p.<\/span><\/p>\n

Ngay t\u1eeb n\u0103m nh\u1ea5t, sinh vi\u00ean Asia Vietnam \u0111\u00e3 tham gia ph\u00e1t tri\u1ec3n c\u00e1c s\u1ea3n ph\u1ea9m \u1ee9ng d\u1ee5ng AI v\u00e0 c\u00f4ng ngh\u1ec7 xoay quanh nh\u1eefng nhu c\u1ea7u c\u1ee5 th\u1ec3 trong \u0111\u1eddi s\u1ed1ng. T\u1eeb c\u00e1c b\u00e0i to\u00e1n quen thu\u1ed9c nh\u01b0 qu\u1ea3n l\u00fd th\u1eddi gian, theo d\u00f5i t\u00e0i ch\u00ednh hay ghi nh\u1edb c\u00f4ng vi\u1ec7c, nhi\u1ec1u nh\u00f3m \u0111\u00e3 x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 StudyFlow, Expense Tracker hay Forget-Me-Not, qua \u0111\u00f3 b\u01b0\u1edbc \u0111\u1ea7u l\u00e0m quen v\u1edbi c\u00e1ch AI v\u00e0 d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o s\u1ea3n ph\u1ea9m.<\/span><\/p>\n

B\u00ean c\u1ea1nh \u0111\u00f3, \u1edf c\u00e1c d\u1ef1 \u00e1n mang t\u00ednh k\u1ef9 thu\u1eadt, sinh vi\u00ean ti\u1ebfp c\u1eadn nh\u1eefng h\u01b0\u1edbng \u1ee9ng d\u1ee5ng r\u1ed9ng h\u01a1n nh\u01b0 t\u1ed1i \u01b0u n\u0103ng l\u01b0\u1ee3ng v\u1edbi Solar Tracker ho\u1eb7c ph\u00e1t tri\u1ec3n thi\u1ebft b\u1ecb h\u1ed7 tr\u1ee3 trong m\u00f4i tr\u01b0\u1eddng r\u1ee7i ro nh\u01b0 Hazard Robot. C\u00e1c tr\u1ea3i nghi\u1ec7m n\u00e0y gi\u00fap ng\u01b0\u1eddi h\u1ecdc h\u00ecnh th\u00e0nh t\u01b0 duy gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1, thay v\u00ec ch\u1ec9 d\u1eebng \u1edf vi\u1ec7c h\u1ecdc c\u00f4ng c\u1ee5 ho\u1eb7c thu\u1eadt to\u00e1n.<\/span><\/p>\n

C\u00e1c d\u1ef1 \u00e1n n\u00e0y gi\u00fap r\u00e8n luy\u1ec7n t\u01b0 duy gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 v\u00e0 kh\u1ea3 n\u0103ng ho\u00e0n thi\u1ec7n s\u1ea3n ph\u1ea9m trong th\u1eddi gian gi\u1edbi h\u1ea1n, t\u1ea1o n\u1ec1n t\u1ea3ng tr\u01b0\u1edbc khi b\u01b0\u1edbc v\u00e0o giai \u0111o\u1ea1n h\u1ecdc chuy\u00ean s\u00e2u.<\/span><\/p>\n

Khi chuy\u1ec3n ti\u1ebfp sang Asia University t\u1ea1i \u0110\u00e0i Loan, sinh vi\u00ean ti\u1ebfp t\u1ee5c h\u1ecdc trong m\u00f4i tr\u01b0\u1eddng c\u00f3 h\u1ec7 th\u1ed1ng ph\u00f2ng lab, gi\u1ea3ng vi\u00ean v\u00e0 c\u00e1c nh\u00f3m nghi\u00ean c\u1ee9u \u0111ang tri\u1ec3n khai AI \u1edf nhi\u1ec1u l\u0129nh v\u1ef1c. \u0110\u00e2y l\u00e0 \u0111i\u1ec1u ki\u1ec7n \u0111\u1ec3 ng\u01b0\u1eddi h\u1ecdc ti\u1ebfp c\u1eadn s\u00e2u h\u01a1n v\u1edbi c\u00e1ch AI \u0111\u01b0\u1ee3c ki\u1ec3m th\u1eed v\u00e0 \u0111\u01b0a v\u00e0o \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Nh\u00f3m nghi\u00ean c\u1ee9u li\u00ean ng\u00e0nh trong l\u0129nh v\u1ef1c tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 k\u1ef9 thu\u1eadt th\u00f4ng tin t\u1ea1i Asia University, \u0110\u00e0i Loan (Trung Qu\u1ed1c) v\u1eeba ph\u00e1t tri\u1ec3n m\u1ed9t m\u00f4 h\u00ecnh AI c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 gi\u1ea3i th\u00edch d\u1eef li\u1ec7u \u0111i\u1ec7n t\u00e2m \u0111\u1ed3 (ECG). Nghi\u00ean c\u1ee9u t\u1eadp trung v\u00e0o vi\u1ec7c n\u00e2ng cao n\u0103ng l\u1ef1c c\u1ee7a AI trong vi\u1ec7c x\u1eed l\u00fd v\u00e0 l\u00fd gi\u1ea3i d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p, gi\u00fap t\u0103ng t\u00ednh minh b\u1ea1ch v\u00e0 \u0111\u1ed9 tin c\u1eady khi \u0111\u01b0\u1ee3c tri\u1ec3n khai trong c\u00e1c b\u00e0i to\u00e1n \u1ee9ng d\u1ee5ng, trong \u0111\u00f3 c\u00f3 l\u0129nh v\u1ef1c y t\u1ebf.<\/span><\/p>\n","protected":false},"author":4,"featured_media":38525,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17,1],"tags":[77,408,409,70],"class_list":["post-38523","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc-chung","category-tin-tuc","tag-asia-university","tag-dien-tam-do","tag-mo-hinh-ai","tag-nganh-tri-tue-nhan-tao","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/38523","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\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=38523"}],"version-history":[{"count":0,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/posts\/38523\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media\/38525"}],"wp:attachment":[{"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=38523"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=38523"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/asia-vn.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=38523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}