B\u1ea1n c\u00f3 th\u1ec3 \u0111\u00e3 nghe n\u00f3i AI c\u00f3 th\u1ec3 \u0111\u1ecdc phim X-quang nhanh h\u01a1n b\u00e1c s\u0129. M\u1ed9t s\u1ed1 b\u00e0i b\u00e1o c\u00f2n n\u00f3i AI s\u1ebd thay th\u1ebf b\u00e1c s\u0129 ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh trong t\u01b0\u01a1ng lai g\u1ea7n. V\u1eady th\u1ef1c t\u1ebf c\u00f4ng ngh\u1ec7 n\u00e0y \u0111ang ph\u00e1t tri\u1ec3n \u0111\u1ebfn \u0111\u00e2u?<\/p>\n\n\n\n
<\/p>\nToggle<\/span><\/path><\/svg><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\nAI ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh ho\u1ea1t \u0111\u1ed9ng th\u1ebf n\u00e0o?<\/a><\/li>AI hi\u1ec7n \u0111\u00e3 \u0111\u01b0\u1ee3c d\u00f9ng trong th\u1ef1c t\u1ebf ch\u01b0a?<\/a><\/li>\u0110\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a AI \u0111\u1ebfn \u0111\u00e2u?<\/a><\/li>V\u00ec sao AI ch\u01b0a th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n b\u00e1c s\u0129?<\/a><\/li>V\u1eady \u0111i\u1ec1u n\u00e0y c\u00f3 \u00fd ngh\u0129a g\u00ec v\u1edbi ng\u01b0\u1eddi b\u1ec7nh?<\/a><\/li>L\u1eddi k\u1ebft<\/a><\/li>\u0110\u00f4i l\u1eddi gi\u1edbi thi\u1ec7u<\/a><\/li>T\u00e0i li\u1ec7u tham kh\u1ea3o<\/a><\/li><\/ul><\/nav><\/div>\n<\/span>AI ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh ho\u1ea1t \u0111\u1ed9ng th\u1ebf n\u00e0o?<\/span><\/h2>\n\n\n\nN\u00f3i \u0111\u01a1n gi\u1ea3n, c\u00e1c h\u1ec7 th\u1ed1ng AI n\u00e0y \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n b\u1eb1ng c\u00e1ch “xem” h\u00e0ng tr\u0103m ngh\u00ecn, th\u1eadm ch\u00ed h\u00e0ng tri\u1ec7u h\u00ecnh \u1ea3nh y khoa \u0111\u00e3 c\u00f3 s\u1eb5n k\u1ebft qu\u1ea3 ch\u1ea9n \u0111o\u00e1n. Qua qu\u00e1 tr\u00ecnh \u0111\u00f3, AI h\u1ecdc \u0111\u01b0\u1ee3c c\u00e1ch nh\u1eadn di\u1ec7n c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng, v\u00ed d\u1ee5 nh\u01b0 kh\u1ed1i u, g\u00e3y x\u01b0\u01a1ng, hay d\u1ea5u hi\u1ec7u vi\u00eam ph\u1ed5i tr\u00ean phim X-quang, CT, ho\u1eb7c MRI.<\/p>\n\n\n\nKhi g\u1eb7p m\u1ed9t h\u00ecnh \u1ea3nh m\u1edbi, AI s\u1ebd so s\u00e1nh v\u1edbi nh\u1eefng g\u00ec \u0111\u00e3 h\u1ecdc, r\u1ed3i \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1ec1 kh\u1ea3 n\u0103ng c\u00f3 b\u1ea5t th\u01b0\u1eddng hay kh\u00f4ng.<\/p>\n\n\n\n<\/span>AI hi\u1ec7n \u0111\u00e3 \u0111\u01b0\u1ee3c d\u00f9ng trong th\u1ef1c t\u1ebf ch\u01b0a?<\/span><\/h2>\n\n\n\nC\u00e2u tr\u1ea3 l\u1eddi c\u00f3 v\u1ebb l\u00e0: c\u00f3, nh\u01b0ng \u1edf m\u1ee9c \u0111\u1ed9 h\u1ed7 tr\u1ee3, ch\u1ee9 ch\u01b0a thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi.<\/p>\n\n\n\nT\u1ea1i Hoa K\u1ef3, C\u1ee5c Qu\u1ea3n l\u00fd Th\u1ef1c ph\u1ea9m v\u00e0 D\u01b0\u1ee3c ph\u1ea9m (FDA) \u0111\u00e3 c\u1ea5p ph\u00e9p cho m\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 AI h\u1ed7 tr\u1ee3 ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh, \u0111\u1ec3 s\u1eed d\u1ee5ng trong th\u1ef1c h\u00e0nh l\u00e2m s\u00e0ng. S\u1ed1 l\u01b0\u1ee3ng thi\u1ebft b\u1ecb AI y t\u1ebf \u0111\u01b0\u1ee3c FDA ph\u00ea duy\u1ec7t c\u00f3 xu h\u01b0\u1edbng t\u0103ng d\u1ea7n qua c\u00e1c n\u0103m g\u1ea7n \u0111\u00e2y.<\/p>\n\n\n\nTuy nhi\u00ean, ph\u1ea7n l\u1edbn c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y hi\u1ec7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi vai tr\u00f2 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129, ch\u1ee9 kh\u00f4ng ph\u1ea3i thay th\u1ebf. V\u00ed d\u1ee5, AI c\u00f3 th\u1ec3 gi\u00fap \u0111\u00e1nh d\u1ea5u v\u00f9ng nghi ng\u1edd b\u1ea5t th\u01b0\u1eddng tr\u00ean phim, \u0111\u1ec3 b\u00e1c s\u0129 ch\u00fa \u00fd xem x\u00e9t k\u1ef9 h\u01a1n, ho\u1eb7c gi\u00fap s\u1eafp x\u1ebfp th\u1ee9 t\u1ef1 \u01b0u ti\u00ean \u0111\u1ecdc phim khi c\u00f3 nhi\u1ec1u ca c\u1ea5p c\u1ee9u.<\/p>\n\n\n\n<\/span>\u0110\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a AI \u0111\u1ebfn \u0111\u00e2u?<\/span><\/h2>\n\n\n\nM\u1ed9t s\u1ed1 b\u00e0i t\u1ed5ng quan nghi\u00ean c\u1ee9u g\u1ea7n \u0111\u00e2y cho th\u1ea5y, trong m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3, nh\u01b0 ph\u00e1t hi\u1ec7n ung th\u01b0 v\u00fa qua nh\u0169 \u1ea3nh, ho\u1eb7c ph\u00e1t hi\u1ec7n m\u1ed9t s\u1ed1 b\u1ea5t th\u01b0\u1eddng tr\u00ean CT n\u00e3o, AI c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c t\u01b0\u01a1ng \u0111\u01b0\u01a1ng ho\u1eb7c g\u1ea7n b\u1eb1ng b\u00e1c s\u0129 chuy\u00ean khoa c\u00f3 kinh nghi\u1ec7m, trong \u0111i\u1ec1u ki\u1ec7n th\u1eed nghi\u1ec7m.<\/p>\n\n\n\nTuy nhi\u00ean, c\u1ea7n l\u01b0u \u00fd m\u1ed9t v\u00e0i \u0111i\u1ec3m:<\/p>\n\n\n\n\nK\u1ebft qu\u1ea3 n\u00e0y ch\u1ee7 y\u1ebfu \u0111\u1ebfn t\u1eeb c\u00e1c nghi\u00ean c\u1ee9u trong m\u00f4i tr\u01b0\u1eddng \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t. Hi\u1ec7u qu\u1ea3 trong th\u1ef1c h\u00e0nh l\u00e2m s\u00e0ng th\u1ef1c t\u1ebf, v\u1edbi d\u1eef li\u1ec7u \u0111a d\u1ea1ng h\u01a1n, c\u00f3 th\u1ec3 kh\u00e1c \u0111i<\/li>\n\n\n\n\u0110\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a AI c\u00f3 th\u1ec3 thay \u0111\u1ed5i t\u00f9y lo\u1ea1i b\u1ec7nh, lo\u1ea1i m\u00e1y ch\u1ee5p, v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n<\/li>\n\n\n\nAI c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n v\u1edbi nh\u1eefng ca b\u1ea5t th\u01b0\u1eddng hi\u1ebfm g\u1eb7p, ch\u01b0a xu\u1ea5t hi\u1ec7n nhi\u1ec1u trong d\u1eef li\u1ec7u hu\u1ea5n luy\u1ec7n<\/li>\n<\/ul>\n\n\n\n<\/span>V\u00ec sao AI ch\u01b0a th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n b\u00e1c s\u0129?<\/span><\/h2>\n\n\n\nC\u00f3 v\u00e0i l\u00fd do \u0111\u01b0\u1ee3c nhi\u1ec1u chuy\u00ean gia nh\u1eafc \u0111\u1ebfn:<\/p>\n\n\n\n\nAI ch\u1ee7 y\u1ebfu gi\u1ecfi nh\u1eadn di\u1ec7n c\u00e1c m\u1eabu h\u00ecnh \u1ea3nh, nh\u01b0ng vi\u1ec7c ch\u1ea9n \u0111o\u00e1n b\u1ec7nh c\u00f2n c\u1ea7n k\u1ebft h\u1ee3p v\u1edbi b\u1ec7nh s\u1eed, tri\u1ec7u ch\u1ee9ng l\u00e2m s\u00e0ng, v\u00e0 nhi\u1ec1u th\u00f4ng tin kh\u00e1c<\/li>\n\n\n\nTr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd v\u00e0 \u0111\u1ea1o \u0111\u1ee9c trong ch\u1ea9n \u0111o\u00e1n y khoa hi\u1ec7n v\u1eabn thu\u1ed9c v\u1ec1 b\u00e1c s\u0129, kh\u00f4ng ph\u1ea3i h\u1ec7 th\u1ed1ng AI<\/li>\n\n\n\nC\u1ea7n c\u00f3 b\u00e1c s\u0129 \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0111i\u1ec1u tr\u1ecb ti\u1ebfp theo, kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf vi\u1ec7c ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng tr\u00ean h\u00ecnh \u1ea3nh<\/li>\n<\/ul>\n\n\n\n<\/span>V\u1eady \u0111i\u1ec1u n\u00e0y c\u00f3 \u00fd ngh\u0129a g\u00ec v\u1edbi ng\u01b0\u1eddi b\u1ec7nh?<\/span><\/h2>\n\n\n\nN\u1ebfu b\u1ea1n \u0111\u01b0\u1ee3c th\u00f4ng b\u00e1o b\u1ec7nh vi\u1ec7n s\u1eed d\u1ee5ng AI h\u1ed7 tr\u1ee3 \u0111\u1ecdc phim, c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u00e2y l\u00e0 c\u00f4ng c\u1ee5 gi\u00fap b\u00e1c s\u0129 l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 h\u01a1n, ch\u1ee9 kh\u00f4ng ph\u1ea3i thay th\u1ebf vi\u1ec7c b\u00e1c s\u0129 tr\u1ef1c ti\u1ebfp xem x\u00e9t k\u1ebft qu\u1ea3. K\u1ebft lu\u1eadn ch\u1ea9n \u0111o\u00e1n cu\u1ed1i c\u00f9ng, theo quy \u0111\u1ecbnh hi\u1ec7n nay \u1edf ph\u1ea7n l\u1edbn c\u00e1c n\u01a1i, v\u1eabn c\u1ea7n c\u00f3 b\u00e1c s\u0129 x\u00e1c nh\u1eadn.<\/p>\n\n\n\n<\/span>L\u1eddi k\u1ebft<\/span><\/h2>\n\n\n\nAI trong ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh y khoa c\u00f3 v\u1ebb \u0111ang ph\u00e1t tri\u1ec3n kh\u00e1 nhanh, v\u00e0 \u0111\u00e3 c\u00f3 m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t. Nh\u01b0ng \u1edf th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i, vai tr\u00f2 c\u1ee7a AI d\u01b0\u1eddng nh\u01b0 v\u1eabn l\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3, gi\u00fap b\u00e1c s\u0129 l\u00e0m vi\u1ec7c ch\u00ednh x\u00e1c v\u00e0 nhanh h\u01a1n, ch\u1ee9 ch\u01b0a ph\u1ea3i l\u00e0 c\u00f4ng ngh\u1ec7 thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi trong ch\u1ea9n \u0111o\u00e1n y khoa.<\/p>\n\n\n\n\n\n\n\n<\/span>\u0110\u00f4i l\u1eddi gi\u1edbi thi\u1ec7u<\/span><\/h2>\n\n\n\nB\u00e0i vi\u1ebft n\u00e0y \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p b\u1edfi Nguy\u1ec5n Ho\u00e0ng Anh Khoa (Dy Khoa)<\/a>, gi\u1ea3ng vi\u00ean Khoa Quan h\u1ec7 c\u00f4ng ch\u00fang v\u00e0 Truy\u1ec1n th\u00f4ng, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc V\u0103n Lang, v\u00e0 l\u00e0 ng\u01b0\u1eddi t\u1ed1t nghi\u1ec7p Th\u1ea1c s\u0129 Truy\u1ec1n th\u00f4ng Khoa h\u1ecdc<\/a> v\u00e0 Thu h\u00fat C\u00f4ng ch\u00fang (Science Communication and Public Engagement) t\u1ea1i Universiti Malaya (UM), Malaysia. \u0110\u00e2y l\u00e0 l\u0129nh v\u1ef1c chuy\u00ean m\u00f4n c\u1ed1t l\u00f5i m\u00e0 anh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o b\u00e0i b\u1ea3n v\u00e0 ti\u1ebfp t\u1ee5c theo \u0111u\u1ed5i trong nghi\u00ean c\u1ee9u, gi\u1ea3ng d\u1ea1y v\u00e0 th\u1ef1c h\u00e0nh ngh\u1ec1 nghi\u1ec7p.<\/p>\n\n\n\nN\u1ebfu b\u1ea1n th\u1ea5y b\u00e0i vi\u1ebft c\u00f3 sai s\u00f3t ho\u1eb7c mu\u1ed1n g\u00f3p \u00fd, vui l\u00f2ng g\u1eedi email v\u1ec1 hi@dykhoa.com.<\/p>\n\n\n\n\n\n\n\n<\/span>T\u00e0i li\u1ec7u tham kh\u1ea3o<\/span><\/h2>\n\n\n\n\nSuleman MU, Mursaleen M, Khalil U, et al. Assessing the generalizability of artificial intelligence in radiology: a systematic review of performance across different clinical settings.\u00a0Medicine (Baltimore)<\/em>. 2025. DOI: 10.1097\/MS9.0000000000004166.<\/li>\n\n\n\nThe role of artificial intelligence in improving diagnostic accuracy in medical imaging: a review.\u00a0Computers, Materials & Continua<\/em>. 2025;85(2):2443-2486. DOI: 10.32604\/cmc.2025.066987.<\/li>\n\n\n\nU.S. Food and Drug Administration. List of AI\/ML-enabled medical devices.<\/li>\n<\/ol>\n\n\n\nNg\u00e0y \u0111\u0103ng<\/p>\n\n\nJuly 31, 2026<\/time><\/div>","protected":false},"excerpt":{"rendered":"B\u1ea1n c\u00f3 th\u1ec3 \u0111\u00e3 nghe n\u00f3i AI c\u00f3 th\u1ec3 \u0111\u1ecdc phim X-quang nhanh h\u01a1n b\u00e1c s\u0129. … AI \u0111\u1ecdc phim X-quang, CT: c\u00f4ng ngh\u1ec7 \u0111ang \u1edf \u0111\u00e2u?<\/span>Read more<\/a><\/p>\n","protected":false},"author":2,"featured_media":155,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,4],"tags":[95,94,93,96],"class_list":["post-154","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe-ai","category-khoa-hoc-cong-nghe-doi-song","tag-ai-y-te","tag-chan-doan-hinh-anh","tag-ct","tag-x-quang"],"yoast_head":"\nAI \u0111\u1ecdc phim X-quang, CT: c\u00f4ng ngh\u1ec7 \u0111ang \u1edf \u0111\u00e2u?<\/title>\n<meta name=\"description\" content=\"AI ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh y khoa \u0111\u00e3 ph\u00e1t tri\u1ec3n \u0111\u1ebfn \u0111\u00e2u? Xem th\u1ef1c tr\u1ea1ng \u1ee9ng d\u1ee5ng AI \u0111\u1ecdc phim X-quang, CT v\u00e0 gi\u1edbi h\u1ea1n hi\u1ec7n t\u1ea1i c\u1ee7a c\u00f4ng ngh\u1ec7.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dykhoa.com\/blog\/ai-doc-phim-x-quang-ct-cong-nghe-dang-o-dau\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI \u0111\u1ecdc phim X-quang, CT: c\u00f4ng ngh\u1ec7 \u0111ang \u1edf \u0111\u00e2u?\" \/>\n<meta property=\"og:description\" content=\"AI ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh y khoa \u0111\u00e3 ph\u00e1t tri\u1ec3n \u0111\u1ebfn \u0111\u00e2u? 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N\u00f3i \u0111\u01a1n gi\u1ea3n, c\u00e1c h\u1ec7 th\u1ed1ng AI n\u00e0y \u0111\u01b0\u1ee3c hu\u1ea5n luy\u1ec7n b\u1eb1ng c\u00e1ch “xem” h\u00e0ng tr\u0103m ngh\u00ecn, th\u1eadm ch\u00ed h\u00e0ng tri\u1ec7u h\u00ecnh \u1ea3nh y khoa \u0111\u00e3 c\u00f3 s\u1eb5n k\u1ebft qu\u1ea3 ch\u1ea9n \u0111o\u00e1n. Qua qu\u00e1 tr\u00ecnh \u0111\u00f3, AI h\u1ecdc \u0111\u01b0\u1ee3c c\u00e1ch nh\u1eadn di\u1ec7n c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m b\u1ea5t th\u01b0\u1eddng, v\u00ed d\u1ee5 nh\u01b0 kh\u1ed1i u, g\u00e3y x\u01b0\u01a1ng, hay d\u1ea5u hi\u1ec7u vi\u00eam ph\u1ed5i tr\u00ean phim X-quang, CT, ho\u1eb7c MRI.<\/p>\n\n\n\n
Khi g\u1eb7p m\u1ed9t h\u00ecnh \u1ea3nh m\u1edbi, AI s\u1ebd so s\u00e1nh v\u1edbi nh\u1eefng g\u00ec \u0111\u00e3 h\u1ecdc, r\u1ed3i \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1ec1 kh\u1ea3 n\u0103ng c\u00f3 b\u1ea5t th\u01b0\u1eddng hay kh\u00f4ng.<\/p>\n\n\n\n
C\u00e2u tr\u1ea3 l\u1eddi c\u00f3 v\u1ebb l\u00e0: c\u00f3, nh\u01b0ng \u1edf m\u1ee9c \u0111\u1ed9 h\u1ed7 tr\u1ee3, ch\u1ee9 ch\u01b0a thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi.<\/p>\n\n\n\n
T\u1ea1i Hoa K\u1ef3, C\u1ee5c Qu\u1ea3n l\u00fd Th\u1ef1c ph\u1ea9m v\u00e0 D\u01b0\u1ee3c ph\u1ea9m (FDA) \u0111\u00e3 c\u1ea5p ph\u00e9p cho m\u1ed9t s\u1ed1 c\u00f4ng c\u1ee5 AI h\u1ed7 tr\u1ee3 ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh, \u0111\u1ec3 s\u1eed d\u1ee5ng trong th\u1ef1c h\u00e0nh l\u00e2m s\u00e0ng. S\u1ed1 l\u01b0\u1ee3ng thi\u1ebft b\u1ecb AI y t\u1ebf \u0111\u01b0\u1ee3c FDA ph\u00ea duy\u1ec7t c\u00f3 xu h\u01b0\u1edbng t\u0103ng d\u1ea7n qua c\u00e1c n\u0103m g\u1ea7n \u0111\u00e2y.<\/p>\n\n\n\n
Tuy nhi\u00ean, ph\u1ea7n l\u1edbn c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y hi\u1ec7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi vai tr\u00f2 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129, ch\u1ee9 kh\u00f4ng ph\u1ea3i thay th\u1ebf. V\u00ed d\u1ee5, AI c\u00f3 th\u1ec3 gi\u00fap \u0111\u00e1nh d\u1ea5u v\u00f9ng nghi ng\u1edd b\u1ea5t th\u01b0\u1eddng tr\u00ean phim, \u0111\u1ec3 b\u00e1c s\u0129 ch\u00fa \u00fd xem x\u00e9t k\u1ef9 h\u01a1n, ho\u1eb7c gi\u00fap s\u1eafp x\u1ebfp th\u1ee9 t\u1ef1 \u01b0u ti\u00ean \u0111\u1ecdc phim khi c\u00f3 nhi\u1ec1u ca c\u1ea5p c\u1ee9u.<\/p>\n\n\n\n
M\u1ed9t s\u1ed1 b\u00e0i t\u1ed5ng quan nghi\u00ean c\u1ee9u g\u1ea7n \u0111\u00e2y cho th\u1ea5y, trong m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3, nh\u01b0 ph\u00e1t hi\u1ec7n ung th\u01b0 v\u00fa qua nh\u0169 \u1ea3nh, ho\u1eb7c ph\u00e1t hi\u1ec7n m\u1ed9t s\u1ed1 b\u1ea5t th\u01b0\u1eddng tr\u00ean CT n\u00e3o, AI c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c t\u01b0\u01a1ng \u0111\u01b0\u01a1ng ho\u1eb7c g\u1ea7n b\u1eb1ng b\u00e1c s\u0129 chuy\u00ean khoa c\u00f3 kinh nghi\u1ec7m, trong \u0111i\u1ec1u ki\u1ec7n th\u1eed nghi\u1ec7m.<\/p>\n\n\n\n
Tuy nhi\u00ean, c\u1ea7n l\u01b0u \u00fd m\u1ed9t v\u00e0i \u0111i\u1ec3m:<\/p>\n\n\n\n
C\u00f3 v\u00e0i l\u00fd do \u0111\u01b0\u1ee3c nhi\u1ec1u chuy\u00ean gia nh\u1eafc \u0111\u1ebfn:<\/p>\n\n\n\n
N\u1ebfu b\u1ea1n \u0111\u01b0\u1ee3c th\u00f4ng b\u00e1o b\u1ec7nh vi\u1ec7n s\u1eed d\u1ee5ng AI h\u1ed7 tr\u1ee3 \u0111\u1ecdc phim, c\u00f3 th\u1ec3 hi\u1ec3u \u0111\u00e2y l\u00e0 c\u00f4ng c\u1ee5 gi\u00fap b\u00e1c s\u0129 l\u00e0m vi\u1ec7c hi\u1ec7u qu\u1ea3 h\u01a1n, ch\u1ee9 kh\u00f4ng ph\u1ea3i thay th\u1ebf vi\u1ec7c b\u00e1c s\u0129 tr\u1ef1c ti\u1ebfp xem x\u00e9t k\u1ebft qu\u1ea3. K\u1ebft lu\u1eadn ch\u1ea9n \u0111o\u00e1n cu\u1ed1i c\u00f9ng, theo quy \u0111\u1ecbnh hi\u1ec7n nay \u1edf ph\u1ea7n l\u1edbn c\u00e1c n\u01a1i, v\u1eabn c\u1ea7n c\u00f3 b\u00e1c s\u0129 x\u00e1c nh\u1eadn.<\/p>\n\n\n\n
AI trong ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh y khoa c\u00f3 v\u1ebb \u0111ang ph\u00e1t tri\u1ec3n kh\u00e1 nhanh, v\u00e0 \u0111\u00e3 c\u00f3 m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf \u0111\u01b0\u1ee3c ph\u00ea duy\u1ec7t. Nh\u01b0ng \u1edf th\u1eddi \u0111i\u1ec3m hi\u1ec7n t\u1ea1i, vai tr\u00f2 c\u1ee7a AI d\u01b0\u1eddng nh\u01b0 v\u1eabn l\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3, gi\u00fap b\u00e1c s\u0129 l\u00e0m vi\u1ec7c ch\u00ednh x\u00e1c v\u00e0 nhanh h\u01a1n, ch\u1ee9 ch\u01b0a ph\u1ea3i l\u00e0 c\u00f4ng ngh\u1ec7 thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi trong ch\u1ea9n \u0111o\u00e1n y khoa.<\/p>\n\n\n\n
B\u00e0i vi\u1ebft n\u00e0y \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p b\u1edfi Nguy\u1ec5n Ho\u00e0ng Anh Khoa (Dy Khoa)<\/a>, gi\u1ea3ng vi\u00ean Khoa Quan h\u1ec7 c\u00f4ng ch\u00fang v\u00e0 Truy\u1ec1n th\u00f4ng, Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc V\u0103n Lang, v\u00e0 l\u00e0 ng\u01b0\u1eddi t\u1ed1t nghi\u1ec7p Th\u1ea1c s\u0129 Truy\u1ec1n th\u00f4ng Khoa h\u1ecdc<\/a> v\u00e0 Thu h\u00fat C\u00f4ng ch\u00fang (Science Communication and Public Engagement) t\u1ea1i Universiti Malaya (UM), Malaysia. \u0110\u00e2y l\u00e0 l\u0129nh v\u1ef1c chuy\u00ean m\u00f4n c\u1ed1t l\u00f5i m\u00e0 anh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o b\u00e0i b\u1ea3n v\u00e0 ti\u1ebfp t\u1ee5c theo \u0111u\u1ed5i trong nghi\u00ean c\u1ee9u, gi\u1ea3ng d\u1ea1y v\u00e0 th\u1ef1c h\u00e0nh ngh\u1ec1 nghi\u1ec7p.<\/p>\n\n\n\nN\u1ebfu b\u1ea1n th\u1ea5y b\u00e0i vi\u1ebft c\u00f3 sai s\u00f3t ho\u1eb7c mu\u1ed1n g\u00f3p \u00fd, vui l\u00f2ng g\u1eedi email v\u1ec1 hi@dykhoa.com.<\/p>\n\n\n\n\n\n\n\n<\/span>T\u00e0i li\u1ec7u tham kh\u1ea3o<\/span><\/h2>\n\n\n\n\nSuleman MU, Mursaleen M, Khalil U, et al. Assessing the generalizability of artificial intelligence in radiology: a systematic review of performance across different clinical settings.\u00a0Medicine (Baltimore)<\/em>. 2025. DOI: 10.1097\/MS9.0000000000004166.<\/li>\n\n\n\nThe role of artificial intelligence in improving diagnostic accuracy in medical imaging: a review.\u00a0Computers, Materials & Continua<\/em>. 2025;85(2):2443-2486. DOI: 10.32604\/cmc.2025.066987.<\/li>\n\n\n\nU.S. Food and Drug Administration. List of AI\/ML-enabled medical devices.<\/li>\n<\/ol>\n\n\n\nNg\u00e0y \u0111\u0103ng<\/p>\n\n\nJuly 31, 2026<\/time><\/div>","protected":false},"excerpt":{"rendered":"B\u1ea1n c\u00f3 th\u1ec3 \u0111\u00e3 nghe n\u00f3i AI c\u00f3 th\u1ec3 \u0111\u1ecdc phim X-quang nhanh h\u01a1n b\u00e1c s\u0129. … AI \u0111\u1ecdc phim X-quang, CT: c\u00f4ng ngh\u1ec7 \u0111ang \u1edf \u0111\u00e2u?<\/span>Read more<\/a><\/p>\n","protected":false},"author":2,"featured_media":155,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,4],"tags":[95,94,93,96],"class_list":["post-154","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe-ai","category-khoa-hoc-cong-nghe-doi-song","tag-ai-y-te","tag-chan-doan-hinh-anh","tag-ct","tag-x-quang"],"yoast_head":"\nAI \u0111\u1ecdc phim X-quang, CT: c\u00f4ng ngh\u1ec7 \u0111ang \u1edf \u0111\u00e2u?<\/title>\n<meta name=\"description\" content=\"AI ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh y khoa \u0111\u00e3 ph\u00e1t tri\u1ec3n \u0111\u1ebfn \u0111\u00e2u? Xem th\u1ef1c tr\u1ea1ng \u1ee9ng d\u1ee5ng AI \u0111\u1ecdc phim X-quang, CT v\u00e0 gi\u1edbi h\u1ea1n hi\u1ec7n t\u1ea1i c\u1ee7a c\u00f4ng ngh\u1ec7.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dykhoa.com\/blog\/ai-doc-phim-x-quang-ct-cong-nghe-dang-o-dau\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI \u0111\u1ecdc phim X-quang, CT: c\u00f4ng ngh\u1ec7 \u0111ang \u1edf \u0111\u00e2u?\" \/>\n<meta property=\"og:description\" content=\"AI ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh y khoa \u0111\u00e3 ph\u00e1t tri\u1ec3n \u0111\u1ebfn \u0111\u00e2u? 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B\u1ea1n c\u00f3 th\u1ec3 \u0111\u00e3 nghe n\u00f3i AI c\u00f3 th\u1ec3 \u0111\u1ecdc phim X-quang nhanh h\u01a1n b\u00e1c s\u0129. … AI \u0111\u1ecdc phim X-quang, CT: c\u00f4ng ngh\u1ec7 \u0111ang \u1edf \u0111\u00e2u?<\/span>Read more<\/a><\/p>\n","protected":false},"author":2,"featured_media":155,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,4],"tags":[95,94,93,96],"class_list":["post-154","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe-ai","category-khoa-hoc-cong-nghe-doi-song","tag-ai-y-te","tag-chan-doan-hinh-anh","tag-ct","tag-x-quang"],"yoast_head":"\nAI \u0111\u1ecdc phim X-quang, CT: c\u00f4ng ngh\u1ec7 \u0111ang \u1edf \u0111\u00e2u?<\/title>\n<meta name=\"description\" content=\"AI ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh y khoa \u0111\u00e3 ph\u00e1t tri\u1ec3n \u0111\u1ebfn \u0111\u00e2u? 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