{"id":41442,"date":"2025-04-21T13:00:12","date_gmt":"2025-04-21T06:00:12","guid":{"rendered":"https:\/\/lacviet.vn\/?p=41442"},"modified":"2025-05-29T08:50:07","modified_gmt":"2025-05-29T01:50:07","slug":"tri-tue-nhan-tao-trong-y-te","status":"publish","type":"post","link":"https:\/\/lacviet.vn\/en\/tri-tue-nhan-tao-trong-y-te\/","title":{"rendered":"Artificial intelligence in healthcare what can be done? 5 apps AI in medical highlights"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"41442\" class=\"elementor elementor-41442\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a8229e1 e-flex e-con-boxed e-con e-parent\" data-id=\"a8229e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-691b19d2 elementor-widget elementor-widget-text-editor\" data-id=\"691b19d2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: justify;\"><a href=\"https:\/\/lacviet.vn\/tri-tue-nhan-tao-ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI)<\/a> \u0111\u00e3 v\u00e0 \u0111ang t\u1ea1o n\u00ean nh\u1eefng b\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc trong nhi\u1ec1u l\u0129nh v\u1ef1c, trong \u0111\u00f3, <strong>tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf<\/strong> \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng \u0111\u1ea7y tri\u1ec3n v\u1ecdng nh\u1ea5t. M\u1ed9t nghi\u00ean c\u1ee9u t\u1eeb T\u1ea1p ch\u00ed The Lancet Digital Health cho th\u1ea5y, AI c\u00f3 th\u1ec3 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c trong ph\u00e1t hi\u1ec7n ung th\u01b0 v\u00fa l\u00ean \u0111\u1ebfn 94%, v\u01b0\u1ee3t qua c\u1ea3 nh\u1eefng chuy\u00ean gia h\u00e0ng \u0111\u1ea7u.<\/p>\r\n<p style=\"text-align: justify;\">Vi\u1ec7c \u1ee9ng d\u1ee5ng AI v\u00e0o ng\u00e0nh y t\u1ebf kh\u00f4ng ch\u1ec9 gi\u00fap n\u00e2ng cao hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh m\u00e0 c\u00f2n c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, mang l\u1ea1i hy v\u1ecdng cho h\u00e0ng tri\u1ec7u b\u1ec7nh nh\u00e2n tr\u00ean to\u00e0n th\u1ebf gi\u1edbi. V\u1eady AI trong y t\u1ebf l\u00e0 g\u00ec v\u00e0 t\u1ea1i sao n\u00f3 l\u1ea1i quan tr\u1ecdng \u0111\u1ebfn th\u1ebf? H\u00e3y c\u00f9ng <a href=\"https:\/\/lacviet.vn\/\">L\u1ea1c Vi\u1ec7t<\/a> t\u00ecm hi\u1ec3u chi ti\u1ebft trong b\u00e0i vi\u1ebft n\u00e0y.<\/p>\r\n<strong>C\u00f9ng ch\u1ee7 \u0111\u1ec1:<\/strong>\r\n<ul>\r\n \t<li><em>4 <a href=\"https:\/\/lacviet.vn\/tri-tue-nhan-tao-trong-giao-duc\/\">\u1ee8ng d\u1ee5ng AI trong gi\u00e1o d\u1ee5c<\/a> th\u1ef1c t\u1ebf<\/em><\/li>\r\n \t<li><em><a href=\"https:\/\/lacviet.vn\/ung-dung-ai-trong-tai-chinh\/\">AI trong l\u0129nh v\u1ef1c t\u00e0i ch\u00ednh<\/a> \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng nh\u01b0 th\u1ebf n\u00e0o?<\/em><\/li>\r\n \t<li><em>7 <a href=\"https:\/\/lacviet.vn\/ung-dung-ai-trong-ngan-hang\/\">\u1ee8ng d\u1ee5ng c\u1ee7a AI trong ng\u00e2n h\u00e0ng<\/a> \u0111em l\u1ea1i l\u1ee3i \u00edch v\u01b0\u1ee3t tr\u1ed9i<\/em><\/li>\r\n<\/ul>\r\n<h2 style=\"text-align: justify;\">1. AI trong y t\u1ebf l\u00e0 g\u00ec?<\/h2>\r\n<blockquote>\r\n<p style=\"text-align: justify;\"><strong>AI hay Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf<\/strong> l\u00e0 vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n v\u00e0 m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y (machine learning) \u0111\u1ec3 x\u1eed l\u00fd, ph\u00e2n t\u00edch, h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u y t\u1ebf. AI c\u00f3 kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 \u0111\u01b0a ra nh\u1eefng quy\u1ebft \u0111\u1ecbnh l\u00e2m s\u00e0ng th\u00f4ng qua ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn (big data), nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh (image recognition), d\u1ef1 \u0111o\u00e1n b\u1ec7nh l\u00fd. C\u00e1c c\u00f4ng c\u1ee5 n\u00e0y kh\u00f4ng ch\u1ec9 gi\u1ea3m th\u1eddi gian ch\u1ea9n \u0111o\u00e1n m\u00e0 c\u00f2n t\u0103ng c\u01b0\u1eddng \u0111\u1ed9 ch\u00ednh x\u00e1c, gi\u00fap c\u1ee9u s\u1ed1ng nhi\u1ec1u b\u1ec7nh nh\u00e2n.<\/p>\r\n<\/blockquote>\r\n<figure id=\"attachment_41451\" aria-describedby=\"caption-attachment-41451\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-41451 size-full\" src=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-6.png\" alt=\"tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf\" width=\"800\" height=\"500\" srcset=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-6.png 800w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-6-768x480.png 768w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-6-18x12.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-41451\" class=\"wp-caption-text\">C\u00e1c c\u1ed9t m\u1ed1c ph\u00e1t tri\u1ec3n c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf<\/figcaption><\/figure>\r\n<p style=\"text-align: justify;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m xa l\u1ea1 m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 chi\u1ebfn l\u01b0\u1ee3c trong ng\u00e0nh y t\u1ebf. C\u00e1c h\u1ec7 th\u1ed1ng AI kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u m\u00e0 c\u00f2n \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t trong vi\u1ec7c ch\u1ea9n \u0111o\u00e1n b\u1ec7nh l\u00fd, h\u1ed7 tr\u1ee3 \u0111i\u1ec1u tr\u1ecb, t\u1ed1i \u01b0u h\u00f3a v\u1eadn h\u00e0nh. Theo b\u00e1o c\u00e1o c\u1ee7a MarketsandMarkets (2023), th\u1ecb tr\u01b0\u1eddng AI trong y t\u1ebf d\u1ef1 ki\u1ebfn \u0111\u1ea1t 187,95 t\u1ef7 USD v\u00e0o n\u0103m 2030, t\u0103ng tr\u01b0\u1edfng v\u1edbi t\u1ed1c \u0111\u1ed9 CAGR 37,6% t\u1eeb n\u0103m 2022. Nh\u1eefng con s\u1ed1 n\u00e0y ch\u1ee9ng minh r\u1eb1ng, vi\u1ec7c \u00e1p d\u1ee5ng AI kh\u00f4ng c\u00f2n l\u00e0 xu h\u01b0\u1edbng m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh y\u00eau c\u1ea7u t\u1ea5t y\u1ebfu trong ng\u00e0nh y t\u1ebf.<\/p>\r\n\r\n<h2 style=\"text-align: justify;\">2. C\u00e1c c\u00f4ng ngh\u1ec7 AI tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf<\/h2>\r\n<div class=\"highlight1\">\r\n<p style=\"text-align: justify;\">C\u00e1c c\u00f4ng ngh\u1ec7 AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong y t\u1ebf:<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">Machine Learning (H\u1ecdc m\u00e1y): \u1ee8ng d\u1ee5ng ph\u1ed5 bi\u1ebfn trong d\u1ef1 \u0111o\u00e1n b\u1ec7nh l\u00fd v\u00e0 h\u1ed7 tr\u1ee3 \u0111i\u1ec1u tr\u1ecb c\u00e1 nh\u00e2n h\u00f3a. V\u00ed d\u1ee5, AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb h\u00e0ng tri\u1ec7u b\u1ec7nh nh\u00e2n \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nguy c\u01a1 m\u1eafc b\u1ec7nh ti\u1ec3u \u0111\u01b0\u1eddng.<\/li>\r\n \t<li aria-level=\"1\">Natural Language Processing (X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean): Gi\u00fap ph\u00e2n t\u00edch th\u00f4ng tin t\u1eeb h\u1ed3 s\u01a1 y t\u1ebf \u0111i\u1ec7n t\u1eed (EMR) ho\u1eb7c h\u1ed7 tr\u1ee3 giao ti\u1ebfp b\u1eb1ng chatbot trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/li>\r\n \t<li aria-level=\"1\">Computer Vision (Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh): \u1ee8ng d\u1ee5ng \u0111\u1ec3 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh X-quang, MRI, ho\u1eb7c c\u00e1c d\u1eef li\u1ec7u y h\u1ecdc ph\u1ee9c t\u1ea1p, h\u1ed7 tr\u1ee3 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh nhanh ch\u00f3ng, ch\u00ednh x\u00e1c.<\/li>\r\n \t<li aria-level=\"1\">Reinforcement Learning gi\u00fap t\u1ed1i \u01b0u h\u00f3a qu\u00e1 tr\u00ecnh x\u1ea1 tr\u1ecb cho b\u1ec7nh nh\u00e2n ung th\u01b0<\/li>\r\n \t<li aria-level=\"1\">Generative AI t\u1ea1o ra h\u00ecnh \u1ea3nh gi\u1ea3 l\u1eadp c\u1ee7a t\u1ebf b\u00e0o ung th\u01b0<\/li>\r\n<\/ul>\r\n<\/div>\r\n<h3 style=\"text-align: justify;\">2.1 Machine Learning (H\u1ecdc m\u00e1y)<\/h3>\r\n<p style=\"text-align: justify;\">Machine Learning (ML) l\u00e0 m\u1ed9t nh\u00e1nh c\u1ee7a tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, n\u01a1i h\u1ec7 th\u1ed1ng AI h\u1ecdc h\u1ecfi v\u00e0 c\u1ea3i thi\u1ec7n t\u1eeb d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh c\u1ee5 th\u1ec3. Trong y t\u1ebf, ML \u0111\u00f3ng vai tr\u00f2 ch\u1ee7 \u0111\u1ea1o trong vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u l\u1edbn v\u00e0 ph\u00e1t hi\u1ec7n m\u00f4 h\u00ecnh \u1ea9n t\u1eeb th\u00f4ng tin b\u1ec7nh nh\u00e2n.<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">\u1ee8ng d\u1ee5ng trong d\u1ef1 \u0111o\u00e1n b\u1ec7nh l\u00fd: ML ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u h\u1ed3 s\u01a1 b\u1ec7nh nh\u00e2n \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nguy c\u01a1 m\u1eafc c\u00e1c b\u1ec7nh m\u00e3n t\u00ednh nh\u01b0 ti\u1ec3u \u0111\u01b0\u1eddng, tim m\u1ea1ch, v\u00e0 ung th\u01b0.<\/li>\r\n \t<li aria-level=\"1\">C\u00e1 nh\u00e2n h\u00f3a \u0111i\u1ec1u tr\u1ecb: ML g\u1ee3i \u00fd ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb d\u1ef1a tr\u00ean d\u1eef li\u1ec7u c\u00e1 nh\u00e2n, nh\u01b0 gen di truy\u1ec1n, ti\u1ec1n s\u1eed b\u1ec7nh.<\/li>\r\n \t<li aria-level=\"1\">T\u0103ng c\u01b0\u1eddng quy tr\u00ecnh th\u1eed nghi\u1ec7m thu\u1ed1c: ML ph\u00e2n t\u00edch c\u00e1c ph\u1ea3n \u1ee9ng l\u00e2m s\u00e0ng \u0111\u1ec3 r\u00fat ng\u1eafn th\u1eddi gian th\u1eed nghi\u1ec7m, x\u00e1c \u0111\u1ecbnh nh\u00f3m \u0111\u1ed1i t\u01b0\u1ee3ng ph\u00f9 h\u1ee3p. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng trong vi\u1ec7c ph\u00e1t tri\u1ec3n v\u1eafc-xin v\u00e0 thu\u1ed1c m\u1edbi.<\/li>\r\n<\/ul>\r\n<h3 style=\"text-align: justify;\">2.2 Natural Language Processing (X\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean &#8211; NLP)<\/h3>\r\n<p style=\"text-align: justify;\">Natural Language Processing l\u00e0 c\u00f4ng ngh\u1ec7 gi\u00fap AI hi\u1ec3u, ph\u00e2n t\u00edch v\u00e0 t\u1ea1o ra ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean c\u1ee7a con ng\u01b0\u1eddi. Trong l\u0129nh v\u1ef1c y t\u1ebf, NLP c\u00f3 vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c x\u1eed l\u00fd, khai th\u00e1c th\u00f4ng tin t\u1eeb v\u0103n b\u1ea3n ho\u1eb7c giao ti\u1ebfp.<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">Ph\u00e2n t\u00edch h\u1ed3 s\u01a1 y t\u1ebf \u0111i\u1ec7n t\u1eed (Electronic Medical Records &#8211; EMR): NLP tr\u00edch xu\u1ea5t th\u00f4ng tin quan tr\u1ecdng t\u1eeb h\u1ed3 s\u01a1 b\u1ec7nh \u00e1n, b\u00e1o c\u00e1o y khoa, d\u1eef li\u1ec7u x\u00e9t nghi\u1ec7m.<\/li>\r\n \t<li aria-level=\"1\">Chatbot v\u00e0 tr\u1ee3 l\u00fd \u1ea3o: NLP h\u1ed7 tr\u1ee3 chatbot giao ti\u1ebfp v\u1edbi b\u1ec7nh nh\u00e2n, tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi c\u01a1 b\u1ea3n, t\u01b0 v\u1ea5n y t\u1ebf s\u01a1 b\u1ed9.<\/li>\r\n \t<li aria-level=\"1\">H\u1ed7 tr\u1ee3 nghi\u00ean c\u1ee9u: NLP ph\u00e2n t\u00edch h\u00e0ng ng\u00e0n b\u00e0i b\u00e1o khoa h\u1ecdc, b\u00e1o c\u00e1o nghi\u00ean c\u1ee9u \u0111\u1ec3 t\u00ecm ra xu h\u01b0\u1edbng ho\u1eb7c ki\u1ebfn th\u1ee9c m\u1edbi. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u ti\u1ebft ki\u1ec7m th\u1eddi gian, t\u1eadp trung v\u00e0o v\u1ea5n \u0111\u1ec1 quan tr\u1ecdng.<\/li>\r\n<\/ul>\r\n<figure id=\"attachment_41447\" aria-describedby=\"caption-attachment-41447\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"wp-image-41447 size-full\" src=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-2.png\" alt=\"C\u00f4ng ngh\u1ec7 AI trong y t\u1ebf\" width=\"800\" height=\"500\" srcset=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-2.png 800w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-2-768x480.png 768w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-2-18x12.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-41447\" class=\"wp-caption-text\">NLP c\u00f3 vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c x\u1eed l\u00fd, khai th\u00e1c th\u00f4ng tin t\u1eeb v\u0103n b\u1ea3n ho\u1eb7c giao ti\u1ebfp<\/figcaption><\/figure>\r\n<h3 style=\"text-align: justify;\">2.3 Computer Vision (Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh)<\/h3>\r\n<p style=\"text-align: justify;\">Computer Vision l\u00e0 m\u1ed9t nh\u00e1nh kh\u00e1c c\u1ee7a AI, t\u1eadp trung v\u00e0o vi\u1ec7c \u201chi\u1ec3u\u201d v\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh, video ho\u1eb7c d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh y h\u1ecdc nh\u01b0 X-quang, MRI, CT scan.<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">Ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y h\u1ecdc: Th\u1ecb gi\u00e1c m\u00e1y t\u00ednh gi\u00fap ph\u00e1t hi\u1ec7n c\u00e1c b\u1ea5t th\u01b0\u1eddng trong h\u00ecnh \u1ea3nh y khoa, h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh nhanh h\u01a1n, ch\u00ednh x\u00e1c h\u01a1n.<\/li>\r\n \t<li aria-level=\"1\">H\u1ed7 tr\u1ee3 ph\u1eabu thu\u1eadt: Computer Vision k\u1ebft h\u1ee3p v\u1edbi robot y t\u1ebf \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c ca ph\u1eabu thu\u1eadt ph\u1ee9c t\u1ea1p v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n. Robot da Vinci s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh \u0111\u1ec3 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 trong ph\u1eabu thu\u1eadt n\u1ed9i soi, gi\u00fap gi\u1ea3m thi\u1ec3u r\u1ee7i ro v\u00e0 th\u1eddi gian ph\u1ee5c h\u1ed3i c\u1ee7a b\u1ec7nh nh\u00e2n.<\/li>\r\n \t<li aria-level=\"1\">Theo d\u00f5i b\u1ec7nh nh\u00e2n t\u1eeb xa: Computer Vision gi\u00e1m s\u00e1t b\u1ec7nh nh\u00e2n th\u00f4ng qua camera ho\u1eb7c c\u1ea3m bi\u1ebfn \u0111\u1ec3 ph\u00e1t hi\u1ec7n nh\u1eefng d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng nh\u01b0 ng\u00e3, co gi\u1eadt, ho\u1eb7c suy gi\u1ea3m s\u1ee9c kh\u1ecfe.<\/li>\r\n<\/ul>\r\n<h3 style=\"text-align: justify;\">2.4 C\u00e1c lo\u1ea1i AI kh\u00e1c \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng trong y t\u1ebf<\/h3>\r\n<p style=\"text-align: justify;\">Ngo\u00e0i c\u00e1c c\u00f4ng ngh\u1ec7 ch\u00ednh tr\u00ean, m\u1ed9t s\u1ed1 d\u1ea1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf kh\u00e1c c\u0169ng \u0111ang \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i nh\u01b0:<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">Reinforcement Learning (H\u1ecdc t\u0103ng c\u01b0\u1eddng): \u0110\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb th\u00f4ng qua vi\u1ec7c &#8220;h\u1ecdc h\u1ecfi&#8221; t\u1eeb k\u1ebft qu\u1ea3 th\u1ef1c t\u1ebf. Reinforcement Learning gi\u00fap t\u1ed1i \u01b0u h\u00f3a qu\u00e1 tr\u00ecnh x\u1ea1 tr\u1ecb cho b\u1ec7nh nh\u00e2n ung th\u01b0 b\u1eb1ng c\u00e1ch \u0111i\u1ec1u ch\u1ec9nh tham s\u1ed1 m\u00e1y m\u00f3c \u0111\u1ec3 \u0111\u1ea1t hi\u1ec7u qu\u1ea3 cao nh\u1ea5t m\u00e0 v\u1eabn gi\u1ea3m thi\u1ec3u t\u1ed5n th\u01b0\u01a1ng m\u00f4 l\u00e0nh.<\/li>\r\n \t<li aria-level=\"1\">Generative AI (AI t\u1ea1o sinh): AI n\u00e0y c\u00f3 kh\u1ea3 n\u0103ng t\u1ea1o ra h\u00ecnh \u1ea3nh ho\u1eb7c d\u1eef li\u1ec7u gi\u1ea3 l\u1eadp ph\u1ee5c v\u1ee5 cho nghi\u00ean c\u1ee9u y khoa. Generative AI t\u1ea1o ra h\u00ecnh \u1ea3nh gi\u1ea3 l\u1eadp c\u1ee7a t\u1ebf b\u00e0o ung th\u01b0, gi\u00fap c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 s\u1ef1 ph\u00e1t tri\u1ec3n v\u00e0 ph\u1ea3n \u1ee9ng c\u1ee7a t\u1ebf b\u00e0o v\u1edbi thu\u1ed1c.<\/li>\r\n<\/ul>\r\n<h2 style=\"text-align: justify;\">3. 5 \u1ee8ng d\u1ee5ng AI tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf n\u1ed5i b\u1eadt nh\u1ea5t hi\u1ec7n t\u1ea1i<\/h2>\r\n<blockquote>5 \u1ee8ng d\u1ee5ng AI trong y t\u1ebf ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe:\r\n<ol>\r\n \t<li><a href=\"https:\/\/lacviet.vn\/tri-tue-nhan-tao-trong-y-te\/#3-1-ung-dung-ai-trong-chan-doan-benh-ly\">\u1ee8ng d\u1ee5ng AI trong ch\u1ea9n \u0111o\u00e1n b\u1ec7nh l\u00fd<\/a><\/li>\r\n \t<li><a href=\"https:\/\/lacviet.vn\/tri-tue-nhan-tao-trong-y-te\/#3-2-ung-dung-ai-trong-xay-dung-phat-do-dieu-tri\">\u1ee8ng d\u1ee5ng AI trong x\u00e2y d\u1ef1ng ph\u00e1t \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb<\/a><\/li>\r\n \t<li><a href=\"https:\/\/lacviet.vn\/tri-tue-nhan-tao-trong-y-te\/#3-3-ung-dung-ai-trong-quan-ly-ho-so-du-lieu-y-te\">\u1ee8ng d\u1ee5ng AI trong qu\u1ea3n l\u00fd h\u1ed3 s\u01a1 d\u1eef li\u1ec7u y t\u1ebf<\/a><\/li>\r\n \t<li><a href=\"https:\/\/lacviet.vn\/tri-tue-nhan-tao-trong-y-te\/#3-4-ung-dung-ai-ho-tro-nghien-cuu-phat-trien-thuoc\">\u1ee8ng d\u1ee5ng AI h\u1ed7 tr\u1ee3 nghi\u00ean c\u1ee9u ph\u00e1t tri\u1ec3n thu\u1ed1c<\/a><\/li>\r\n \t<li><a href=\"https:\/\/lacviet.vn\/tri-tue-nhan-tao-trong-y-te\/#3-5-ung-dung-ai-trong-cham-soc-suc-khoe-tu-xa-telehealth\">\u1ee8ng d\u1ee5ng AI trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe t\u1eeb xa (Telehealth)<\/a><\/li>\r\n<\/ol>\r\n<\/blockquote>\r\n<h3 style=\"text-align: justify;\">3.1. \u1ee8ng d\u1ee5ng AI trong ch\u1ea9n \u0111o\u00e1n b\u1ec7nh l\u00fd<\/h3>\r\n<p style=\"text-align: justify;\">AI \u0111\u00e3 m\u1edf ra m\u1ed9t b\u01b0\u1edbc ngo\u1eb7t trong vi\u1ec7c n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 t\u1ed1c \u0111\u1ed9 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh l\u00fd nh\u1edd kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, nh\u1eadn di\u1ec7n d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng t\u1eeb r\u1ea5t s\u1edbm.<\/p>\r\n\r\n<ul>\r\n \t<li>C\u00f4ng ngh\u1ec7 AI trong ph\u00e1t hi\u1ec7n ung th\u01b0 da: M\u1ed9t nghi\u00ean c\u1ee9u t\u1ea1i \u0110\u1ea1i h\u1ecdc Stanford (2023) \u0111\u00e3 ph\u00e1t tri\u1ec3n thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u h\u00ecnh \u1ea3nh da. K\u1ebft qu\u1ea3 cho th\u1ea5y AI c\u00f3 th\u1ec3 ch\u1ea9n \u0111o\u00e1n ung th\u01b0 da v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c 95%, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng ho\u1eb7c v\u01b0\u1ee3t qua c\u00e1c b\u00e1c s\u0129 chuy\u00ean khoa da li\u1ec5u.<\/li>\r\n \t<li>Ph\u00e1t hi\u1ec7n ung th\u01b0 ph\u1ed5i: C\u00e1c h\u1ec7 th\u1ed1ng AI nh\u01b0 Google DeepMind \u0111\u00e3 h\u1ed7 tr\u1ee3 ph\u00e1t hi\u1ec7n c\u00e1c n\u1ed1t ph\u1ed5i nh\u1ecf trong ch\u1ee5p CT, gi\u00fap t\u0103ng t\u1ef7 l\u1ec7 ph\u00e1t hi\u1ec7n ung th\u01b0 ph\u1ed5i giai \u0111o\u1ea1n s\u1edbm th\u00eam 11%.<\/li>\r\n \t<li style=\"text-align: justify;\">Tim m\u1ea1ch: AI k\u1ebft h\u1ee3p v\u1edbi thi\u1ebft b\u1ecb \u0111eo tay nh\u01b0 Apple Watch ho\u1eb7c Fitbit cho ph\u00e9p ph\u00e2n t\u00edch nh\u1ecbp tim v\u00e0 \u0111\u01b0a ra c\u1ea3nh b\u00e1o s\u1edbm v\u1ec1 nguy c\u01a1 rung nh\u0129, \u0111\u1ed9t qu\u1ef5 ho\u1eb7c b\u1ec7nh tim m\u1ea1ch nguy hi\u1ec3m. Theo m\u1ed9t nghi\u00ean c\u1ee9u c\u1ee7a Mayo Clinic (2022), h\u1ec7 th\u1ed1ng AI h\u1ed7 tr\u1ee3 t\u1eeb xa \u0111\u00e3 gi\u1ea3m t\u1ef7 l\u1ec7 t\u1eed vong do b\u1ec7nh tim m\u1ea1ch t\u1edbi 20%.<\/li>\r\n \t<li style=\"text-align: justify;\">C\u00e1c b\u1ec7nh hi\u1ebfm g\u1eb7p: V\u1edbi d\u1eef li\u1ec7u gen v\u00e0 b\u1ec7nh s\u1eed gia \u0111\u00ecnh, AI nh\u01b0 c\u00f4ng c\u1ee5 t\u1eeb c\u00f4ng ty Face2Gene c\u00f3 th\u1ec3 nh\u1eadn di\u1ec7n ch\u00ednh x\u00e1c c\u00e1c h\u1ed9i ch\u1ee9ng di truy\u1ec1n hi\u1ebfm g\u1eb7p, r\u00fat ng\u1eafn th\u1eddi gian ch\u1ea9n \u0111o\u00e1n t\u1eeb v\u00e0i n\u0103m xu\u1ed1ng v\u00e0i tu\u1ea7n.<\/li>\r\n<\/ul>\r\n<figure id=\"attachment_41452\" aria-describedby=\"caption-attachment-41452\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-41452\" src=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-7.png\" alt=\"tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o AI trong y t\u1ebf\" width=\"800\" height=\"500\" srcset=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-7.png 800w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-7-768x480.png 768w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-7-18x12.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-41452\" class=\"wp-caption-text\">C\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 t\u00edch h\u1ee3p AI h\u1ed7 tr\u1ee3 ch\u1ea9n \u0111o\u00e1n, ph\u00e1t hi\u1ec7n b\u1ec7nh<\/figcaption><\/figure>\r\n<h3 style=\"text-align: justify;\">3.2. \u1ee8ng d\u1ee5ng AI trong x\u00e2y d\u1ef1ng ph\u00e1t \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb<\/h3>\r\n<p style=\"text-align: justify;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf gi\u00fap x\u00e2y d\u1ef1ng ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng c\u00e1 nh\u00e2n, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u y h\u1ecdc, di truy\u1ec1n, th\u00f3i quen sinh ho\u1ea1t c\u1ee7a b\u1ec7nh nh\u00e2n.<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">AI trong ph\u00e2n t\u00edch gen: C\u00e1c h\u1ec7 th\u1ed1ng AI nh\u01b0 IBM Watson for Genomics s\u1eed d\u1ee5ng d\u1eef li\u1ec7u di truy\u1ec1n \u0111\u1ec3 g\u1ee3i \u00fd li\u1ec7u ph\u00e1p \u0111i\u1ec1u tr\u1ecb ung th\u01b0 ch\u00ednh x\u00e1c nh\u1ea5t. T\u1ea1i M\u1ef9, Watson \u0111\u00e3 ph\u00e2n t\u00edch gen c\u1ee7a m\u1ed9t b\u1ec7nh nh\u00e2n ung th\u01b0 v\u00fa, \u0111\u1ec1 xu\u1ea5t ph\u00e1c \u0111\u1ed3 h\u00f3a tr\u1ecb kh\u00e1c v\u1edbi ti\u00eau chu\u1ea9n. K\u1ebft qu\u1ea3, b\u1ec7nh nh\u00e2n h\u1ed3i ph\u1ee5c nhanh h\u01a1n 40% so v\u1edbi li\u1ec7u ph\u00e1p th\u00f4ng th\u01b0\u1eddng.<\/li>\r\n \t<li aria-level=\"1\">\u0110i\u1ec1u tr\u1ecb b\u1ec7nh m\u00e3n t\u00ednh: C\u00e1c c\u00f4ng c\u1ee5 AI nh\u01b0 CarePredict theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch th\u00f3i quen sinh ho\u1ea1t c\u1ee7a b\u1ec7nh nh\u00e2n m\u1eafc b\u1ec7nh ti\u1ec3u \u0111\u01b0\u1eddng ho\u1eb7c huy\u1ebft \u00e1p cao, g\u1ee3i \u00fd thay \u0111\u1ed5i l\u1ed1i s\u1ed1ng, nh\u1eafc nh\u1edf d\u00f9ng thu\u1ed1c \u0111\u00fang gi\u1edd.<\/li>\r\n \t<li aria-level=\"1\">D\u01b0\u1ee3c ph\u1ea9m c\u00e1 nh\u00e2n h\u00f3a: AI h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch ph\u1ea3n \u1ee9ng thu\u1ed1c \u0111\u1ed1i v\u1edbi t\u1eebng b\u1ec7nh nh\u00e2n, t\u1eeb \u0111\u00f3 \u0111\u1ec1 xu\u1ea5t li\u1ec1u l\u01b0\u1ee3ng ph\u00f9 h\u1ee3p, gi\u1ea3m t\u00e1c d\u1ee5ng ph\u1ee5, t\u0103ng hi\u1ec7u qu\u1ea3 \u0111i\u1ec1u tr\u1ecb.<\/li>\r\n<\/ul>\r\n<h3 style=\"text-align: justify;\">3.3. \u1ee8ng d\u1ee5ng AI trong qu\u1ea3n l\u00fd h\u1ed3 s\u01a1 d\u1eef li\u1ec7u y t\u1ebf<\/h3>\r\n<p style=\"text-align: justify;\">H\u1ec7 th\u1ed1ng y t\u1ebf ng\u00e0y c\u00e0ng ph\u1ee9c t\u1ea1p v\u1edbi kh\u1ed1i l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn, t\u1eeb h\u1ed3 s\u01a1 b\u1ec7nh \u00e1n, l\u1ecbch s\u1eed \u0111i\u1ec1u tr\u1ecb, \u0111\u1ebfn k\u1ebft qu\u1ea3 x\u00e9t nghi\u1ec7m. AI \u0111\u00e3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y b\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh qu\u1ea3n l\u00fd d\u1eef li\u1ec7u.<\/p>\r\n<p style=\"text-align: justify;\">Th\u00eam v\u00e0o \u0111\u00f3, c\u00f4ng ngh\u1ec7 blockchain gi\u00fap m\u00e3 h\u00f3a d\u1eef li\u1ec7u v\u00e0 AI \u0111\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch trong x\u1eed l\u00fd th\u00f4ng tin y t\u1ebf. Estonia \u0111\u00e3 tri\u1ec3n khai blockchain trong l\u01b0u tr\u1eef h\u1ed3 s\u01a1 y t\u1ebf, k\u1ebft h\u1ee3p AI \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, gi\u1ea3m 30% chi ph\u00ed l\u01b0u tr\u1eef, t\u0103ng 40% hi\u1ec7u qu\u1ea3 truy c\u1eadp th\u00f4ng tin.<\/p>\r\n\r\n<h3 style=\"text-align: justify;\">3.4. \u1ee8ng d\u1ee5ng AI h\u1ed7 tr\u1ee3 nghi\u00ean c\u1ee9u ph\u00e1t tri\u1ec3n thu\u1ed1c<\/h3>\r\n<p style=\"text-align: justify;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf \u0111ang thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch c\u00e1c c\u00f4ng ty d\u01b0\u1ee3c ph\u1ea9m ph\u00e1t tri\u1ec3n thu\u1ed1c m\u1edbi, gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian, chi ph\u00ed.<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">R\u00fat ng\u1eafn th\u1eddi gian nghi\u00ean c\u1ee9u: C\u00f4ng ty Insilico Medicine s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u00ecm ra h\u1ee3p ch\u1ea5t \u0111i\u1ec1u tr\u1ecb b\u1ec7nh x\u01a1 c\u1ee9ng \u0111\u1ed9ng m\u1ea1ch ch\u1ec9 trong 46 ng\u00e0y, so v\u1edbi h\u00e0ng n\u0103m c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng. Theo b\u00e1o c\u00e1o t\u1eeb Deloitte (2023), vi\u1ec7c \u00e1p d\u1ee5ng AI trong nghi\u00ean c\u1ee9u d\u01b0\u1ee3c ph\u1ea9m c\u00f3 th\u1ec3 gi\u1ea3m 60% chi ph\u00ed nghi\u00ean c\u1ee9u l\u00e2m s\u00e0ng.<\/li>\r\n \t<li aria-level=\"1\">Th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng th\u00f4ng minh: AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u00e1c th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a nh\u00f3m \u0111\u1ed1i t\u01b0\u1ee3ng th\u1eed nghi\u1ec7m, t\u0103ng t\u1ef7 l\u1ec7 th\u00e0nh c\u00f4ng c\u1ee7a thu\u1ed1c. Pfizer \u0111\u00e3 s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u0103ng t\u1ef7 l\u1ec7 th\u00e0nh c\u00f4ng th\u1eed nghi\u1ec7m v\u1eafc-xin COVID-19 trong giai \u0111o\u1ea1n \u0111\u1ea1i d\u1ecbch.<\/li>\r\n<\/ul>\r\n<h3 style=\"text-align: justify;\">3.5. \u1ee8ng d\u1ee5ng AI trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe t\u1eeb xa (Telehealth)<\/h3>\r\n<p style=\"text-align: justify;\">AI \u0111\u00e3 tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng cho c\u00e1c d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe t\u1eeb xa, \u0111\u1eb7c bi\u1ec7t trong b\u1ed1i c\u1ea3nh \u0111\u1ea1i d\u1ecbch COVID-19 v\u00e0 s\u1ef1 thi\u1ebfu h\u1ee5t b\u00e1c s\u0129 t\u1ea1i nhi\u1ec1u qu\u1ed1c gia. Gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian di chuy\u1ec3n v\u00e0 chi ph\u00ed kh\u00e1m ch\u1eefa b\u1ec7nh cho b\u1ec7nh nh\u00e2n. T\u0103ng kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn d\u1ecbch v\u1ee5 y t\u1ebf cho ng\u01b0\u1eddi d\u00e2n t\u1ea1i v\u00f9ng n\u00f4ng th\u00f4n ho\u1eb7c v\u00f9ng s\u00e2u, v\u00f9ng xa.<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">Chatbot v\u00e0 tr\u1ee3 l\u00fd \u1ea3o: <a href=\"https:\/\/lacviet.vn\/lv-chatbot-ai-assistant\/\">Chatbot t\u00edch h\u1ee3p AI<\/a> nh\u01b0 Babylon Health ho\u1eb7c Ada Health gi\u00fap b\u1ec7nh nh\u00e2n t\u1ef1 ki\u1ec3m tra tri\u1ec7u ch\u1ee9ng, t\u01b0 v\u1ea5n s\u01a1 b\u1ed9, gi\u1ea3m t\u1ea3i cho b\u00e1c s\u0129. T\u1ea1i Anh, Babylon Health \u0111\u00e3 gi\u00fap gi\u1ea3m 30% l\u01b0\u1ee3t b\u1ec7nh nh\u00e2n \u0111\u1ebfn ph\u00f2ng kh\u00e1m kh\u00f4ng c\u1ea7n thi\u1ebft.<\/li>\r\n \t<li aria-level=\"1\">Ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb xa: AI nh\u1eadn d\u1eef li\u1ec7u t\u1eeb c\u00e1c thi\u1ebft b\u1ecb y t\u1ebf t\u1ea1i nh\u00e0 nh\u01b0 m\u00e1y \u0111o \u0111\u01b0\u1eddng huy\u1ebft ho\u1eb7c huy\u1ebft \u00e1p, ph\u00e2n t\u00edch, g\u1eedi c\u1ea3nh b\u00e1o \u0111\u1ebfn b\u00e1c s\u0129 n\u1ebfu ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng.<\/li>\r\n<\/ul>\r\n<figure id=\"attachment_41450\" aria-describedby=\"caption-attachment-41450\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-41450\" src=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-5.png\" alt=\"tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf\" width=\"800\" height=\"500\" srcset=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-5.png 800w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-5-768x480.png 768w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-5-18x12.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-41450\" class=\"wp-caption-text\">AI gi\u00fap ch\u0103m s\u00f3c, theo d\u00f5i s\u1ee9c kh\u1ecfe t\u1eeb xa<\/figcaption><\/figure>\r\n<h2 style=\"text-align: justify;\">4. L\u1ee3i \u00edch c\u1ee7a vi\u1ec7c \u1ee9ng d\u1ee5ng AI trong y t\u1ebf<\/h2>\r\n<h3 style=\"text-align: justify;\">4.1 T\u0103ng hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed<\/h3>\r\n<p style=\"text-align: justify;\">Theo b\u00e1o c\u00e1o c\u1ee7a Accenture (2023), vi\u1ec7c \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf c\u00f3 th\u1ec3 ti\u1ebft ki\u1ec7m h\u01a1n 150 t\u1ef7 USD cho ng\u00e0nh y t\u1ebf to\u00e0n c\u1ea7u v\u00e0o n\u0103m 2026 nh\u1edd v\u00e0o vi\u1ec7c gi\u1ea3m thi\u1ec3u sai s\u00f3t y t\u1ebf, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh, c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/p>\r\n<p style=\"text-align: justify;\">AI \u0111ang thay \u0111\u1ed5i c\u00e1ch c\u00e1c t\u1ed5 ch\u1ee9c y t\u1ebf v\u1eadn h\u00e0nh, t\u1eeb qu\u1ea3n l\u00fd b\u1ec7nh nh\u00e2n, t\u1ed1i \u01b0u h\u00f3a nh\u00e2n s\u1ef1, \u0111\u1ebfn s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean y t\u1ebf hi\u1ec7u qu\u1ea3. Vi\u1ec7c t\u00edch h\u1ee3p AI v\u00e0o quy tr\u00ecnh gi\u00fap gi\u1ea3m b\u1edbt nhi\u1ec7m v\u1ee5 l\u1eb7p \u0111i l\u1eb7p l\u1ea1i, t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng vi\u1ec7c, gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed.<\/p>\r\n<p style=\"text-align: justify;\">C\u1ee5 th\u1ec3, AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u d\u1eef li\u1ec7u y t\u1ebf t\u1eeb l\u1ecbch s\u1eed b\u1ec7nh nh\u00e2n, h\u00f3a \u0111\u01a1n, \u0111\u1ebfn qu\u1ea3n l\u00fd d\u01b0\u1ee3c ph\u1ea9m. H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng gi\u00fap gi\u1ea3m thi\u1ec3u sai s\u00f3t trong nh\u1eadp li\u1ec7u v\u00e0 c\u1ea3i thi\u1ec7n t\u1ed1c \u0111\u1ed9 x\u1eed l\u00fd. V\u00ed d\u1ee5: B\u1ec7nh vi\u1ec7n Mount Sinai (M\u1ef9) tri\u1ec3n khai h\u1ec7 th\u1ed1ng AI \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1ec7nh nh\u00e2n, gi\u1ea3m th\u1eddi gian nh\u1eadp li\u1ec7u t\u1eeb 4 gi\u1edd xu\u1ed1ng c\u00f2n 2 gi\u1edd, \u0111\u1ed3ng th\u1eddi ti\u1ebft ki\u1ec7m 30% chi ph\u00ed v\u1eadn h\u00e0nh h\u00e0ng n\u0103m.<\/p>\r\n\r\n\r\n<figure id=\"attachment_41449\" aria-describedby=\"caption-attachment-41449\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-41449\" src=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-4.png\" alt=\"tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf\" width=\"800\" height=\"500\" srcset=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-4.png 800w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-4-768x480.png 768w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/11\/tri-tue-nhan-tao-trong-y-te-4-18x12.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-41449\" class=\"wp-caption-text\">Statista \u01b0\u1edbc t\u00ednh th\u1ecb tr\u01b0\u1eddng AI ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe to\u00e0n c\u1ea7u d\u1ef1 ki\u1ebfn \u200b\u200b\u200b\u200bs\u1ebd \u0111\u1ea1t g\u1ea7n 188 t\u1ef7 USD v\u00e0o n\u0103m 2030, v\u1edbi t\u1ed1c \u0111\u1ed9 CAGR l\u00e0 37% t\u1eeb n\u0103m 2022 \u0111\u1ebfn n\u0103m 2030<\/figcaption><\/figure>\r\n<h3 style=\"text-align: justify;\">4.2 C\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe<\/h3>\r\n<p style=\"text-align: justify;\">M\u1ed9t trong nh\u1eefng l\u1ee3i \u00edch quan tr\u1ecdng nh\u1ea5t c\u1ee7a AI l\u00e0 kh\u1ea3 n\u0103ng n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5 y t\u1ebf. AI kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh l\u00e2m s\u00e0ng m\u00e0 c\u00f2n \u0111\u1ea3m b\u1ea3o r\u1eb1ng ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a cho t\u1eebng b\u1ec7nh nh\u00e2n.<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">Gi\u1ea3m thi\u1ec3u sai s\u00f3t y t\u1ebf: C\u00e1c h\u1ec7 th\u1ed1ng AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1ec7nh nh\u00e2n v\u00e0 g\u1ee3i \u00fd ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb ch\u00ednh x\u00e1c, gi\u1ea3m thi\u1ec3u nh\u1eefng sai s\u00f3t m\u00e0 con ng\u01b0\u1eddi d\u1ec5 m\u1eafc ph\u1ea3i trong m\u00f4i tr\u01b0\u1eddng \u00e1p l\u1ef1c cao. Theo nghi\u00ean c\u1ee9u t\u1eeb Hi\u1ec7p h\u1ed9i Y khoa Hoa K\u1ef3, t\u1ef7 l\u1ec7 sai s\u00f3t trong ch\u1ea9n \u0111o\u00e1n \u0111\u00e3 gi\u1ea3m t\u1edbi 85% nh\u1edd s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a AI.<\/li>\r\n \t<li aria-level=\"1\">Ph\u00e1t hi\u1ec7n b\u1ec7nh s\u1edbm: AI ph\u00e2n t\u00edch c\u00e1c d\u1ea5u hi\u1ec7u ban \u0111\u1ea7u m\u00e0 con ng\u01b0\u1eddi c\u00f3 th\u1ec3 b\u1ecf qua, gi\u00fap ph\u00e1t hi\u1ec7n b\u1ec7nh t\u1eeb r\u1ea5t s\u1edbm. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng v\u1edbi b\u1ec7nh nh\u01b0 ung th\u01b0 v\u00e0 tim m\u1ea1ch. AI t\u1ea1i Mayo Clinic gi\u00fap ph\u00e1t hi\u1ec7n nguy c\u01a1 \u0111\u1ed9t qu\u1ef5 tr\u01b0\u1edbc khi b\u1ec7nh nh\u00e2n xu\u1ea5t hi\u1ec7n tri\u1ec7u ch\u1ee9ng, gi\u00fap t\u0103ng 15% kh\u1ea3 n\u0103ng s\u1ed1ng s\u00f3t.<\/li>\r\n \t<li aria-level=\"1\">C\u00e1 nh\u00e2n h\u00f3a ch\u0103m s\u00f3c: AI \u0111\u01b0a ra c\u00e1c li\u1ec7u tr\u00ecnh \u0111i\u1ec1u tr\u1ecb ri\u00eang bi\u1ec7t d\u1ef1a tr\u00ean h\u1ed3 s\u01a1 b\u1ec7nh nh\u00e2n, ti\u1ec1n s\u1eed di truy\u1ec1n, d\u1eef li\u1ec7u y khoa to\u00e0n c\u1ea7u. B\u1ec7nh vi\u1ec7n Johns Hopkins \u0111\u00e3 \u1ee9ng d\u1ee5ng AI trong c\u00e1 nh\u00e2n h\u00f3a ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb ung th\u01b0, gi\u00fap t\u0103ng t\u1ef7 l\u1ec7 h\u1ed3i ph\u1ee5c l\u00ean 25%.<\/li>\r\n<\/ul>\r\n<h3 style=\"text-align: justify;\">4.3 Gi\u1ea3m t\u1ea3i cho nh\u00e2n vi\u00ean y t\u1ebf<\/h3>\r\n<p style=\"text-align: justify;\">V\u1edbi kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c ng\u00e0y c\u00e0ng gia t\u0103ng, nh\u00e2n vi\u00ean y t\u1ebf th\u01b0\u1eddng xuy\u00ean ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi t\u00ecnh tr\u1ea1ng ki\u1ec7t s\u1ee9c. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf h\u1ed7 tr\u1ee3 b\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng h\u00f3a nhi\u1ec7m v\u1ee5 h\u00e0nh ch\u00ednh v\u00e0 qu\u1ea3n l\u00fd, gi\u00fap h\u1ecd t\u1eadp trung v\u00e0o nhi\u1ec7m v\u1ee5 quan tr\u1ecdng h\u01a1n.<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng vi\u1ec7c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i: AI \u0111\u1ea3m nh\u1eadn nhi\u1ec7m v\u1ee5 nh\u01b0 nh\u1eadp li\u1ec7u, x\u1eed l\u00fd h\u00f3a \u0111\u01a1n, v\u00e0 qu\u1ea3n l\u00fd l\u1ecbch tr\u00ecnh ph\u1eabu thu\u1eadt. H\u1ec7 th\u1ed1ng AI c\u1ee7a Nh\u1eadt B\u1ea3n gi\u00fap l\u1eadp k\u1ebf ho\u1ea1ch ph\u1eabu thu\u1eadt, s\u1eafp x\u1ebfp th\u1eddi gian bi\u1ec3u, gi\u1ea3m 40% kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c h\u00e0nh ch\u00ednh c\u1ee7a b\u00e1c s\u0129.<\/li>\r\n \t<li aria-level=\"1\">H\u1ed7 tr\u1ee3 quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng: AI cung c\u1ea5p th\u00f4ng tin ph\u00e2n t\u00edch chi ti\u1ebft trong th\u1eddi gian th\u1ef1c, gi\u00fap b\u00e1c s\u0129 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng m\u00e0 kh\u00f4ng c\u1ea7n t\u00ecm ki\u1ebfm th\u1ee7 c\u00f4ng. M\u1ed9t b\u1ec7nh vi\u1ec7n t\u1ea1i \u1ea4n \u0110\u1ed9 s\u1eed d\u1ee5ng AI \u0111\u1ec3 ph\u00e2n t\u00edch k\u1ebft qu\u1ea3 x\u00e9t nghi\u1ec7m m\u00e1u, c\u1ea3nh b\u00e1o d\u1ea5u hi\u1ec7u nguy hi\u1ec3m trong v\u00f2ng v\u00e0i ph\u00fat.<\/li>\r\n \t<li aria-level=\"1\">T\u0103ng th\u1eddi gian ch\u0103m s\u00f3c b\u1ec7nh nh\u00e2n: V\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a AI, nh\u00e2n vi\u00ean y t\u1ebf c\u00f3 th\u1ec3 d\u00e0nh nhi\u1ec1u th\u1eddi gian h\u01a1n \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c t\u01b0\u01a1ng t\u00e1c, ch\u0103m s\u00f3c b\u1ec7nh nh\u00e2n, c\u1ea3i thi\u1ec7n tr\u1ea3i nghi\u1ec7m c\u1ee7a ng\u01b0\u1eddi b\u1ec7nh.<\/li>\r\n<\/ul>\r\n<h3 style=\"text-align: justify;\">4.4 M\u1edf r\u1ed9ng kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe<\/h3>\r\n<p style=\"text-align: justify;\">AI \u0111ang m\u1edf ra c\u01a1 h\u1ed9i l\u1edbn cho c\u00e1c v\u00f9ng s\u00e2u, v\u00f9ng xa, n\u01a1i m\u00e0 d\u1ecbch v\u1ee5 y t\u1ebf ch\u1ea5t l\u01b0\u1ee3ng c\u00f2n h\u1ea1n ch\u1ebf do thi\u1ebfu b\u00e1c s\u0129 v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng.<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">Ch\u0103m s\u00f3c t\u1eeb xa: C\u00e1c \u1ee9ng d\u1ee5ng AI t\u00edch h\u1ee3p tr\u00ean \u0111i\u1ec7n tho\u1ea1i th\u00f4ng minh cho ph\u00e9p b\u1ec7nh nh\u00e2n t\u1ef1 ki\u1ec3m tra tri\u1ec7u ch\u1ee9ng, nh\u1eadn \u0111\u01b0\u1ee3c t\u01b0 v\u1ea5n s\u01a1 b\u1ed9 t\u1eeb chatbot y t\u1ebf. Babylon Health \u0111\u00e3 cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe mi\u1ec5n ph\u00ed cho h\u00e0ng tri\u1ec7u ng\u01b0\u1eddi \u1edf ch\u00e2u Phi, gi\u00fap gi\u1ea3m thi\u1ec3u \u00e1p l\u1ef1c cho h\u1ec7 th\u1ed1ng y t\u1ebf \u0111\u1ecba ph\u01b0\u01a1ng.<\/li>\r\n \t<li aria-level=\"1\">H\u1ed7 tr\u1ee3 trong c\u00e1c tr\u01b0\u1eddng h\u1ee3p kh\u1ea9n c\u1ea5p: AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u1ee9c kh\u1ecfe t\u1eeb xa v\u00e0 \u0111\u01b0a ra c\u1ea3nh b\u00e1o ngay l\u1eadp t\u1ee9c khi ph\u00e1t hi\u1ec7n d\u1ea5u hi\u1ec7u nguy hi\u1ec3m, t\u1eeb \u0111\u00f3 t\u0103ng c\u01a1 h\u1ed9i c\u1ee9u s\u1ed1ng b\u1ec7nh nh\u00e2n. T\u1ea1i Indonesia, AI \u0111\u00e3 gi\u00fap ph\u00e1t hi\u1ec7n d\u1ecbch s\u1ed1t xu\u1ea5t huy\u1ebft s\u1edbm d\u1ef1a tr\u00ean d\u1eef li\u1ec7u t\u1eeb b\u1ec7nh nh\u00e2n v\u00e0 th\u1eddi ti\u1ebft, gi\u00fap gi\u1ea3m 30% s\u1ed1 ca t\u1eed vong.<\/li>\r\n \t<li aria-level=\"1\">Gi\u1ea3m kho\u1ea3ng c\u00e1ch y t\u1ebf gi\u1eefa th\u00e0nh th\u1ecb v\u00e0 n\u00f4ng th\u00f4n: C\u00e1c thi\u1ebft b\u1ecb AI c\u1ea7m tay nh\u01b0 m\u00e1y si\u00eau \u00e2m di \u0111\u1ed9ng c\u00f3 gi\u00e1 th\u00e0nh r\u1ebb h\u01a1n, d\u1ec5 s\u1eed d\u1ee5ng h\u01a1n, mang \u0111\u1ebfn d\u1ecbch v\u1ee5 ch\u1ea5t l\u01b0\u1ee3ng cao cho nh\u1eefng khu v\u1ef1c kh\u00f3 ti\u1ebfp c\u1eadn.<\/li>\r\n<\/ul>\r\n<h2 style=\"text-align: justify;\">5. Nh\u1eefng th\u00e1ch th\u1ee9c ph\u1ea3i \u0111\u1ed1i m\u1eb7t khi \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf<\/h2>\r\n<h3 style=\"text-align: justify;\">5.1 V\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u quy\u1ec1n ri\u00eang t\u01b0 b\u1ec7nh nh\u00e2n<\/h3>\r\n<p style=\"text-align: justify;\">Vi\u1ec7c x\u1eed l\u00fd l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u y t\u1ebf nh\u1ea1y c\u1ea3m, bao g\u1ed3m th\u00f4ng tin c\u00e1 nh\u00e2n, l\u1ecbch s\u1eed b\u1ec7nh \u00e1n, k\u1ebft qu\u1ea3 ch\u1ea9n \u0111o\u00e1n, khi\u1ebfn h\u1ec7 th\u1ed1ng AI tr\u1edf th\u00e0nh m\u1ee5c ti\u00eau c\u1ee7a tin t\u1eb7c v\u00e0 c\u00e1c cu\u1ed9c t\u1ea5n c\u00f4ng m\u1ea1ng. \u0110\u00e2y l\u00e0 m\u1ed9t trong nh\u1eefng m\u1ed1i lo ng\u1ea1i l\u1edbn nh\u1ea5t khi \u1ee9ng d\u1ee5ng AI v\u00e0o ng\u00e0nh y t\u1ebf. C\u00e1c quy \u0111\u1ecbnh nh\u01b0 GDPR (Ch\u00e2u \u00c2u) v\u00e0 HIPAA (M\u1ef9) y\u00eau c\u1ea7u b\u1ea3o m\u1eadt d\u1eef li\u1ec7u y t\u1ebf nghi\u00eam ng\u1eb7t, nh\u01b0ng kh\u00f4ng ph\u1ea3i m\u1ecdi qu\u1ed1c gia \u0111\u1ec1u c\u00f3 khung ph\u00e1p l\u00fd \u0111\u1ee7 m\u1ea1nh \u0111\u1ec3 b\u1ea3o v\u1ec7 quy\u1ec1n ri\u00eang t\u01b0 c\u1ee7a b\u1ec7nh nh\u00e2n.<\/p>\r\n<p style=\"text-align: justify;\">Theo b\u00e1o c\u00e1o t\u1eeb IBM Security (2023), ng\u00e0nh y t\u1ebf l\u00e0 m\u1ee5c ti\u00eau h\u00e0ng \u0111\u1ea7u c\u1ee7a c\u00e1c v\u1ee5 t\u1ea5n c\u00f4ng m\u1ea1ng, v\u1edbi chi ph\u00ed trung b\u00ecnh cho m\u1ed7i v\u1ee5 vi ph\u1ea1m d\u1eef li\u1ec7u l\u00ean t\u1edbi 10 tri\u1ec7u USD. Vi\u1ec7c r\u00f2 r\u1ec9 d\u1eef li\u1ec7u kh\u00f4ng ch\u1ec9 g\u00e2y thi\u1ec7t h\u1ea1i t\u00e0i ch\u00ednh m\u00e0 c\u00f2n l\u00e0m m\u1ea5t l\u00f2ng tin c\u1ee7a b\u1ec7nh nh\u00e2n v\u00e0 t\u1ed5 ch\u1ee9c y t\u1ebf.<\/p>\r\n<p style=\"text-align: justify;\">Gi\u1ea3i ph\u00e1p hi\u1ec7n t\u1ea1i:<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">M\u00e3 h\u00f3a d\u1eef li\u1ec7u: C\u00e1c h\u1ec7 th\u1ed1ng AI c\u1ea7n s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u00e3 h\u00f3a ti\u00ean ti\u1ebfn \u0111\u1ec3 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u trong qu\u00e1 tr\u00ecnh l\u01b0u tr\u1eef, truy\u1ec1n t\u1ea3i.<\/li>\r\n \t<li aria-level=\"1\">Blockchain: K\u1ebft h\u1ee3p blockchain \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00ednh minh b\u1ea1ch v\u00e0 b\u1ea3o m\u1eadt th\u00f4ng tin y t\u1ebf, ng\u0103n ch\u1eb7n nguy c\u01a1 ch\u1ec9nh s\u1eeda ho\u1eb7c x\u00f3a d\u1eef li\u1ec7u tr\u00e1i ph\u00e9p.<\/li>\r\n \t<li aria-level=\"1\">Qu\u1ea3n l\u00fd quy\u1ec1n truy c\u1eadp: \u1ee8ng d\u1ee5ng AI \u0111\u1ec3 gi\u00e1m s\u00e1t v\u00e0 h\u1ea1n ch\u1ebf quy\u1ec1n truy c\u1eadp d\u1eef li\u1ec7u, \u0111\u1ea3m b\u1ea3o ch\u1ec9 nh\u1eefng ng\u01b0\u1eddi \u0111\u01b0\u1ee3c \u1ee7y quy\u1ec1n m\u1edbi c\u00f3 th\u1ec3 truy c\u1eadp th\u00f4ng tin nh\u1ea1y c\u1ea3m.<\/li>\r\n<\/ul>\r\n<h3 style=\"text-align: justify;\">5.2 \u0110\u1ed9 tin c\u1eady v\u00e0 tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd c\u1ee7a AI<\/h3>\r\n<p style=\"text-align: justify;\">AI, d\u00f9 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u1edbi l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1edbn, kh\u00f4ng th\u1ec3 tr\u00e1nh kh\u1ecfi sai s\u00f3t. Nh\u1eefng l\u1ed7i nh\u1ecf trong thu\u1eadt to\u00e1n ho\u1eb7c d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7 c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn nh\u1eefng h\u1eadu qu\u1ea3 nghi\u00eam tr\u1ecdng trong vi\u1ec7c ch\u1ea9n \u0111o\u00e1n, \u0111i\u1ec1u tr\u1ecb.<\/p>\r\n<p style=\"text-align: justify;\">Tr\u01b0\u1eddng h\u1ee3p AI \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh sai l\u1ea7m: AI kh\u00f4ng th\u1ec3 thay th\u1ebf ho\u00e0n to\u00e0n b\u00e1c s\u0129, v\u00ec nh\u1eefng quy\u1ebft \u0111\u1ecbnh c\u1ee7a AI d\u1ef1a v\u00e0o d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o, thu\u1eadt to\u00e1n, c\u00f3 th\u1ec3 b\u1ecf s\u00f3t nh\u1eefng y\u1ebfu t\u1ed1 kh\u00f4ng \u0111\u1ecbnh l\u01b0\u1ee3ng \u0111\u01b0\u1ee3c nh\u01b0 b\u1ed1i c\u1ea3nh y t\u1ebf ho\u1eb7c kinh nghi\u1ec7m l\u00e2m s\u00e0ng. M\u1ed9t h\u1ec7 th\u1ed1ng AI t\u1ea1i Anh \u0111\u00e3 t\u1eebng ch\u1ea9n \u0111o\u00e1n nh\u1ea7m m\u1ed9t b\u1ec7nh nh\u00e2n kh\u00f4ng b\u1ecb ung th\u01b0, d\u1eabn \u0111\u1ebfn vi\u1ec7c b\u1ecf l\u1ee1 c\u01a1 h\u1ed9i \u0111i\u1ec1u tr\u1ecb k\u1ecbp th\u1eddi.<\/p>\r\n<p style=\"text-align: justify;\">Tr\u00e1ch nhi\u1ec7m ph\u00e1p l\u00fd: C\u00e2u h\u1ecfi kh\u00f3 \u0111\u01b0\u1ee3c \u0111\u1eb7t ra l\u00e0 khi AI m\u1eafc sai l\u1ea7m, ai s\u1ebd ch\u1ecbu tr\u00e1ch nhi\u1ec7m? Nh\u00e0 cung c\u1ea5p c\u00f4ng ngh\u1ec7 AI, b\u1ec7nh vi\u1ec7n, hay b\u00e1c s\u0129 s\u1eed d\u1ee5ng AI? C\u00e1c quy \u0111\u1ecbnh ph\u00e1p l\u00fd hi\u1ec7n nay ch\u01b0a r\u00f5 r\u00e0ng, t\u1ea1o ra th\u00e1ch th\u1ee9c l\u1edbn khi t\u00edch h\u1ee3p AI v\u00e0o quy tr\u00ecnh y t\u1ebf.<\/p>\r\n<p style=\"text-align: justify;\">Gi\u1ea3i ph\u00e1p:<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">Vai tr\u00f2 c\u1ee7a b\u00e1c s\u0129: AI ch\u1ec9 n\u00ean \u0111\u00f3ng vai tr\u00f2 l\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3, b\u00e1c s\u0129 c\u1ea7n ki\u1ec3m tra, ch\u1ecbu tr\u00e1ch nhi\u1ec7m cu\u1ed1i c\u00f9ng trong quy\u1ebft \u0111\u1ecbnh y t\u1ebf.<\/li>\r\n \t<li aria-level=\"1\">Th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng: T\u0103ng c\u01b0\u1eddng ki\u1ec3m tra v\u00e0 th\u1eed nghi\u1ec7m AI trong m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf tr\u01b0\u1edbc khi \u00e1p d\u1ee5ng r\u1ed9ng r\u00e3i.<\/li>\r\n<\/ul>\r\n<h3 style=\"text-align: justify;\">5.3 Chi ph\u00ed tri\u1ec3n khai c\u00f4ng ngh\u1ec7 AI<\/h3>\r\n<p style=\"text-align: justify;\">\u0110\u1ec3 \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf \u0111\u00f2i h\u1ecfi s\u1ef1 \u0111\u1ea7u t\u01b0 l\u1edbn v\u00e0o h\u1ea1 t\u1ea7ng c\u00f4ng ngh\u1ec7, ph\u1ea7n m\u1ec1m, \u0111\u00e0o t\u1ea1o ngu\u1ed3n nh\u00e2n l\u1ef1c, \u0111i\u1ec1u n\u00e0y tr\u1edf th\u00e0nh th\u00e1ch th\u1ee9c \u0111\u1eb7c bi\u1ec7t \u0111\u1ed1i v\u1edbi c\u00e1c c\u01a1 s\u1edf y t\u1ebf nh\u1ecf v\u00e0 v\u1eeba.<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">Kh\u00f3 kh\u0103n v\u1ec1 chi ph\u00ed: M\u1ed9t h\u1ec7 th\u1ed1ng AI trong y t\u1ebf c\u00f3 th\u1ec3 ti\u00eau t\u1ed1n h\u00e0ng tri\u1ec7u USD cho vi\u1ec7c c\u00e0i \u0111\u1eb7t, duy tr\u00ec v\u00e0 c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean. Ngo\u00e0i chi ph\u00ed ph\u1ea7n c\u1ee9ng v\u00e0 ph\u1ea7n m\u1ec1m, vi\u1ec7c \u0111\u00e0o t\u1ea1o \u0111\u1ed9i ng\u0169 nh\u00e2n vi\u00ean y t\u1ebf s\u1eed d\u1ee5ng AI c\u0169ng l\u00e0 m\u1ed9t g\u00e1nh n\u1eb7ng t\u00e0i ch\u00ednh.<\/li>\r\n \t<li aria-level=\"1\">T\u00e1c \u0111\u1ed9ng \u0111\u1ebfn c\u01a1 s\u1edf nh\u1ecf: C\u00e1c b\u1ec7nh vi\u1ec7n nh\u1ecf ho\u1eb7c c\u01a1 s\u1edf y t\u1ebf \u1edf v\u00f9ng s\u00e2u, v\u00f9ng xa th\u01b0\u1eddng kh\u00f4ng \u0111\u1ee7 ng\u00e2n s\u00e1ch \u0111\u1ec3 tri\u1ec3n khai AI, d\u1eabn \u0111\u1ebfn b\u1ea5t b\u00ecnh \u0111\u1eb3ng trong vi\u1ec7c ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7.<\/li>\r\n<\/ul>\r\n<p style=\"text-align: justify;\">Gi\u1ea3i ph\u00e1p:<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">H\u1ed7 tr\u1ee3 t\u00e0i ch\u00ednh: Ch\u00ednh ph\u1ee7 v\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c qu\u1ed1c t\u1ebf c\u1ea7n \u0111\u01b0a ra nh\u1eefng ch\u01b0\u01a1ng tr\u00ecnh t\u00e0i tr\u1ee3, vay v\u1ed1n \u01b0u \u0111\u00e3i cho c\u00e1c c\u01a1 s\u1edf y t\u1ebf mu\u1ed1n tri\u1ec3n khai AI.<\/li>\r\n \t<li aria-level=\"1\">H\u1ee3p t\u00e1c c\u00f4ng-t\u01b0: H\u1ee3p t\u00e1c v\u1edbi nh\u1eefng c\u00f4ng ty c\u00f4ng ngh\u1ec7 \u0111\u1ec3 cung c\u1ea5p gi\u1ea3i ph\u00e1p AI d\u1ef1a tr\u00ean thu\u00ea bao ho\u1eb7c chi ph\u00ed th\u1ea5p h\u01a1n cho c\u00e1c t\u1ed5 ch\u1ee9c y t\u1ebf nh\u1ecf.<\/li>\r\n<\/ul>\r\n<h3 style=\"text-align: justify;\">5.4 Thi\u1ebfu h\u1ee5t chuy\u00ean gia trong l\u0129nh v\u1ef1c AI y t\u1ebf<\/h3>\r\n<p style=\"text-align: justify;\">S\u1ef1 ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng c\u1ee7a AI trong y t\u1ebf \u0111\u00f2i h\u1ecfi ngu\u1ed3n nh\u00e2n l\u1ef1c c\u00f3 tr\u00ecnh \u0111\u1ed9 cao trong c\u1ea3 hai l\u0129nh v\u1ef1c y t\u1ebf v\u00e0 c\u00f4ng ngh\u1ec7, nh\u01b0ng kho\u1ea3ng c\u00e1ch gi\u1eefa nhu c\u1ea7u th\u1ef1c t\u1ebf hi\u1ec7n t\u1ea1i v\u1eabn c\u00f2n r\u1ea5t l\u1edbn.<\/p>\r\n<p style=\"text-align: justify;\">Theo b\u00e1o c\u00e1o c\u1ee7a WHO (2023), ng\u00e0nh y t\u1ebf to\u00e0n c\u1ea7u thi\u1ebfu h\u01a1n 6 tri\u1ec7u chuy\u00ean gia c\u00f4ng ngh\u1ec7 y t\u1ebf, trong \u0111\u00f3 bao g\u1ed3m c\u1ea3 chuy\u00ean gia v\u1ec1 AI. Nhi\u1ec1u b\u00e1c s\u0129 v\u00e0 nh\u00e2n vi\u00ean y t\u1ebf kh\u00f4ng \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o \u0111\u1ee7 \u0111\u1ec3 s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 AI ph\u1ee9c t\u1ea1p, d\u1eabn \u0111\u1ebfn vi\u1ec7c khai th\u00e1c ch\u01b0a hi\u1ec7u qu\u1ea3 c\u00f4ng ngh\u1ec7 n\u00e0y.<\/p>\r\n<p style=\"text-align: justify;\">Nguy\u00ean nh\u00e2n c\u00f3 th\u1ec3 l\u00e0 do ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o v\u1ec1 AI trong y t\u1ebf v\u1eabn c\u00f2n h\u1ea1n ch\u1ebf v\u00e0 kh\u00f4ng \u0111\u00e1p \u1ee9ng \u0111\u1ee7 nhu c\u1ea7u. S\u1ef1 kh\u00e1c bi\u1ec7t trong chuy\u00ean m\u00f4n y t\u1ebf v\u00e0 c\u00f4ng ngh\u1ec7 khi\u1ebfn vi\u1ec7c ph\u00e1t tri\u1ec3n nh\u00e2n s\u1ef1 \u0111a ng\u00e0nh tr\u1edf n\u00ean kh\u00f3 kh\u0103n.<\/p>\r\n<p style=\"text-align: justify;\">Gi\u1ea3i ph\u00e1p:<\/p>\r\n\r\n<ul style=\"text-align: justify;\">\r\n \t<li aria-level=\"1\">\u0110\u00e0o t\u1ea1o chuy\u00ean s\u00e2u: \u0110\u1ea9y m\u1ea1nh ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o, h\u1ed9i th\u1ea3o k\u1ebft h\u1ee3p gi\u1eefa c\u00f4ng ngh\u1ec7 v\u00e0 y t\u1ebf.<\/li>\r\n \t<li aria-level=\"1\">H\u1ee3p t\u00e1c v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c gi\u00e1o d\u1ee5c: C\u00e1c b\u1ec7nh vi\u1ec7n v\u00e0 doanh nghi\u1ec7p c\u00f4ng ngh\u1ec7 n\u00ean h\u1ee3p t\u00e1c v\u1edbi tr\u01b0\u1eddng \u0111\u1ea1i h\u1ecdc \u0111\u1ec3 \u0111\u00e0o t\u1ea1o ngu\u1ed3n nh\u00e2n l\u1ef1c AI y t\u1ebf ch\u1ea5t l\u01b0\u1ee3ng cao.<\/li>\r\n \t<li aria-level=\"1\">\u1ee8ng d\u1ee5ng AI \u0111\u01a1n gi\u1ea3n h\u00f3a: Ph\u00e1t tri\u1ec3n c\u00e1c c\u00f4ng c\u1ee5 AI d\u1ec5 s\u1eed d\u1ee5ng h\u01a1n, gi\u00fap nh\u00e2n vi\u00ean y t\u1ebf ti\u1ebfp c\u1eadn nhanh ch\u00f3ng m\u00e0 kh\u00f4ng c\u1ea7n ki\u1ebfn th\u1ee9c chuy\u00ean s\u00e2u.<\/li>\r\n<\/ul>\r\n<p style=\"text-align: justify;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111ang m\u1edf ra m\u1ed9t ch\u01b0\u01a1ng m\u1edbi \u0111\u1ea7y tri\u1ec3n v\u1ecdng trong ng\u00e0nh y t\u1ebf, mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch to l\u1edbn cho t\u1ed5 ch\u1ee9c v\u00e0 doanh nghi\u1ec7p. Tuy nhi\u00ean, \u0111\u1ec3 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a ti\u1ec1m n\u0103ng c\u1ee7a <em>AI trong y t\u1ebf<\/em>, c\u1ea7n ph\u1ea3i v\u01b0\u1ee3t qua th\u00e1ch th\u1ee9c v\u1ec1 b\u1ea3o m\u1eadt, chi ph\u00ed, ngu\u1ed3n nh\u00e2n l\u1ef1c.<\/p>\r\n<p style=\"text-align: justify;\">C\u00e1c t\u1ed5 ch\u1ee9c y t\u1ebf v\u00e0 doanh nghi\u1ec7p c\u1ea7n nhanh ch\u00f3ng b\u1eaft tay v\u00e0o vi\u1ec7c nghi\u00ean c\u1ee9u, tri\u1ec3n khai <strong>tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf<\/strong>\u00a0kh\u00f4ng ch\u1ec9 \u0111\u1ec3 n\u00e2ng cao hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh m\u00e0 c\u00f2n c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe cho c\u1ed9ng \u0111\u1ed3ng. H\u00e3y l\u00e0 ng\u01b0\u1eddi ti\u00ean phong trong vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI \u0111\u1ec3 t\u1ea1o ra nh\u1eefng thay \u0111\u1ed5i t\u00edch c\u1ef1c cho t\u01b0\u01a1ng lai c\u1ee7a ng\u00e0nh y t\u1ebf!<\/p>\r\n\t\t<div data-elementor-type=\"page\" data-elementor-id=\"42855\" class=\"elementor elementor-42855\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t<div class=\"elementor-element elementor-element-27ebb3b e-flex e-con-boxed e-con e-parent\" data-id=\"27ebb3b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-afbe822 elementor-widget elementor-widget-text-editor\" data-id=\"afbe822\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<blockquote><p style=\"text-align: justify;\"><span style=\"color: #ec5e20; font-size: 12pt;\"><strong>B\u1ea1n c\u00f3 bi\u1ebft doanh nghi\u1ec7p \u0111ang t\u1ed1n r\u1ea5t nhi\u1ec1u ti\u1ec1n \u0111\u1ec3 tr\u1ea3 cho nh\u00e2n vi\u00ean t\u00ecm ki\u1ebfm th\u00f4ng tin?<\/strong><\/span><\/p><ul style=\"text-align: justify;\"><li><em><span style=\"color: #ec5e20;\"><strong>1,8 gi\u1edd m\u1ed7i ng\u00e0y<\/strong><\/span><\/em> nh\u00e2n vi\u00ean d\u00e0nh ra \u0111\u1ec3 t\u00ecm ki\u1ebfm v\u00e0 thu th\u1eadp th\u00f4ng tin, t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi 9,3 gi\u1edd m\u1ed7i tu\u1ea7n<\/li><li>Doanh nghi\u1ec7p m\u1ea5t <em><span style=\"color: #ec5e20;\"><strong>500 gi\u1edd m\u1ed7i n\u0103m<\/strong><\/span><\/em> \u0111\u1ec3 nh\u00e2n vi\u00ean th\u1ef1c hi\u1ec7n t\u00ecm ki\u1ebfm th\u00f4ng tin ph\u1ee5c v\u1ee5 cho c\u00f4ng vi\u1ec7c<\/li><li><em><span style=\"color: #ec5e20;\"><strong>63% l\u00e3nh \u0111\u1ea1o<\/strong><\/span><\/em> cho bi\u1ebft vi\u1ec7c chia s\u1ebb tri th\u1ee9c v\u00e0 th\u00f4ng tin n\u1ed9i b\u1ed9 g\u1eb7p kh\u00f3 kh\u0103n, l\u00e0m gi\u1ea3m n\u0103ng su\u1ea5t doanh nghi\u1ec7p<\/li><\/ul><p style=\"text-align: justify;\"><span style=\"font-size: 12pt;\"><strong><a href=\"https:\/\/lacviet.vn\/lv-chatbot-ai-assistant\/?utm_source=blog-AI&amp;utm_medium=anchortext-sp\" target=\"_blank\" rel=\"nofollow noopener\">L\u1ea1c Vi\u1ec7t Chatbot AI assistant<\/a> &#8211; Gi\u1ea3i ph\u00f3ng nh\u00e2n s\u1ef1 \u0111\u1ec3 t\u1eadp trung v\u00e0o c\u00f4ng vi\u1ec7c s\u00e1ng t\u1ea1o<\/strong><\/span><\/p><ul style=\"text-align: justify;\"><li>Tr\u1ee3 l\u00fd a\u0309o quy tr\u00ecnh &#8211; k\u00fd duy\u1ec7t LV Chatbot AI for Workflow: Truy xu\u1ea5t th\u00f4ng tin nhanh ch\u00f3ng, t\u00f3m t\u1eaft n\u1ed9i dung, r\u00e0 so\u00e1t l\u1ed7i ngay tr\u00ean file tr\u00ecnh k\u00fd<\/li><li>Tr\u1ee3 l\u00fd a\u0309o k\u1ebf to\u00e1n LV Chatbot AI assistant for Finance: Lo\u1ea1i b\u1ecf nh\u1eadp li\u1ec7u th\u1ee7 c\u00f4ng, \u0111\u01b0a d\u01b0\u0303 li\u00ea\u0323u \u0111\u1ea7u v\u00e0o ch\u00ednh x\u00e1c, t\u1ef1 \u0111\u1ed9ng nh\u1eafc ha\u0323n C\u00d4NG N\u01a0\u0323 &#8211; THANH TOA\u0301N, d\u1ef1 \u0111o\u00e1n d\u00f2ng ti\u1ec1n, c\u1ea3nh b\u00e1o r\u1ee7i ro t\u00e0i ch\u00ednh<\/li><li>Tr\u1ee3 l\u00fd a\u0309o ch\u0103m s\u00f3c kh\u00e1ch h\u00e0ng LV CareBot AI assistant: T\u00edch h\u1ee3p Chat tr\u00ean \u0111a n\u1ec1n t\u1ea3ng, ph\u1ea3n h\u1ed3i y\u00eau c\u1ea7u kh\u00e1ch h\u00e0ng nhanh ch\u00f3ng, t\u01b0 v\u1ea5n linh ho\u1ea1t, kh\u00f4ng b\u1ecb g\u00f2 b\u00f3 b\u1edfi k\u1ecbch b\u1ea3n c\u1ed1 \u0111\u1ecbnh<\/li><li>Tr\u1ee3 l\u00fd a\u0309o nh\u00e2n s\u1ef1 LV Chatbot AI for HXM: Ti\u1ebft ki\u1ec7m 70% th\u1eddi gian cho HR v\u00e0 ban l\u00e3nh \u0111\u1ea1o, tr\u00edch xu\u1ea5t to\u00e0n b\u1ed9 d\u1eef li\u1ec7u \u1ee9ng vi\u00ean b\u1ea5t k\u1ef3 d\u1ea1ng file, Ho\u0309i \u0111a\u0301p t\u01b0\u0323 \u0111\u00f4\u0323ng chi\u0301nh sa\u0301ch phu\u0301c l\u1ee3i, n\u00f4\u0323i quy, quy ch\u00ea\u0301 24\/7, th\u1ed1ng k\u00ea nh\u00e2n s\u1ef1, ngu\u1ed3n l\u1ef1c doanh nghi\u1ec7p trong v\u00e0i gi\u00e2y.<\/li><\/ul><p style=\"text-align: justify;\"><a href=\"https:\/\/lacviet.vn\/lv-chatbot-ai-assistant\/?utm_source=blog-AI&amp;utm_medium=banner\" target=\"_blank\" rel=\"nofollow noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-42619\" src=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/07\/lv-chatbot-ai-assistant.png\" alt=\"L\u1ea1c Vi\u1ec7t chatbot AI Assistant\" width=\"900\" height=\"600\" srcset=\"https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/07\/lv-chatbot-ai-assistant.png 900w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/07\/lv-chatbot-ai-assistant-768x512.png 768w, https:\/\/lacviet.vn\/wp-content\/uploads\/2024\/07\/lv-chatbot-ai-assistant-18x12.png 18w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/a><\/p><p style=\"text-align: center;\"><a href=\"https:\/\/lacviet.vn\/lv-chatbot-ai-assistant\/?utm_source=blog-AI&amp;utm_medium=xem-tinh-nang\" target=\"_blank\" rel=\"nofollow noopener\"><strong><em>XEM CHI TI\u1ebeT T\u00cdNH N\u0102NG T\u1ea0I \u0110\u00c2Y<\/em><\/strong><\/a><\/p><p><strong>TH\u00d4NG TIN LI\u00caN H\u1ec6:<\/strong><\/p><ul><li aria-level=\"1\">C\u00f4ng ty C\u1ed5 ph\u1ea7n Tin H\u1ecdc L\u1ea1c Vi\u1ec7t<\/li><li aria-level=\"1\">Hotline:\u00a0<a class=\"text-is-phone-number\" href=\"tel:0901 555 063\" data-z-element-type=\"phone-number\">0901 555 063<\/a><span class=\"text\">\u00a0|\u00a0<\/span><a href=\"tel:(+84.28) 3842 3333\">(+84.28) 3842 3333<\/a><\/li><li aria-level=\"1\">Email:\u00a0<a href=\"mailto:info@lacviet.com.vn\">info@lacviet.vn<\/a>\u00a0\u2013 Website:\u00a0<a href=\"https:\/\/lacviet.vn\/\">https:\/\/lacviet.vn<\/a><\/li><li aria-level=\"1\">Tr\u1ee5 s\u1edf ch\u00ednh: 23 Nguy\u1ec5n Th\u1ecb Hu\u1ef3nh, P. 8, Q. Ph\u00fa Nhu\u1eadn, TP. H\u1ed3 Ch\u00ed Minh<\/li><\/ul><\/blockquote>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35d07f1 elementor-widget elementor-widget-heading\" data-id=\"35d07f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">C\u00e2u h\u1ecfi li\u00ean quan<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa146bb elementor-widget elementor-widget-n-accordion\" data-id=\"fa146bb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;default_state&quot;:&quot;expanded&quot;,&quot;max_items_expended&quot;:&quot;one&quot;,&quot;n_accordion_animation_duration&quot;:{&quot;unit&quot;:&quot;ms&quot;,&quot;size&quot;:400,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-accordion\" aria-label=\"Accordion. Open links with Enter or Space, close with Escape, and navigate with Arrow Keys\">\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2620\" class=\"e-n-accordion-item\" open>\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"1\" tabindex=\"0\" aria-expanded=\"true\" aria-controls=\"e-n-accordion-item-2620\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> 1. L\u1ee3i \u00edch c\u1ee7a AI trong y t\u1ebf l\u00e0 g\u00ec? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2620\" class=\"elementor-element elementor-element-3e1205e e-con-full e-flex e-con e-child\" data-id=\"3e1205e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1faf518 elementor-widget elementor-widget-text-editor\" data-id=\"1faf518\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: justify;\">AI mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch quan tr\u1ecdng trong y t\u1ebf, gi\u00fap n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng ch\u1ea9n \u0111o\u00e1n, t\u1ed1i \u01b0u h\u00f3a \u0111i\u1ec1u tr\u1ecb, c\u1ea3i thi\u1ec7n qu\u1ea3n l\u00fd y t\u1ebf. C\u1ee5 th\u1ec3:<\/p><ul><li style=\"text-align: justify;\" aria-level=\"1\">Ch\u1ea9n \u0111o\u00e1n nhanh ch\u00ednh x\u00e1c: AI ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y khoa (MRI, CT scan) \u0111\u1ec3 ph\u00e1t hi\u1ec7n b\u1ec7nh s\u1edbm, gi\u1ea3m sai s\u00f3t trong ch\u1ea9n \u0111o\u00e1n.<\/li><li style=\"text-align: justify;\" aria-level=\"1\">H\u1ed7 tr\u1ee3 \u0111i\u1ec1u tr\u1ecb c\u00e1 nh\u00e2n h\u00f3a: Machine Learning ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1ec7nh nh\u00e2n \u0111\u1ec3 \u0111\u1ec1 xu\u1ea5t ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb ph\u00f9 h\u1ee3p.<\/li><li style=\"text-align: justify;\" aria-level=\"1\">D\u1ef1 \u0111o\u00e1n d\u1ecbch b\u1ec7nh: AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 d\u1ef1 b\u00e1o s\u1ef1 b\u00f9ng ph\u00e1t d\u1ecbch b\u1ec7nh, h\u1ed7 tr\u1ee3 ph\u00f2ng ch\u1ed1ng d\u1ecbch hi\u1ec7u qu\u1ea3.<\/li><li style=\"text-align: justify;\" aria-level=\"1\">T\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh y t\u1ebf: AI h\u1ed7 tr\u1ee3 nh\u1eadp li\u1ec7u b\u1ec7nh \u00e1n, qu\u1ea3n l\u00fd h\u1ed3 s\u01a1 y t\u1ebf \u0111i\u1ec7n t\u1eed, gi\u1ea3m t\u1ea3i c\u00f4ng vi\u1ec7c h\u00e0nh ch\u00ednh.<\/li><li style=\"text-align: justify;\" aria-level=\"1\">Ph\u00e1t tri\u1ec3n thu\u1ed1c, v\u1eafc xin: AI gi\u00fap r\u00fat ng\u1eafn th\u1eddi gian nghi\u00ean c\u1ee9u th\u1eed nghi\u1ec7m thu\u1ed1c, t\u0103ng hi\u1ec7u qu\u1ea3 \u0111i\u1ec1u tr\u1ecb.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2621\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"2\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2621\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> 2. \u01afu \u0111i\u1ec3m c\u1ee7a AI trong y t\u1ebf? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2621\" class=\"elementor-element elementor-element-7cde2b7 e-con-full e-flex e-con e-child\" data-id=\"7cde2b7\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-afc55e5 elementor-widget elementor-widget-text-editor\" data-id=\"afc55e5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"text-align: justify;\" aria-level=\"1\">Ch\u00ednh x\u00e1c cao: AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u y khoa v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng.<\/li><li style=\"text-align: justify;\" aria-level=\"1\">Ti\u1ebft ki\u1ec7m th\u1eddi gian: Gi\u1ea3m th\u1eddi gian ch\u1ea9n \u0111o\u00e1n, x\u1eed l\u00fd h\u1ed3 s\u01a1 b\u1ec7nh \u00e1n.<\/li><li style=\"text-align: justify;\" aria-level=\"1\">H\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh: Cung c\u1ea5p d\u1ef1 \u0111o\u00e1n, g\u1ee3i \u00fd \u0111i\u1ec1u tr\u1ecb d\u1ef1a tr\u00ean d\u1eef li\u1ec7u y khoa l\u1edbn.<\/li><li style=\"text-align: justify;\" aria-level=\"1\">T\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn y t\u1ebf: Chatbot y t\u1ebf, tr\u1ee3 l\u00fd \u1ea3o gi\u00fap b\u1ec7nh nh\u00e2n nh\u1eadn t\u01b0 v\u1ea5n t\u1eeb xa m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ebfn b\u1ec7nh vi\u1ec7n.<\/li><li style=\"text-align: justify;\" aria-level=\"1\">T\u1ed1i \u01b0u h\u00f3a chi ph\u00ed: Gi\u1ea3m sai s\u00f3t trong \u0111i\u1ec1u tr\u1ecb, t\u1ed1i \u01b0u ngu\u1ed3n l\u1ef1c b\u1ec7nh vi\u1ec7n, c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2622\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"3\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2622\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> 3. \u1ee8ng d\u1ee5ng AI trong l\u0129nh v\u1ef1c y t\u1ebf \u1edf Vi\u1ec7t Nam <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2622\" class=\"elementor-element elementor-element-93af01a e-con-full e-flex e-con e-child\" data-id=\"93af01a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c57fcae elementor-widget elementor-widget-text-editor\" data-id=\"c57fcae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: justify;\">AI \u0111ang \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng ng\u00e0y c\u00e0ng r\u1ed9ng r\u00e3i trong y t\u1ebf t\u1ea1i Vi\u1ec7t Nam, gi\u00fap c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng kh\u00e1m ch\u1eefa b\u1ec7nh, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 n\u00e2ng cao hi\u1ec7u su\u1ea5t \u0111i\u1ec1u tr\u1ecb. M\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng ti\u00eau bi\u1ec3u g\u1ed3m:<\/p><ul style=\"text-align: justify;\"><li aria-level=\"1\">Ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh y khoa: AI h\u1ed7 tr\u1ee3 ph\u00e2n t\u00edch \u1ea3nh ch\u1ee5p X-quang, CT, MRI \u0111\u1ec3 ph\u00e1t hi\u1ec7n s\u1edbm b\u1ec7nh l\u00fd nh\u01b0 ung th\u01b0, t\u1ed5n th\u01b0\u01a1ng n\u00e3o, tim m\u1ea1ch (\u1ee9ng d\u1ee5ng t\u1ea1i B\u1ec7nh vi\u1ec7n B\u1ea1ch Mai, Vinmec).<\/li><li aria-level=\"1\">Tr\u1ee3 l\u00fd \u1ea3o y t\u1ebf: H\u1ec7 th\u1ed1ng chatbot AI h\u1ed7 tr\u1ee3 t\u01b0 v\u1ea5n s\u1ee9c kh\u1ecfe, s\u00e0ng l\u1ecdc tri\u1ec7u ch\u1ee9ng ban \u0111\u1ea7u, gi\u00fap gi\u1ea3m t\u1ea3i cho b\u00e1c s\u0129 (v\u00ed d\u1ee5: DrAid c\u1ee7a VinBrain).<\/li><li aria-level=\"1\">H\u1ed7 tr\u1ee3 \u0111i\u1ec1u tr\u1ecb c\u00e1 nh\u00e2n h\u00f3a: AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1ec7nh nh\u00e2n \u0111\u1ec3 \u0111\u01b0a ra ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb ph\u00f9 h\u1ee3p, gi\u00fap t\u1ed1i \u01b0u hi\u1ec7u qu\u1ea3 \u0111i\u1ec1u tr\u1ecb.<\/li><li aria-level=\"1\">D\u1ef1 b\u00e1o d\u1ecbch b\u1ec7nh: AI gi\u00fap theo d\u00f5i d\u1ef1 \u0111o\u00e1n xu h\u01b0\u1edbng d\u1ecbch b\u1ec7nh nh\u01b0 COVID-19, s\u1ed1t xu\u1ea5t huy\u1ebft, h\u1ed7 tr\u1ee3 c\u01a1 quan y t\u1ebf tri\u1ec3n khai bi\u1ec7n ph\u00e1p ph\u00f2ng ch\u1ed1ng k\u1ecbp th\u1eddi.<\/li><\/ul><p style=\"text-align: justify;\">Qu\u1ea3n l\u00fd h\u1ed3 s\u01a1 y t\u1ebf \u0111i\u1ec7n t\u1eed: AI t\u1ef1 \u0111\u1ed9ng x\u1eed l\u00fd, c\u1eadp nh\u1eadt v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1ec7nh \u00e1n, gi\u00fap b\u1ec7nh vi\u1ec7n qu\u1ea3n l\u00fd th\u00f4ng tin hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t<details id=\"e-n-accordion-item-2623\" class=\"e-n-accordion-item\" >\n\t\t\t\t<summary class=\"e-n-accordion-item-title\" data-accordion-index=\"4\" tabindex=\"-1\" aria-expanded=\"false\" aria-controls=\"e-n-accordion-item-2623\" >\n\t\t\t\t\t<span class='e-n-accordion-item-title-header'><h3 class=\"e-n-accordion-item-title-text\"> 4. T\u1ea1i sao tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o l\u1ea1i quan tr\u1ecdng trong vi\u1ec7c ph\u00e1t tri\u1ec3n y t\u1ebf hi\u1ec7n \u0111\u1ea1i? <\/h3><\/span>\n\t\t\t\t\t\t\t<span class='e-n-accordion-item-title-icon'>\n\t\t\t<span class='e-opened' ><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t<span class='e-closed'><svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t<div role=\"region\" aria-labelledby=\"e-n-accordion-item-2623\" class=\"elementor-element elementor-element-5ede994 e-flex e-con-boxed e-con e-child\" data-id=\"5ede994\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-429b66d elementor-widget elementor-widget-text-editor\" data-id=\"429b66d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: justify;\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong y t\u1ebf hi\u1ec7n \u0111\u1ea1i v\u00ec gi\u00fap t\u0103ng c\u01b0\u1eddng \u0111\u1ed9 ch\u00ednh x\u00e1c, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh n\u00e2ng cao hi\u1ec7u qu\u1ea3 \u0111i\u1ec1u tr\u1ecb.<\/p><ul style=\"text-align: justify;\"><li aria-level=\"1\">N\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng ch\u1ea9n \u0111o\u00e1n: AI gi\u00fap b\u00e1c s\u0129 ph\u00e1t hi\u1ec7n b\u1ec7nh nhanh h\u01a1n, ch\u00ednh x\u00e1c h\u01a1n, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c b\u1ec7nh nan y nh\u01b0 ung th\u01b0, tim m\u1ea1ch.<\/li><li aria-level=\"1\">C\u00e1 nh\u00e2n h\u00f3a ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb: AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn \u0111\u1ec3 \u0111\u01b0a ra ph\u01b0\u01a1ng \u00e1n \u0111i\u1ec1u tr\u1ecb ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng b\u1ec7nh nh\u00e2n, t\u0103ng hi\u1ec7u qu\u1ea3, gi\u1ea3m t\u00e1c d\u1ee5ng ph\u1ee5.<\/li><li aria-level=\"1\">Ti\u1ebft ki\u1ec7m th\u1eddi gian chi ph\u00ed: AI t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh y t\u1ebf, gi\u00fap gi\u1ea3m t\u1ea3i \u00e1p l\u1ef1c cho nh\u00e2n vi\u00ean y t\u1ebf, t\u1ed1i \u01b0u h\u00f3a ngu\u1ed3n l\u1ef1c b\u1ec7nh vi\u1ec7n.<\/li><li aria-level=\"1\">H\u1ed7 tr\u1ee3 nghi\u00ean c\u1ee9u, ph\u00e1t tri\u1ec3n thu\u1ed1c: AI gi\u00fap r\u00fat ng\u1eafn th\u1eddi gian th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng, \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n thu\u1ed1c m\u1edbi.<\/li><\/ul><p style=\"text-align: justify;\">C\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn d\u1ecbch v\u1ee5 y t\u1ebf: Tr\u1ee3 l\u00fd \u1ea3o AI gi\u00fap ng\u01b0\u1eddi d\u00e2n ti\u1ebfp c\u1eadn th\u00f4ng tin y t\u1ebf nhanh ch\u00f3ng, gi\u1ea3m nhu c\u1ea7u kh\u00e1m b\u1ec7nh tr\u1ef1c ti\u1ebfp \u0111\u1ed1i v\u1edbi c\u00e1c b\u1ec7nh nh\u1eb9.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"1. L\\u1ee3i \\u00edch c\\u1ee7a AI trong y t\\u1ebf l\\u00e0 g\\u00ec?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"AI mang l\\u1ea1i nhi\\u1ec1u l\\u1ee3i \\u00edch quan tr\\u1ecdng trong y t\\u1ebf, gi\\u00fap n\\u00e2ng cao ch\\u1ea5t l\\u01b0\\u1ee3ng ch\\u1ea9n \\u0111o\\u00e1n, t\\u1ed1i \\u01b0u h\\u00f3a \\u0111i\\u1ec1u tr\\u1ecb, c\\u1ea3i thi\\u1ec7n qu\\u1ea3n l\\u00fd y t\\u1ebf. C\\u1ee5 th\\u1ec3:Ch\\u1ea9n \\u0111o\\u00e1n nhanh ch\\u00ednh x\\u00e1c: AI ph\\u00e2n t\\u00edch h\\u00ecnh \\u1ea3nh y khoa (MRI, CT scan) \\u0111\\u1ec3 ph\\u00e1t hi\\u1ec7n b\\u1ec7nh s\\u1edbm, gi\\u1ea3m sai s\\u00f3t trong ch\\u1ea9n \\u0111o\\u00e1n.H\\u1ed7 tr\\u1ee3 \\u0111i\\u1ec1u tr\\u1ecb c\\u00e1 nh\\u00e2n h\\u00f3a: Machine Learning ph\\u00e2n t\\u00edch d\\u1eef li\\u1ec7u b\\u1ec7nh nh\\u00e2n \\u0111\\u1ec3 \\u0111\\u1ec1 xu\\u1ea5t ph\\u00e1c \\u0111\\u1ed3 \\u0111i\\u1ec1u tr\\u1ecb ph\\u00f9 h\\u1ee3p.D\\u1ef1 \\u0111o\\u00e1n d\\u1ecbch b\\u1ec7nh: AI ph\\u00e2n t\\u00edch d\\u1eef li\\u1ec7u l\\u1edbn \\u0111\\u1ec3 d\\u1ef1 b\\u00e1o s\\u1ef1 b\\u00f9ng ph\\u00e1t d\\u1ecbch b\\u1ec7nh, h\\u1ed7 tr\\u1ee3 ph\\u00f2ng ch\\u1ed1ng d\\u1ecbch hi\\u1ec7u qu\\u1ea3.T\\u1ef1 \\u0111\\u1ed9ng h\\u00f3a quy tr\\u00ecnh y t\\u1ebf: AI h\\u1ed7 tr\\u1ee3 nh\\u1eadp li\\u1ec7u b\\u1ec7nh \\u00e1n, qu\\u1ea3n l\\u00fd h\\u1ed3 s\\u01a1 y t\\u1ebf \\u0111i\\u1ec7n t\\u1eed, gi\\u1ea3m t\\u1ea3i c\\u00f4ng vi\\u1ec7c h\\u00e0nh ch\\u00ednh.Ph\\u00e1t tri\\u1ec3n thu\\u1ed1c, v\\u1eafc xin: AI gi\\u00fap r\\u00fat ng\\u1eafn th\\u1eddi gian nghi\\u00ean c\\u1ee9u th\\u1eed nghi\\u1ec7m thu\\u1ed1c, t\\u0103ng hi\\u1ec7u qu\\u1ea3 \\u0111i\\u1ec1u tr\\u1ecb.\"}},{\"@type\":\"Question\",\"name\":\"2. \\u01afu \\u0111i\\u1ec3m c\\u1ee7a AI trong y t\\u1ebf?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Ch\\u00ednh x\\u00e1c cao: AI ph\\u00e2n t\\u00edch d\\u1eef li\\u1ec7u y khoa v\\u1edbi \\u0111\\u1ed9 ch\\u00ednh x\\u00e1c cao h\\u01a1n so v\\u1edbi ph\\u01b0\\u01a1ng ph\\u00e1p truy\\u1ec1n th\\u1ed1ng.Ti\\u1ebft ki\\u1ec7m th\\u1eddi gian: Gi\\u1ea3m th\\u1eddi gian ch\\u1ea9n \\u0111o\\u00e1n, x\\u1eed l\\u00fd h\\u1ed3 s\\u01a1 b\\u1ec7nh \\u00e1n.H\\u1ed7 tr\\u1ee3 ra quy\\u1ebft \\u0111\\u1ecbnh: Cung c\\u1ea5p d\\u1ef1 \\u0111o\\u00e1n, g\\u1ee3i \\u00fd \\u0111i\\u1ec1u tr\\u1ecb d\\u1ef1a tr\\u00ean d\\u1eef li\\u1ec7u y khoa l\\u1edbn.T\\u0103ng c\\u01b0\\u1eddng kh\\u1ea3 n\\u0103ng ti\\u1ebfp c\\u1eadn y t\\u1ebf: Chatbot y t\\u1ebf, tr\\u1ee3 l\\u00fd \\u1ea3o gi\\u00fap b\\u1ec7nh nh\\u00e2n nh\\u1eadn t\\u01b0 v\\u1ea5n t\\u1eeb xa m\\u00e0 kh\\u00f4ng c\\u1ea7n \\u0111\\u1ebfn b\\u1ec7nh vi\\u1ec7n.T\\u1ed1i \\u01b0u h\\u00f3a chi ph\\u00ed: Gi\\u1ea3m sai s\\u00f3t trong \\u0111i\\u1ec1u tr\\u1ecb, t\\u1ed1i \\u01b0u ngu\\u1ed3n l\\u1ef1c b\\u1ec7nh vi\\u1ec7n, c\\u1ea3i thi\\u1ec7n hi\\u1ec7u su\\u1ea5t ch\\u0103m s\\u00f3c s\\u1ee9c kh\\u1ecfe.\"}},{\"@type\":\"Question\",\"name\":\"3. \\u1ee8ng d\\u1ee5ng AI trong l\\u0129nh v\\u1ef1c y t\\u1ebf \\u1edf Vi\\u1ec7t Nam\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"AI \\u0111ang \\u0111\\u01b0\\u1ee3c \\u1ee9ng d\\u1ee5ng ng\\u00e0y c\\u00e0ng r\\u1ed9ng r\\u00e3i trong y t\\u1ebf t\\u1ea1i Vi\\u1ec7t Nam, gi\\u00fap c\\u1ea3i thi\\u1ec7n ch\\u1ea5t l\\u01b0\\u1ee3ng kh\\u00e1m ch\\u1eefa b\\u1ec7nh, t\\u1ed1i \\u01b0u h\\u00f3a quy tr\\u00ecnh v\\u00e0 n\\u00e2ng cao hi\\u1ec7u su\\u1ea5t \\u0111i\\u1ec1u tr\\u1ecb. M\\u1ed9t s\\u1ed1 \\u1ee9ng d\\u1ee5ng ti\\u00eau bi\\u1ec3u g\\u1ed3m:Ch\\u1ea9n \\u0111o\\u00e1n h\\u00ecnh \\u1ea3nh y khoa: AI h\\u1ed7 tr\\u1ee3 ph\\u00e2n t\\u00edch \\u1ea3nh ch\\u1ee5p X-quang, CT, MRI \\u0111\\u1ec3 ph\\u00e1t hi\\u1ec7n s\\u1edbm b\\u1ec7nh l\\u00fd nh\\u01b0 ung th\\u01b0, t\\u1ed5n th\\u01b0\\u01a1ng n\\u00e3o, tim m\\u1ea1ch (\\u1ee9ng d\\u1ee5ng t\\u1ea1i B\\u1ec7nh vi\\u1ec7n B\\u1ea1ch Mai, Vinmec).Tr\\u1ee3 l\\u00fd \\u1ea3o y t\\u1ebf: H\\u1ec7 th\\u1ed1ng chatbot AI h\\u1ed7 tr\\u1ee3 t\\u01b0 v\\u1ea5n s\\u1ee9c kh\\u1ecfe, s\\u00e0ng l\\u1ecdc tri\\u1ec7u ch\\u1ee9ng ban \\u0111\\u1ea7u, gi\\u00fap gi\\u1ea3m t\\u1ea3i cho b\\u00e1c s\\u0129 (v\\u00ed d\\u1ee5: DrAid c\\u1ee7a VinBrain).H\\u1ed7 tr\\u1ee3 \\u0111i\\u1ec1u tr\\u1ecb c\\u00e1 nh\\u00e2n h\\u00f3a: AI ph\\u00e2n t\\u00edch d\\u1eef li\\u1ec7u b\\u1ec7nh nh\\u00e2n \\u0111\\u1ec3 \\u0111\\u01b0a ra ph\\u00e1c \\u0111\\u1ed3 \\u0111i\\u1ec1u tr\\u1ecb ph\\u00f9 h\\u1ee3p, gi\\u00fap t\\u1ed1i \\u01b0u hi\\u1ec7u qu\\u1ea3 \\u0111i\\u1ec1u tr\\u1ecb.D\\u1ef1 b\\u00e1o d\\u1ecbch b\\u1ec7nh: AI gi\\u00fap theo d\\u00f5i d\\u1ef1 \\u0111o\\u00e1n xu h\\u01b0\\u1edbng d\\u1ecbch b\\u1ec7nh nh\\u01b0 COVID-19, s\\u1ed1t xu\\u1ea5t huy\\u1ebft, h\\u1ed7 tr\\u1ee3 c\\u01a1 quan y t\\u1ebf tri\\u1ec3n khai bi\\u1ec7n ph\\u00e1p ph\\u00f2ng ch\\u1ed1ng k\\u1ecbp th\\u1eddi.Qu\\u1ea3n l\\u00fd h\\u1ed3 s\\u01a1 y t\\u1ebf \\u0111i\\u1ec7n t\\u1eed: AI t\\u1ef1 \\u0111\\u1ed9ng x\\u1eed l\\u00fd, c\\u1eadp nh\\u1eadt v\\u00e0 ph\\u00e2n t\\u00edch d\\u1eef li\\u1ec7u b\\u1ec7nh \\u00e1n, gi\\u00fap b\\u1ec7nh vi\\u1ec7n qu\\u1ea3n l\\u00fd th\\u00f4ng tin hi\\u1ec7u qu\\u1ea3 h\\u01a1n.\"}},{\"@type\":\"Question\",\"name\":\"4. T\\u1ea1i sao tr\\u00ed tu\\u1ec7 nh\\u00e2n t\\u1ea1o l\\u1ea1i quan tr\\u1ecdng trong vi\\u1ec7c ph\\u00e1t tri\\u1ec3n y t\\u1ebf hi\\u1ec7n \\u0111\\u1ea1i?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Tr\\u00ed tu\\u1ec7 nh\\u00e2n t\\u1ea1o \\u0111\\u00f3ng vai tr\\u00f2 quan tr\\u1ecdng trong y t\\u1ebf hi\\u1ec7n \\u0111\\u1ea1i v\\u00ec gi\\u00fap t\\u0103ng c\\u01b0\\u1eddng \\u0111\\u1ed9 ch\\u00ednh x\\u00e1c, t\\u1ed1i \\u01b0u h\\u00f3a quy tr\\u00ecnh n\\u00e2ng cao hi\\u1ec7u qu\\u1ea3 \\u0111i\\u1ec1u tr\\u1ecb.N\\u00e2ng cao ch\\u1ea5t l\\u01b0\\u1ee3ng ch\\u1ea9n \\u0111o\\u00e1n: AI gi\\u00fap b\\u00e1c s\\u0129 ph\\u00e1t hi\\u1ec7n b\\u1ec7nh nhanh h\\u01a1n, ch\\u00ednh x\\u00e1c h\\u01a1n, \\u0111\\u1eb7c bi\\u1ec7t trong c\\u00e1c b\\u1ec7nh nan y nh\\u01b0 ung th\\u01b0, tim m\\u1ea1ch.C\\u00e1 nh\\u00e2n h\\u00f3a ph\\u00e1c \\u0111\\u1ed3 \\u0111i\\u1ec1u tr\\u1ecb: AI ph\\u00e2n t\\u00edch d\\u1eef li\\u1ec7u l\\u1edbn \\u0111\\u1ec3 \\u0111\\u01b0a ra ph\\u01b0\\u01a1ng \\u00e1n \\u0111i\\u1ec1u tr\\u1ecb ph\\u00f9 h\\u1ee3p v\\u1edbi t\\u1eebng b\\u1ec7nh nh\\u00e2n, t\\u0103ng hi\\u1ec7u qu\\u1ea3, gi\\u1ea3m t\\u00e1c d\\u1ee5ng ph\\u1ee5.Ti\\u1ebft ki\\u1ec7m th\\u1eddi gian chi ph\\u00ed: AI t\\u1ef1 \\u0111\\u1ed9ng h\\u00f3a quy tr\\u00ecnh y t\\u1ebf, gi\\u00fap gi\\u1ea3m t\\u1ea3i \\u00e1p l\\u1ef1c cho nh\\u00e2n vi\\u00ean y t\\u1ebf, t\\u1ed1i \\u01b0u h\\u00f3a ngu\\u1ed3n l\\u1ef1c b\\u1ec7nh vi\\u1ec7n.H\\u1ed7 tr\\u1ee3 nghi\\u00ean c\\u1ee9u, ph\\u00e1t tri\\u1ec3n thu\\u1ed1c: AI gi\\u00fap r\\u00fat ng\\u1eafn th\\u1eddi gian th\\u1eed nghi\\u1ec7m l\\u00e2m s\\u00e0ng, \\u0111\\u1ea9y nhanh qu\\u00e1 tr\\u00ecnh ph\\u00e1t tri\\u1ec3n thu\\u1ed1c m\\u1edbi.C\\u1ea3i thi\\u1ec7n kh\\u1ea3 n\\u0103ng ti\\u1ebfp c\\u1eadn d\\u1ecbch v\\u1ee5 y t\\u1ebf: Tr\\u1ee3 l\\u00fd \\u1ea3o AI gi\\u00fap ng\\u01b0\\u1eddi d\\u00e2n ti\\u1ebfp c\\u1eadn th\\u00f4ng tin y t\\u1ebf nhanh ch\\u00f3ng, gi\\u1ea3m nhu c\\u1ea7u kh\\u00e1m b\\u1ec7nh tr\\u1ef1c ti\\u1ebfp \\u0111\\u1ed1i v\\u1edbi c\\u00e1c b\\u1ec7nh nh\\u1eb9.\"}}]}<\/script>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u00e3 v\u00e0 \u0111ang t\u1ea1o n\u00ean nh\u1eefng b\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc trong nhi\u1ec1u l\u0129nh v\u1ef1c, trong \u0111\u00f3, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong y t\u1ebf \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t trong nh\u1eefng \u1ee9ng d\u1ee5ng \u0111\u1ea7y tri\u1ec3n v\u1ecdng nh\u1ea5t. M\u1ed9t nghi\u00ean c\u1ee9u t\u1eeb T\u1ea1p ch\u00ed The Lancet Digital Health cho th\u1ea5y, AI c\u00f3 th\u1ec3 [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":41445,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[44,99],"tags":[72],"class_list":["post-41442","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-cong-nghe","category-du-lieu-va-ai","tag-ung-dung-ai"],"_links":{"self":[{"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/posts\/41442","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/comments?post=41442"}],"version-history":[{"count":20,"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/posts\/41442\/revisions"}],"predecessor-version":[{"id":46953,"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/posts\/41442\/revisions\/46953"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/media\/41445"}],"wp:attachment":[{"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/media?parent=41442"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/categories?post=41442"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lacviet.vn\/en\/wp-json\/wp\/v2\/tags?post=41442"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}