{"id":6331,"date":"2020-08-05T07:52:09","date_gmt":"2020-08-05T07:52:09","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=6331"},"modified":"2020-08-05T08:08:43","modified_gmt":"2020-08-05T08:08:43","slug":"3-cach-tri-tue-nhan-tao-se-thay-doi-linh-vuc-y-te-va-cham-soc-suc-khoe","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/3-cach-tri-tue-nhan-tao-se-thay-doi-linh-vuc-y-te-va-cham-soc-suc-khoe-p6331\/","title":{"rendered":"3 c\u00e1ch tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd thay \u0111\u1ed5i l\u0129nh v\u1ef1c y t\u1ebf v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Kh\u00f4ng kh\u00f3 nh\u1eadn ra r\u1eb1ng chi ph\u00ed y t\u1ebf v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe hi\u1ec7n nay \u0111\u00e3 t\u0103ng nhanh h\u01a1n l\u1ea1m ph\u00e1t trong nhi\u1ec1u th\u1eadp k\u1ef7.\u00a0M\u1ed9t s\u1ed1 chuy\u00ean gia \u01b0\u1edbc t\u00ednh r\u1eb1ng ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe s\u1ebd chi\u1ebfm h\u01a1n\u00a0\u00a020% GDP c\u1ee7a M\u1ef9 v\u00e0o n\u0103m 2025.\u00a0Trong khi \u0111\u00f3, c\u00e1c b\u00e1c s\u0129 \u0111ang l\u00e0m vi\u1ec7c ch\u0103m ch\u1ec9 h\u01a1n bao gi\u1edd h\u1ebft \u0111\u1ec3 \u0111i\u1ec1u tr\u1ecb cho b\u1ec7nh nh\u00e2n khi t\u00ecnh tr\u1ea1ng thi\u1ebfu b\u00e1c s\u0129 \u1edf M\u1ef9 ti\u1ebfp t\u1ee5c gia t\u0103ng.\u00a0Nhi\u1ec1u chuy\u00ean gia y t\u1ebf c\u00f3 l\u1ecbch tr\u00ecnh c\u1ee7a h\u1ecd \u0111\u01b0\u1ee3c l\u1eadp ra m\u1ed9t c\u00e1ch ch\u1eb7t ch\u1ebd \u0111\u1ebfn n\u1ed7i ph\u1ea7n l\u1edbn y\u1ebfu t\u1ed1 &#8220;con ng\u01b0\u1eddi&#8221; th\u00fac \u0111\u1ea9y vi\u1ec7c theo \u0111u\u1ed5i y h\u1ecdc c\u1ee7a h\u1ecd ngay t\u1eeb \u0111\u1ea7u \u0111\u00e3 b\u1ecb gi\u1ea3m s\u00fat.<\/p>\n<p>Trong l\u0129nh v\u1ef1c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI) c\u00f3 v\u1ebb nh\u01b0 l\u00e0 m\u1ed9t s\u1ef1 \u0111e d\u1ecda.\u00a0Trong b\u1eefa ti\u1ec7c sinh nh\u1eadt c\u1ee7a m\u1ed9t ng\u01b0\u1eddi b\u1ea1n ph\u1ee5 tr\u00e1ch c\u00f4ng vi\u1ec7c ch\u1ee5p X-quang trong b\u1ec7nh vi\u1ec7n, c\u00f4 nh\u1eb9 nh\u00e0ng b\u00e0y t\u1ecf r\u1eb1ng c\u00f4 c\u1ea3m th\u1ea5y c\u00f4ng vi\u1ec7c c\u1ee7a m\u00ecnh s\u1ebd b\u1ecb \u0111e d\u1ecda b\u1edfi AI trong th\u1eadp k\u1ef7 t\u1edbi.\u00a0Tuy nhi\u00ean, \u0111\u1ed1i v\u1edbi h\u1ea7u h\u1ebft c\u00e1c ngh\u1ec1 y, AI s\u1ebd l\u00e0 m\u1ed9t nh\u00e2n t\u1ed1 t\u0103ng t\u1ed1c v\u00e0 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n, kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t m\u1ed1i \u0111e d\u1ecda.\u00a0N\u00f3 s\u1ebd l\u00e0 l\u0129nh v\u1ef1c kinh doanh r\u1ea5t t\u1ed1t cho c\u00e1c c\u00f4ng ty AI, c\u0169ng nh\u01b0 \u0111\u1ec3 gi\u00fap \u0111\u1ee1, thay v\u00ec c\u1ed1 g\u1eafng thay th\u1ebf c\u00e1c chuy\u00ean gia y t\u1ebf.<\/p>\n<figure style=\"width: 959px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/08\/tgmc-blog-5f2a5d35172e0.jpg\" alt=\"\" width=\"959\" height=\"715\" \/><figcaption class=\"wp-caption-text\">\u1ea2nh ch\u1ee5p MRI Scan n\u00e3o ng\u01b0\u1eddi &#8211;\u00a0GETTY<\/figcaption><\/figure>\n<p>Gi\u00e1 tr\u1ecb c\u1ee7a AI n\u1eb1m \u1edf 3 y\u1ebfu t\u1ed1: t\u1ed1c \u0111\u1ed9, c\u1eaft gi\u1ea3m chi ph\u00ed v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c.\u00a0Trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, c\u00e1c y\u1ebfu t\u1ed1 n\u00e0y c\u00e0ng c\u00f3 \u00fd ngh\u0129a nhi\u1ec1u h\u01a1n.\u00a0D\u01b0\u1edbi \u0111\u00e2y l\u00e0 ba v\u00ed d\u1ee5 v\u1ec1 c\u00e1ch AI s\u1ebd thay \u0111\u1ed5i l\u0129nh v\u1ef1c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/p>\n<h3>Nhanh h\u01a1n<\/h3>\n<p>\u00cdt c\u00f3 l\u0129nh v\u1ef1c n\u00e0o m\u00e0 v\u1ea5n \u0111\u1ec1 t\u1ed1c \u0111\u1ed9 quan tr\u1ecdng nh\u01b0 l\u0129nh v\u1ef1c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.\u00a0Trong tr\u01b0\u1eddng h\u1ee3p n\u1ec1n t\u1ea3ng ph\u00e1t hi\u1ec7n \u0111\u1ed9t qu\u1ef5\u00a0Viz.ai, m\u1ed7i ph\u00fat th\u1eddi gian tr\u00f4i qua cho vi\u1ec7c \u0111i\u1ec1u tr\u1ecb t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi vi\u1ec7c ti\u1ebft ki\u1ec7m 1,9 tri\u1ec7u t\u1ebf b\u00e0o n\u00e3o c\u1ee7a b\u1ec7nh nh\u00e2n.\u00a0Th\u00f4ng th\u01b0\u1eddng, c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u trong n\u1ec1n t\u1ea3ng c\u1ee7a Viz.ai ti\u1ebft ki\u1ec7m v\u00e0i ph\u00fat v\u00e0 trong m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p, ch\u00fang c\u00f3 th\u1ec3 c\u1ee9u \u0111\u01b0\u1ee3c h\u00e0ng gi\u1edd m\u1ea5t m\u00e1t c\u1ee7a c\u00e1c t\u1ebf b\u00e0o n\u00e3o.\u00a0Trong m\u1ed9t nghi\u00ean c\u1ee9u g\u1ea7n \u0111\u00e2y,\u00a0Viz.ai \u0111\u00e3 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn vi\u1ec7c gi\u1ea3m b\u1edbt \u0111\u00e1ng k\u1ec3 t\u00ecnh tr\u1ea1ng khuy\u1ebft t\u1eadt c\u1ee7a b\u1ec7nh nh\u00e2n.\u00a0Trung b\u00ecnh, b\u1ec7nh nh\u00e2n \u0111i t\u1eeb n\u1eb1m li\u1ec7t gi\u01b0\u1eddng, c\u1ea7n ch\u0103m s\u00f3c \u0111i\u1ec1u d\u01b0\u1ee1ng 24\/7, \u0111\u1ebfn khi ra kh\u1ecfi b\u1ec7nh vi\u1ec7n m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 tr\u1ee3 gi\u00fap.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<figure style=\"width: 960px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/08\/tgmc-blog-5f2a5d364ec3b.gif\" alt=\"\" width=\"960\" height=\"540\" \/><figcaption class=\"wp-caption-text\">Tr\u00ed tu\u1ec7 minh nh\u00e2n t\u1ea1o h\u1ed7 tr\u1ee3 h\u1ec7 th\u1ed1ng ch\u0103m s\u00f3c b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 \u0111\u1ed3ng b\u1ed9 Viz.ai \u0111ang ho\u1ea1t \u0111\u1ed9ng &#8211;\u00a0VIZ.AI<\/figcaption><\/figure>\n<h3>\u00cdt t\u1ed1n k\u00e9m<\/h3>\n<p>Khi chi ph\u00ed ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe ti\u1ebfp t\u1ee5c t\u0103ng l\u00ean, ti\u1ebft ki\u1ec7m chi ph\u00ed l\u00e0 m\u1ed9t \u0111\u1ed9ng l\u1ef1c ch\u00ednh kh\u00e1c.\u00a0V\u00ed d\u1ee5:\u00a0\u00a0Athelas\u00a0s\u1eed d\u1ee5ng h\u1ecdc m\u00e1y v\u00e0 <a class=\"iblink\" href=\"\/blog\/tag\/computer-vision\/\">th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/a> \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh h\u00ecnh th\u00e1i v\u00e0 nhanh ch\u00f3ng m\u00f4 t\u1ea3 c\u00e1c lo\u1ea1i t\u1ebf b\u00e0o m\u00e1u t\u1eeb m\u1ed9t ng\u00f3n tay nh\u1ecf x\u00edu.\u00a0Gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh c\u1ee7a Athelas, Tanay Tandon gi\u1ea3i th\u00edch, c\u00e1c b\u00e1c s\u0129 l\u00e2m s\u00e0ng v\u00e0 c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh y t\u1ebf c\u00f3 th\u1ec3 ti\u1ebft ki\u1ec7m h\u00e0ng ng\u00e0n \u0111\u00f4 la c\u1ee7a m\u1ed7i b\u1ec7nh nh\u00e2n b\u1eb1ng c\u00e1ch gi\u1ea3m b\u1edbt tr\u01b0\u1eddng h\u1ee3p nh\u1eadp vi\u1ec7n, ph\u00e1t hi\u1ec7n c\u00e1c t\u00e1c d\u1ee5ng ph\u1ee5 s\u1edbm h\u01a1n t\u1eeb c\u00e1c x\u00e9t nghi\u1ec7m Athelas th\u01b0\u1eddng xuy\u00ean v\u00e0 b\u1eb1ng c\u00e1ch gi\u1eef cho b\u1ec7nh nh\u00e2n tu\u00e2n th\u1ee7 an to\u00e0n c\u00e1c li\u1ec7u ph\u00e1p c\u1ea7n thi\u1ebft.\u00a0C\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1edfi h\u00e0ng ng\u00e0n b\u1ec7nh nh\u00e2n tr\u00ean kh\u1eafp \u0111\u1ea5t n\u01b0\u1edbc m\u1ed7i ng\u00e0y, bao g\u1ed3m c\u1ea3 nh\u1eefng ng\u01b0\u1eddi \u0111ang \u0111i\u1ec1u tr\u1ecb h\u00f3a tr\u1ecb ch\u1ed1ng ung th\u01b0 t\u00edch c\u1ef1c, v\u1ec1 thu\u1ed1c ch\u1ed1ng t\u00e2m th\u1ea7n mi\u1ec5n d\u1ecbch v\u00e0 thu\u1ed1c ch\u1ed1ng vi\u00eam.\u00a0H\u01a1n c\u1ea3 vi\u1ec7c ti\u1ebft ki\u1ec7m ti\u1ec1n, Athelas cho ph\u00e9p b\u1ec7nh nh\u00e2n h\u00f3a tr\u1ecb li\u1ec7u c\u00f3 \u0111\u01b0\u1ee3c k\u1ebft qu\u1ea3 quan tr\u1ecdng t\u1eeb s\u1ef1 tho\u1ea3i m\u00e1i trong nh\u00e0, gi\u1ea3m c\u0103ng th\u1eb3ng v\u00e0 r\u1ee7i ro (\u0111\u1eb7c bi\u1ec7t l\u00e0 trong \u0111\u1ea1i d\u1ecbch n\u00e0y) khi \u0111\u1ebfn b\u1ec7nh vi\u1ec7n.<\/p>\n<p>Suki l\u00e0 m\u1ed9t tr\u1ee3 l\u00fd k\u1ef9 thu\u1eadt s\u1ed1 l\u00e2m s\u00e0ng s\u1eed d\u1ee5ng x\u1eed l\u00fd ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean \u0111\u1ec3 \u0111\u00e1nh m\u00e1y c\u00e1c ghi ch\u00fa m\u00e0 c\u00e1c b\u00e1c s\u0129 ho\u1eb7c ng\u01b0\u1eddi ghi ch\u00e9p s\u1ebd ph\u1ea3i g\u00f5.\u00a0Kh\u00f4ng c\u1ea7n b\u00e1c s\u0129 n\u00e0o ph\u1ea3i \u0111\u00e1nh m\u00e1y c\u00e1c ghi ch\u00fa, v\u00e0 c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Suki cho ph\u00e9p c\u00e1c b\u00e1c s\u0129 t\u1eadp trung v\u00e0o b\u1ec7nh nh\u00e2n, thay v\u00ec c\u00e1c ghi ch\u00fa.\u00a0Gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh Suki, Punit Soni gi\u1ea3i th\u00edch r\u1eb1ng, ch\u00fang t\u00f4i gi\u00fap gi\u1ea3m trung b\u00ecnh 76% th\u1eddi gian ghi t\u00e0i li\u1ec7u v\u00e0 g\u1ea7n \u0111\u00e2y ch\u00fang t\u00f4i \u0111\u00e3 ra m\u1eaft m\u1ed9t n\u1ec1n t\u1ea3ng gi\u1ecdng n\u00f3i c\u1eadp nh\u1eadt c\u00f3 t\u00ean l\u00e0 Suki Speech Service c\u00f3 t\u00ednh n\u0103ng tr\u00edch xu\u1ea5t \u00fd \u0111\u1ecbnh m\u1edbi v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c 99,5%, n\u1eb1m trong s\u1ed1 cao nh\u1ea5t trong t\u1ea5t c\u1ea3 c\u00e1c tr\u1ee3 l\u00fd k\u1ef9 thu\u1eadt s\u1ed1 b\u1ea5t k\u1ec3 l\u0129nh v\u1ef1c n\u00e0o.\u00a0V\u00ec Suki \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi ph\u1ea7n m\u1ec1m, kh\u00f4ng ph\u1ea3i l\u00e0 ghi ch\u00e9p c\u1ee7a con ng\u01b0\u1eddi, n\u00ean n\u00f3 c\u00f3 th\u1ec3 cung c\u1ea5p m\u1ed9t gi\u1ea3i ph\u00e1p hi\u1ec7u qu\u1ea3 h\u01a1n v\u1ec1 m\u1eb7t chi ph\u00ed c\u0169ng nh\u01b0 gi\u00fap c\u1ea3i thi\u1ec7n doanh thu v\u00e0 k\u1ebft qu\u1ea3 c\u1ee7a b\u1ec7nh nh\u00e2n.<\/p>\n<h3>Ch\u00ednh x\u00e1c h\u01a1n<\/h3>\n<p>C\u00e1c v\u1ea5n \u0111\u1ec1 ch\u00ednh x\u00e1c, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u0111\u1ed1i v\u1edbi c\u00e1c nhi\u1ec7m v\u1ee5 t\u1ebb nh\u1ea1t ho\u1eb7c nh\u00e0m ch\u00e1n \u0111\u1ed1i v\u1edbi con ng\u01b0\u1eddi.\u00a0N\u0103m 2020 kh\u1edfi \u0111\u1ea7u m\u1ea1nh m\u1ebd v\u1edbi th\u00f4ng b\u00e1o r\u1eb1ng Google AI c\u00f3 th\u1ec3 v\u01b0\u1ee3t tr\u1ed9i h\u01a1n c\u00e1c b\u00e1c s\u0129 v\u1ec1 m\u1ed9t s\u1ed1 lo\u1ea1i ph\u00e1t hi\u1ec7n ung th\u01b0 v\u00fa nh\u1ea5t \u0111\u1ecbnh\u00a0(h\u00e3y nh\u1edb khi n\u0103m 2020 tr\u00f4ng r\u1ea5t h\u1ee9a h\u1eb9n?).\u00a0Gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh c\u1ee7a Health Catalyst, Dan Burton gi\u1ea3i th\u00edch r\u1eb1ng, d\u00f9 \u1edf c\u1ea5p \u0111\u1ed9 c\u1ee7a m\u1ed9t b\u1ec7nh nh\u00e2n \/ ng\u01b0\u1eddi g\u1eb7p ph\u1ea3i ho\u1eb7c \u1edf c\u1ea5p l\u00e3nh \u0111\u1ea1o y t\u1ebf cao c\u1ea5p nh\u1ea5t, AI c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a quy\u1ebft \u0111\u1ecbnh b\u1eb1ng c\u00e1ch t\u00e1ch t\u00edn hi\u1ec7u kh\u1ecfi ti\u1ebfng \u1ed3n v\u00e0 gi\u1eef cho ch\u00fang t\u00f4i t\u1eadp trung v\u00e0o t\u01b0\u01a1ng lai.\u00a0V\u00ed d\u1ee5: n\u00f3 c\u00f3 th\u1ec3 gi\u00fap ch\u00fang t\u00f4i tr\u1ea3 l\u1eddi ch\u00ednh x\u00e1c h\u01a1n c\u00e1c c\u00e2u h\u1ecfi nh\u01b0, &#8216;s\u1ef1 gia t\u0103ng g\u1ea7n \u0111\u00e2y trong COVID-19 c\u00f3 ki\u1ec3m tra d\u01b0\u01a1ng t\u00ednh m\u1ed9t t\u00edn hi\u1ec7u m\u00e0 ch\u00fang t\u00f4i c\u1ea7n ho\u00e3n c\u00e1c th\u1ee7 t\u1ee5c kh\u00f4ng kh\u1ea9n c\u1ea5p kh\u00f4ng?&#8217;. M\u00f4 h\u00ecnh ch\u00ednh x\u00e1c h\u01a1n c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn c\u00e1c quy\u1ebft \u0111\u1ecbnh s\u00e1ng su\u1ed1t h\u01a1n trong ng\u00e0nh y t\u1ebf.\u00a0V\u00ed d\u1ee5, khi ph\u1ee5c h\u1ed3i ch\u0103m s\u00f3c kh\u00f4ng kh\u1ea9n c\u1ea5p, c\u00e1c nh\u00e0 cung c\u1ea5p c\u1ea7n th\u00f4ng b\u00e1o khi c\u00e1c x\u00e9t nghi\u1ec7m \/ x\u00e9t nghi\u1ec7m d\u01b0\u01a1ng t\u00ednh Covid-19 c\u1ee7a h\u1ecd t\u0103ng l\u00ean.<\/p>\n<h3>\u0110\u1ec3 x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng y t\u1ebf th\u00e0nh c\u00f4ng, c\u00e1c c\u00f4ng ty tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u1ea7n c\u00f3 s\u1ef1 li\u00ean k\u1ebft \u0111\u1ed3ng b\u1ed9<\/h3>\n<p>S\u1ef1 t\u00e1c \u0111\u1ed9ng c\u1ee7a t\u1ed1c \u0111\u1ed9, chi ph\u00ed v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u00f3 th\u1ec3 t\u1ea1o ra nh\u1eefng \u0111i\u1ec1u tuy\u1ec7t v\u1eddi cho b\u1ec7nh nh\u00e2n.\u00a0Tuy nhi\u00ean, s\u1ef1 h\u1ee9a h\u1eb9n v\u1ec1 t\u1ed1c \u0111\u1ed9, chi ph\u00ed ho\u1eb7c \u0111\u1ed9 ch\u00ednh x\u00e1c n\u1ebfu ch\u1ec9 \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n ri\u00eang l\u1ebb th\u01b0\u1eddng kh\u00f4ng \u0111\u1ee7 \u0111\u1ec3 t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn kh\u1ea3 n\u0103ng ch\u0103m s\u00f3c b\u1ec7nh nh\u00e2n m\u1ed9t c\u00e1ch c\u00f3 \u00fd ngh\u0129a.\u00a0Anthony Bertrand, MD, MBA gi\u1ea3i th\u00edch, &#8220;c\u00f3 nhi\u1ec1u c\u00f4ng ty \u0111ang c\u1ed1 g\u1eafng b\u00e1n ph\u1ea7n m\u1ec1m c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c ch\u1ea9n \u0111o\u00e1n c\u1ee7a m\u1ed9t l\u1ea7n x\u00e9t nghi\u1ec7m t\u0103ng l\u00ean x%, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong c\u00e1c l\u0129nh v\u1ef1c li\u00ean quan \u0111\u1ebfn ch\u1ea9n \u0111o\u00e1n qua th\u1ecb gi\u00e1c ho\u1eb7c h\u00ecnh \u1ea3nh nh\u01b0 b\u1ec7nh l\u00fd ho\u1eb7c X-quang, ch\u1ec9 nh\u1eadn \u0111\u01b0\u1ee3c nh\u1eefng ho\u00e0i nghi. C\u00e1c s\u1ea3n ph\u1ea9m ph\u1ea3i \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n v\u1edbi s\u1ef1 hi\u1ec3u bi\u1ebft r\u00f5 r\u00e0ng v\u1ec1 quy tr\u00ecnh l\u00e0m vi\u1ec7c l\u00e2m s\u00e0ng. \u0110\u1ec3 v\u01b0\u1ee3t qua s\u1ee9c \u00ec v\u00e0 ng\u1ea1i thay \u0111\u1ed5i, c\u0169ng c\u1ea7n c\u00e2n nh\u1eafc c\u1ea9n th\u1eadn \u0111\u1ed1i v\u1edbi c\u00e1c y\u1ebfu t\u1ed1 kinh t\u1ebf c\u1ee7a c\u00e1c b\u00e1c s\u0129 v\u00e0 c\u00e1c \u0111\u01a1n v\u1ecb \u0111ang thu\u00ea h\u1ecd.<\/p>\n<p>May m\u1eafn thay, vi\u1ec7c gia t\u0103ng \u00e1p l\u1ef1c chi ph\u00ed v\u00e0 c\u00e1c y\u00eau c\u1ea7u v\u1ec1 l\u1ee3i \u00edch, s\u1ef1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c ph\u01b0\u01a1ng th\u1ee9c thanh to\u00e1n nh\u01b0 thanh to\u00e1n theo g\u00f3i v\u00e0 d\u1eef li\u1ec7u EMR c\u00f3 s\u1eb5n \u0111\u1ec3 ph\u00e2n t\u00edch c\u00f3 th\u1ec3 gi\u00fap \u0111\u1ea9y nhanh l\u1ee3i \u00edch c\u1ee7a AI trong l\u0129nh v\u1ef1c ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.\u00a0Ch\u00eca kh\u00f3a \u1edf \u0111\u00e2y l\u00e0 vi\u1ec7c g\u1eafn k\u1ebft c\u00f4ng ngh\u1ec7 tuy\u1ec7t v\u1eddi v\u1edbi th\u1ef1c t\u1ebf c\u1ee7a ng\u00e0nh ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe. Vi\u1ec7c ch\u1ee9ng minh ch\u1ec9 s\u1ed1 ROI trong kinh doanh b\u00ean c\u1ea1nh nh\u1eefng c\u1ea3i ti\u1ebfn l\u00e2m s\u00e0ng l\u00e0 v\u00f4 c\u00f9ng quan tr\u1ecdng.\u00a0Khi c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 khai th\u00e1c AI \u0111\u1ec3 c\u1ea3i thi\u1ec7n k\u1ebft qu\u1ea3 c\u1ee7a b\u1ec7nh nh\u00e2n trong khi d\u00e0n x\u1ebfp c\u00e1c \u01b0u \u0111\u00e3i c\u1ee7a b\u1ec7nh vi\u1ec7n, c\u00e1c c\u1ea3i ti\u1ebfn th\u1ef1c s\u1ef1 s\u1ebd \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n.<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22728\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 ngay t\u1ea1i b\u00e0n v\u1edbi MSI EdgeXpert<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22612\">NVIDIA Merlin: T\u1ed5ng quan v\u1ec1 toolkit cho h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd quy m\u00f4 l\u1edbn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22376\">OpenAI l\u1ea7n \u0111\u1ea7u ph\u00e1t h\u00e0nh mi\u1ec5n ph\u00ed m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1edbi v\u1edbi t\u00ean g\u1ecdi l\u00e0 GPT-OSS<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21466\">5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21557\">SLM v\u00e0 AI t\u1ea1i bi\u00ean: B\u00ecnh minh c\u1ee7a m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi hay ch\u1ec9 l\u00e0 c\u01a1n s\u1ed1t nh\u1ea5t th\u1eddi?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21405\">NVIDIA t\u1ea1i Computex 2025: &#8220;G\u00e3 kh\u1ed5ng l\u1ed3 xanh&#8221; \u0111\u1eb7t c\u01b0\u1ee3c t\u1ea5t c\u1ea3 v\u00e0o AI, GeForce li\u1ec7u c\u00f3 b\u1ecb ra r\u00eca?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>Kh&ocirc;ng kh&oacute; nh&#7853;n ra r&#7857;ng chi ph&iacute; y t&#7871; v&agrave; ch&#259;m s&oacute;c s&#7913;c kh&#7887;e hi&#7879;n nay &#273;&atilde; t&#259;ng nhanh h&#417;n l&#7841;m ph&aacute;t trong nhi&#7873;u th&#7853;p k&#7927;.&nbsp;M&#7897;t s&#7889; chuy&ecirc;n gia &#432;&#7899;c t&iacute;nh r&#7857;ng ch&#259;m s&oacute;c s&#7913;c kh&#7887;e s&#7869; chi&#7871;m h&#417;n&nbsp;&nbsp;20% GDP c&#7911;a M&#7929; v&agrave;o n&#259;m 2025.&nbsp;Trong khi &#273;&oacute;, c&aacute;c b&aacute;c s&#297; &#273;ang l&agrave;m vi&#7879;c ch&#259;m ch&#7881;&#8230;<\/p>\n","protected":false},"author":2,"featured_media":6335,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,416,1335],"class_list":["post-6331","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-healthcare","tag-ict-trends"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>3 c\u00e1ch tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd thay \u0111\u1ed5i l\u0129nh v\u1ef1c y t\u1ebf v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/3-cach-tri-tue-nhan-tao-se-thay-doi-linh-vuc-y-te-va-cham-soc-suc-khoe-p6331\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"3 c\u00e1ch tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd thay \u0111\u1ed5i l\u0129nh v\u1ef1c y t\u1ebf v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Kh&ocirc;ng kh&oacute; nh&#7853;n ra r&#7857;ng chi ph&iacute; y t&#7871; v&agrave; ch&#259;m s&oacute;c s&#7913;c kh&#7887;e hi&#7879;n nay &#273;&atilde; t&#259;ng nhanh h&#417;n l&#7841;m ph&aacute;t trong nhi&#7873;u th&#7853;p k&#7927;.&nbsp;M&#7897;t s&#7889; chuy&ecirc;n gia &#432;&#7899;c t&iacute;nh r&#7857;ng ch&#259;m s&oacute;c s&#7913;c kh&#7887;e s&#7869; chi&#7871;m h&#417;n&nbsp;&nbsp;20% GDP c&#7911;a M&#7929; v&agrave;o n&#259;m 2025.&nbsp;Trong khi &#273;&oacute;, c&aacute;c b&aacute;c s&#297; &#273;ang l&agrave;m vi&#7879;c ch&#259;m ch&#7881;...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/08\/TheGioiMayChu-Blog-Healthcare-Y-t\u1ebf-Ch\u0103m-s\u00f3c-s\u1ee9c-kh\u1ecfe.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"11 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/3-cach-tri-tue-nhan-tao-se-thay-doi-linh-vuc-y-te-va-cham-soc-suc-khoe-p6331\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/3-cach-tri-tue-nhan-tao-se-thay-doi-linh-vuc-y-te-va-cham-soc-suc-khoe-p6331\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"3 c\u00e1ch tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd thay \u0111\u1ed5i l\u0129nh v\u1ef1c y t\u1ebf v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe\",\"datePublished\":\"2020-08-05T07:52:09+00:00\",\"dateModified\":\"2020-08-05T08:08:43+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/3-cach-tri-tue-nhan-tao-se-thay-doi-linh-vuc-y-te-va-cham-soc-suc-khoe-p6331\\\/\"},\"wordCount\":2247,\"publisher\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/3-cach-tri-tue-nhan-tao-se-thay-doi-linh-vuc-y-te-va-cham-soc-suc-khoe-p6331\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/wp-content\\\/uploads\\\/2020\\\/08\\\/TheGioiMayChu-Blog-Healthcare-Y-t\u1ebf-Ch\u0103m-s\u00f3c-s\u1ee9c-kh\u1ecfe.jpg\",\"keywords\":[\"ai\",\"healthcare\",\"ict trends\"],\"articleSection\":[\"AI - 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