{"id":11429,"date":"2026-03-27T07:37:52","date_gmt":"2026-03-27T07:37:52","guid":{"rendered":"https:\/\/www.lifescienceart.com\/?p=11429"},"modified":"2026-03-27T07:37:52","modified_gmt":"2026-03-27T07:37:52","slug":"history-of-medical-diagnostics-from-film-processors-to-automated-diagnosis","status":"publish","type":"post","link":"https:\/\/www.lifescienceart.com\/vi\/science\/medical-technology\/history-of-medical-diagnostics-from-film-processors-to-automated-diagnosis\/","title":{"rendered":"Ch\u1ea9n \u0111o\u00e1n 4.0: H\u00e0nh tr\u00ecnh t\u1eeb cu\u1ed9n phim \u0111en tr\u1eafng \u0111\u1ebfn b\u00e1c s\u0129 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o"},"content":{"rendered":"<h2 class=\"wp-block-heading\">L\u1ecbch s\u1eed ch\u1ea9n \u0111o\u00e1n y khoa: T\u1eeb m\u00e1y tr\u00e1ng phim \u0111\u1ebfn ch\u1ea9n \u0111o\u00e1n t\u1ef1 \u0111\u1ed9ng<\/h2>\n\n<h2 class=\"wp-block-heading\">Ch\u1ea9n \u0111o\u00e1n y khoa nh\u1eefng n\u0103m 1950 tr\u1edf \u0111i<\/h2>\n\n<p>Th\u1eadp ni\u00ean 1950 ch\u1ee9ng ki\u1ebfn nh\u1eefng b\u01b0\u1edbc ti\u1ebfn y khoa \u0111\u1ed9t ph\u00e1, bao g\u1ed3m vaccine b\u1ea1i li\u1ec7t c\u1ee7a Salk v\u00e0 ca gh\u00e9p t\u1ea1ng \u0111\u1ea7u ti\u00ean. Nh\u1eefng s\u00e1ng ki\u1ebfn n\u00e0y th\u00fac \u0111\u1ea9y c\u00e1c d\u1ef1 \u0111o\u00e1n l\u1ea1c quan v\u1ec1 t\u01b0\u01a1ng lai c\u1ee7a ch\u1ea9n \u0111o\u00e1n y khoa, \u0111\u1eb7c bi\u1ec7t trong l\u0129nh v\u1ef1c h\u00ecnh \u1ea3nh ch\u1ea9n \u0111o\u00e1n.<\/p>\n\n<h2 class=\"wp-block-heading\">R\u00e0o c\u1ea3n c\u1ee7a quy tr\u00ecnh tr\u00e1ng phim th\u1ee7 c\u00f4ng<\/h2>\n\n<p>V\u00e0o gi\u1eefa th\u1ebf k\u1ef7 XX, h\u00ecnh \u1ea3nh ch\u1ea9n \u0111o\u00e1n ph\u1ee5 thu\u1ed9c ch\u1ee7 y\u1ebfu v\u00e0o quy tr\u00ecnh tr\u00e1ng phim th\u1ee7 c\u00f4ng, m\u1ed9t c\u00f4ng \u0111o\u1ea1n t\u1ed1n th\u1eddi gian c\u1ea7n ph\u1ea3i r\u1eeda phim trong ph\u00f2ng t\u1ed1i. M\u00e1y tr\u00e1ng phim t\u1ef1 \u0111\u1ed9ng xu\u1ea5t hi\u1ec7n nh\u01b0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn l\u1edbn, r\u00fat ng\u1eafn quy tr\u00ecnh nh\u01b0ng v\u1eabn \u0111\u00f2i h\u1ecfi kh\u00f4ng gian v\u00e0 th\u1eddi gian \u0111\u00e1ng k\u1ec3.<\/p>\n\n<h2 class=\"wp-block-heading\">L\u1eddi h\u1ee9a c\u1ee7a ch\u1ea9n \u0111o\u00e1n t\u1ef1 \u0111\u1ed9ng<\/h2>\n\n<p>Trong \u1ea5n b\u1ea3n ng\u00e0y 17 th\u00e1ng 1 n\u0103m 1960 c\u1ee7a truy\u1ec7n tranh \u201cOur New Age,\u201d Athelstan Spilhaus h\u00ecnh dung m\u1ed9t t\u01b0\u01a1ng lai n\u01a1i b\u1ec7nh nh\u00e2n b\u01b0\u1edbc v\u00e0o \u201cbu\u1ed3ng kh\u00e1m\u201d m\u1eb7c b\u1ed9 \u0111\u1ed3 \u0111o ch\u1ec9 s\u1ed1 sinh t\u1ed3n v\u00e0 k\u1ebft n\u1ed1i m\u00e1y t\u00ednh \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. Kh\u00e1i ni\u1ec7m n\u00e0y b\u00e1o tr\u01b0\u1edbc ti\u1ec1m n\u0103ng ch\u1ea9n \u0111o\u00e1n t\u1ef1 \u0111\u1ed9ng, d\u00f9 vai tr\u00f2 b\u00e1c s\u0129 con ng\u01b0\u1eddi v\u1eabn \u0111\u01b0\u1ee3c xem l\u00e0 then ch\u1ed1t \u0111\u1ec3 di\u1ec5n gi\u1ea3i k\u1ebft qu\u1ea3.<\/p>\n\n<h2 class=\"wp-block-heading\">Cu\u1ed9c ki\u1ec3m tra s\u1ee9c kh\u1ecfe c\u1ee7a George Jetson: C\u00e1i nh\u00ecn v\u1ec1 t\u01b0\u01a1ng lai<\/h2>\n\n<p>B\u1ed9 phim ho\u1ea1t h\u00ecnh \u201cThe Jetsons\u201d (1962-63) \u0111\u01b0a ra c\u00e1ch nh\u00ecn ch\u00e2m bi\u1ebfm v\u1ec1 c\u00f4ng ngh\u1ec7 t\u01b0\u01a1ng lai, g\u1ed3m c\u1ea3 s\u00e1ng ki\u1ebfn y khoa. Trong t\u1eadp \u201cTest Pilot,\u201d George Jetson tr\u1ea3i qua cu\u1ed9c kh\u00e1m s\u1ee9c kh\u1ecfe b\u1ea3o hi\u1ec3m b\u1eb1ng \u201cPeek-A-Boo Prober Capsule\u201d truy\u1ec1n h\u00ecnh \u1ea3nh n\u1ed9i t\u1ea1ng l\u00ean m\u00e0n h\u00ecnh TV. Thi\u1ebft b\u1ecb n\u00e0y g\u1ee3i \u00fd ti\u1ec1m n\u0103ng c\u1ee7a c\u00e1c c\u00f4ng c\u1ee5 ch\u1ea9n \u0111o\u00e1n ti\u00ean ti\u1ebfn c\u00f3 th\u1ec3 h\u00ecnh dung c\u01a1 th\u1ec3 con ng\u01b0\u1eddi m\u1ed9t c\u00e1ch kh\u00f4ng x\u00e2m l\u1ea5n.<\/p>\n\n<h2 class=\"wp-block-heading\">Vai tr\u00f2 c\u1ee7a c\u00f4ng ngh\u1ec7 trong ch\u1ea9n \u0111o\u00e1n hi\u1ec7n \u0111\u1ea1i<\/h2>\n\n<p>B\u00e0i b\u00e1o n\u0103m 2006 c\u1ee7a Ti\u1ebfn s\u0129 Kunio Doi, \u201cDiagnostic Imaging Over the Last 50 Years,\u201d l\u00e0m n\u1ed5i b\u1eadt nh\u1eefng ti\u1ebfn b\u1ed9 to l\u1edbn trong h\u00ecnh \u1ea3nh ch\u1ea9n \u0111o\u00e1n k\u1ec3 t\u1eeb nh\u1eefng n\u0103m 1950. H\u00ecnh \u1ea3nh X-quang \u0111\u00e3 ti\u1ebfn h\u00f3a t\u1eeb tr\u00e1ng phim th\u1ee7 c\u00f4ng sang k\u1ef9 thu\u1eadt s\u1ed1, r\u00fat ng\u1eafn \u0111\u00e1ng k\u1ec3 th\u1eddi gian x\u1eed l\u00fd v\u00e0 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng h\u00ecnh \u1ea3nh.<\/p>\n\n<h2 class=\"wp-block-heading\">T\u1ea7m quan tr\u1ecdng c\u1ee7a s\u1ef1 can thi\u1ec7p con ng\u01b0\u1eddi<\/h2>\n\n<p>B\u1ea5t ch\u1ea5p nh\u1eefng b\u01b0\u1edbc ti\u1ebfn trong ch\u1ea9n \u0111o\u00e1n t\u1ef1 \u0111\u1ed9ng, b\u00e1c s\u0129 con ng\u01b0\u1eddi v\u1eabn kh\u00f4ng th\u1ec3 thi\u1ebfu \u0111\u1ec3 di\u1ec5n gi\u1ea3i k\u1ebft qu\u1ea3 v\u00e0 \u0111\u1ea3m b\u1ea3o ch\u1ea9n \u0111o\u00e1n ch\u00ednh x\u00e1c. Nh\u01b0 Ti\u1ebfn s\u0129 Doi l\u01b0u \u00fd, ch\u1ea9n \u0111o\u00e1n \u201ct\u1ef1 \u0111\u1ed9ng\u201d kh\u00f4ng lo\u1ea1i b\u1ecf nhu c\u1ea7u v\u1ec1 chuy\u00ean m\u00f4n con ng\u01b0\u1eddi. C\u00e1c b\u00e1c s\u0129 ti\u1ebfp t\u1ee5c \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t trong vi\u1ec7c ph\u00e2n t\u00edch th\u00f4ng tin, ki\u1ec3m tra l\u1ea1i ch\u1ea9n \u0111o\u00e1n do m\u00e1y t\u00ednh t\u1ea1o ra v\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c c\u00e1 nh\u00e2n h\u00f3a.<\/p>\n\n<h2 class=\"wp-block-heading\">T\u01b0\u01a1ng lai c\u1ee7a ch\u1ea9n \u0111o\u00e1n y khoa<\/h2>\n\n<p>Khi c\u00f4ng ngh\u1ec7 ti\u1ebfp t\u1ee5c ti\u1ebfn b\u1ed9, ta c\u00f3 th\u1ec3 tr\u00f4ng \u0111\u1ee3i th\u00eam nh\u1eefng s\u00e1ng ki\u1ebfn trong ch\u1ea9n \u0111o\u00e1n y khoa. C\u00e1c thu\u1eadt to\u00e1n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc m\u00e1y \u0111ang \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n \u0111\u1ec3 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y khoa, nh\u1eadn di\u1ec7n m\u00f4 h\u00ecnh v\u00e0 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c ch\u1ea9n \u0111o\u00e1n. Tuy nhi\u00ean, c\u00e1ch ti\u1ebfp c\u1eadn l\u1ea5y con ng\u01b0\u1eddi l\u00e0m trung t\u00e2m trong ch\u1ea9n \u0111o\u00e1n ch\u1eafc ch\u1eafn v\u1eabn gi\u1eef v\u1ecb tr\u00ed h\u00e0ng \u0111\u1ea7u trong th\u1ef1c h\u00e0nh y khoa.<\/p>\n\n<h2 class=\"wp-block-heading\">C\u00e1c t\u1eeb kh\u00f3a \u0111u\u00f4i b\u1ed5 sung:<\/h2>\n\n<ul class=\"wp-block-list\">\n<li>C\u00e1ch m\u1ea1ng h\u00ecnh \u1ea3nh ch\u1ea9n \u0111o\u00e1n<\/li>\n<li>K\u1ef9 thu\u1eadt h\u00ecnh \u1ea3nh y khoa kh\u00f4ng x\u00e2m l\u1ea5n<\/li>\n<li>Vai tr\u00f2 c\u1ee7a m\u00e1y t\u00ednh trong ch\u1ea9n \u0111o\u00e1n y khoa<\/li>\n<li>T\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00f4ng ngh\u1ec7 \u0111\u1ebfn m\u1ed1i quan h\u1ec7 b\u00e1c s\u0129-b\u1ec7nh nh\u00e2n<\/li>\n<li>\u0110\u1ea1o \u0111\u1ee9c trong ch\u1ea9n \u0111o\u00e1n y khoa t\u1ef1 \u0111\u1ed9ng<\/li>\n<li>T\u01b0\u01a1ng lai c\u1ee7a ch\u1ea9n \u0111o\u00e1n y khoa v\u00e0 y h\u1ecdc c\u00e1 nh\u00e2n h\u00f3a<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>L\u1ecbch s\u1eed ch\u1ea9n \u0111o\u00e1n y khoa: T\u1eeb m\u00e1y tr\u00e1ng phim \u0111\u1ebfn ch\u1ea9n \u0111o\u00e1n t\u1ef1 \u0111\u1ed9ng Ch\u1ea9n \u0111o\u00e1n y khoa nh\u1eefng n\u0103m 1950 tr\u1edf \u0111i Th\u1eadp ni\u00ean 1950 ch\u1ee9ng ki\u1ebfn nh\u1eefng&hellip;<\/p>\n","protected":false},"author":2,"featured_media":25346,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[507],"tags":[15479,15477,358,1866,15478],"class_list":["post-11429","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-medical-technology","tag-ai-in-medicine","tag-diagnostic-imaging","tag-medical-innovation","tag-medical-diagnostics","tag-technology-in-healthcare"],"_links":{"self":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts\/11429","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/comments?post=11429"}],"version-history":[{"count":2,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts\/11429\/revisions"}],"predecessor-version":[{"id":25347,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts\/11429\/revisions\/25347"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/media\/25346"}],"wp:attachment":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/media?parent=11429"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/categories?post=11429"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/tags?post=11429"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}