{"id":3092,"date":"2021-04-05T11:04:23","date_gmt":"2021-04-05T02:04:23","guid":{"rendered":"https:\/\/www.emukk.com\/WP\/?p=3092"},"modified":"2021-04-05T12:39:17","modified_gmt":"2021-04-05T03:39:17","slug":"covid-19%e3%81%ae%e8%83%b8%e9%83%a8ct%e7%94%bb%e5%83%8f%e3%81%aedeep-learning%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e8%a8%ba%e6%96%ad%e7%b2%be%e5%ba%a6","status":"publish","type":"post","link":"https:\/\/www.emukk.com\/WP\/covid-19%e3%81%ae%e8%83%b8%e9%83%a8ct%e7%94%bb%e5%83%8f%e3%81%aedeep-learning%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e8%a8%ba%e6%96%ad%e7%b2%be%e5%ba%a6\/","title":{"rendered":"COVID-19\u306e\u80f8\u90e8CT\u753b\u50cf\u306eDeep Learning\u3092\u7528\u3044\u305f\u8a3a\u65ad\u7cbe\u5ea6"},"content":{"rendered":"<p>Sejong University, Seoul\u3089\u306e\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\uff08COVID-19\uff09\u306e\u8a3a\u65ad\u306b\u4f7f\u308f\u308c\u308b\u80f8\u90e8CT\u753b\u50cf\u306b\u5bfe\u3057\u3066\u3001Deep Learning\u3092\u9069\u7528\u3057\u3001COVID-19\u306e\u8a3a\u65ad\u7cbe\u5ea6\u3092\u8b70\u8ad6\u3057\u3066\u3044\u307e\u3059\u3002<br \/>\n<a href=\"https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0249450\">https:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0249450<\/a><\/p>\n<p>Deep Learning\u306b\u4f7f\u7528\u3055\u308c\u308bNeural Network\u306f20\u5c64\u306e\u69cb\u6210\u3067\u3042\u308a\u3001\u7573\u307f\u8fbc\u307f\u3068\u30d7\u30fc\u30ea\u30f3\u30b0\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5165\u529b\u753b\u50cf\u306e\u89e3\u50cf\u5ea6\u306f\u3001\uff08224 x 224\uff09\u3067\u3042\u308a\u3001\u7573\u307f\u8fbc\u307f\u306f\u3001(3 x 3\uff09\u6216\u3044\u306f\uff085 x 5\uff09\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5f97\u3089\u308c\u305fCOVUID-19\u306e\u5168\u4f53\u7684\u306a\u8a3a\u65ad\u7cbe\u5ea6\u306f\u300199.83%\uff08\u611f\u5ea6\uff1d0.9286\u3001\u7279\u7570\u5ea6\uff1d0.991\uff09\u306b\u9054\u3057\u305f\u3068\u306e\u3053\u3068\u3067\u3059\u3002\u4eca\u5f8c\u306f\u3001\u8a3a\u65ad\u5206\u91ce\u3078\u306eAI\uff08Deep Learning\uff09\u306e\u6295\u5165\u304c\u52a0\u901f\u3057\u3066\u3044\u304f\u3068\u601d\u308f\u308c\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2021\/04\/Deep-Learning_COVID-19_CTimages-1.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2021\/04\/Deep-Learning_COVID-19_CTimages-1-1024x706.png\" alt=\"\" width=\"696\" height=\"480\" class=\"alignleft size-large wp-image-3103\" srcset=\"https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2021\/04\/Deep-Learning_COVID-19_CTimages-1-1024x706.png 1024w, https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2021\/04\/Deep-Learning_COVID-19_CTimages-1-600x414.png 600w, https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2021\/04\/Deep-Learning_COVID-19_CTimages-1-300x207.png 300w, https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2021\/04\/Deep-Learning_COVID-19_CTimages-1-768x529.png 768w, https:\/\/www.emukk.com\/WP\/wp-content\/uploads\/2021\/04\/Deep-Learning_COVID-19_CTimages-1.png 1056w\" sizes=\"auto, (max-width: 696px) 100vw, 696px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sejong University, Seoul\u3089\u306e\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u65b0\u578b\u30b3\u30ed\u30ca\u30a6\u30a4\u30eb\u30b9\uff08COVID-19\uff09\u306e\u8a3a\u65ad\u306b\u4f7f\u308f\u308c\u308b\u80f8\u90e8CT\u753b\u50cf\u306b\u5bfe\u3057\u3066\u3001Deep Learning\u3092\u9069\u7528\u3057\u3001COVID-19\u306e\u8a3a\u65ad\u7cbe\u5ea6\u3092\u8b70\u8ad6\u3057\u3066\u3044\u307e\u3059\u3002<\/p><\/div>\n<div class=\"blog-btn\"><a href=\"https:\/\/www.emukk.com\/WP\/covid-19%e3%81%ae%e8%83%b8%e9%83%a8ct%e7%94%bb%e5%83%8f%e3%81%aedeep-learning%e3%82%92%e7%94%a8%e3%81%84%e3%81%9f%e8%a8%ba%e6%96%ad%e7%b2%be%e5%ba%a6\/\" class=\"home-blog-btn\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[42],"tags":[],"class_list":["post-3092","post","type-post","status-publish","format-standard","hentry","category-technology-ja"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/posts\/3092","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/comments?post=3092"}],"version-history":[{"count":8,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/posts\/3092\/revisions"}],"predecessor-version":[{"id":3105,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/posts\/3092\/revisions\/3105"}],"wp:attachment":[{"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/media?parent=3092"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/categories?post=3092"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.emukk.com\/WP\/wp-json\/wp\/v2\/tags?post=3092"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}