{"id":5380,"date":"2020-03-23T14:35:41","date_gmt":"2020-03-23T21:35:41","guid":{"rendered":"https:\/\/depts.washington.edu\/pandemicalliance\/?p=5380"},"modified":"2021-03-02T14:36:42","modified_gmt":"2021-03-02T22:36:42","slug":"ai-assisted-ct-imaging-analysis-for-covid-19-screening-building-and-deploying-a-medical-ai-system-in-four-weeks","status":"publish","type":"post","link":"https:\/\/depts.washington.edu\/pandemicalliance\/2020\/03\/23\/ai-assisted-ct-imaging-analysis-for-covid-19-screening-building-and-deploying-a-medical-ai-system-in-four-weeks\/","title":{"rendered":"AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system in four weeks"},"content":{"rendered":"<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">The authors describe their experience in building and deploying an AI system in China that automatically analyzes CT images to detect COVID-19 pneumonia features for faster examination. They report high sensitivity (97%) and high specificity (92%) using the test dataset.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Authors of another study on AI applications for COVID-19 provide a machine learning based diagnosis model using 620 lab samples, which could facilitate extensive COVID-19 screening.<\/span><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400\">Jin et al. (Mar 19, 2020). AI-assisted CT imaging analysis for COVID-19 screening: Building and deploying a medical AI system in four weeks. Pre-print downloaded Mar 23 from <\/span><\/i><a href=\"https:\/\/doi.org\/10.1101\/2020.03.19.20039354\"><span style=\"font-weight: 400\">https:\/\/doi.org\/10.1101\/2020.03.19.20039354<\/span><\/a><i><span style=\"font-weight: 400\">\u00a0<\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400\">Meng et al. (Mar 21, 2020). Development and utilization of an intelligent application for aiding COVID-19 diagnosis. Pre-print downloaded Mar 23 from <\/span><\/i><a href=\"https:\/\/doi.org\/10.1101\/2020.03.18.20035816\"><span style=\"font-weight: 400\">https:\/\/doi.org\/10.1101\/2020.03.18.20035816<\/span><\/a><i><span style=\"font-weight: 400\">\u00a0<\/span><\/i><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The authors describe their experience in building and deploying an AI system in China that automatically analyzes CT images to detect COVID-19 pneumonia features for faster examination. They report high sensitivity (97%) and high specificity (92%) using the test dataset.\u00a0 Authors of another study on AI applications for COVID-19 provide a machine learning based diagnosis&#8230;<\/p>\n<div><a class=\"more\" href=\"https:\/\/depts.washington.edu\/pandemicalliance\/2020\/03\/23\/ai-assisted-ct-imaging-analysis-for-covid-19-screening-building-and-deploying-a-medical-ai-system-in-four-weeks\/\">Read more<\/a><\/div>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[6],"tags":[],"topic":[19],"class_list":["post-5380","post","type-post","status-publish","format-standard","hentry","category-article-summary","topic-testing-and-treatment"],"_links":{"self":[{"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts\/5380","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/comments?post=5380"}],"version-history":[{"count":1,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts\/5380\/revisions"}],"predecessor-version":[{"id":5381,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts\/5380\/revisions\/5381"}],"wp:attachment":[{"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/media?parent=5380"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/categories?post=5380"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/tags?post=5380"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/topic?post=5380"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}