{"id":4771,"date":"2020-03-02T13:47:55","date_gmt":"2020-03-02T21:47:55","guid":{"rendered":"https:\/\/depts.washington.edu\/pandemicalliance\/?p=4771"},"modified":"2021-02-23T13:48:56","modified_gmt":"2021-02-23T21:48:56","slug":"deep-learning-based-model-for-detecting-2019-novel-coronavirus-pneumonia-on-high-resolution-computed-tomography-a-prospective-study","status":"publish","type":"post","link":"https:\/\/depts.washington.edu\/pandemicalliance\/2020\/03\/02\/deep-learning-based-model-for-detecting-2019-novel-coronavirus-pneumonia-on-high-resolution-computed-tomography-a-prospective-study\/","title":{"rendered":"Deep learning-based model for detecting 2019 novel coronavirus pneumonia on high-resolution computed tomography: a prospective study"},"content":{"rendered":"<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">A new deep learning-based system was found to have 100% sensitivity and 93.55% specificity (PPV 84.62%) in detecting COVID-19 from CT scans. The model performed comparably to an expert radiologist, and combined with expert review the model decreased CT reading time by 65%.\u00a0<\/span><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400\">Chen et al. (Mar 1, 2020). Deep learning-based model for detecting 2019 novel coronavirus pneumonia on high-resolution computed tomography: a prospective study. Pre-print downloaded Mar 2 from <\/span><\/i><a href=\"https:\/\/doi.org\/10.1101\/2020.02.25.20021568\"><span style=\"font-weight: 400\">https:\/\/doi.org\/10.1101\/2020.02.25.20021568<\/span><\/a><span style=\"font-weight: 400\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A new deep learning-based system was found to have 100% sensitivity and 93.55% specificity (PPV 84.62%) in detecting COVID-19 from CT scans. The model performed comparably to an expert radiologist, and combined with expert review the model decreased CT reading time by 65%.\u00a0 Chen et al. (Mar 1, 2020). Deep learning-based model for detecting 2019&#8230;<\/p>\n<div><a class=\"more\" href=\"https:\/\/depts.washington.edu\/pandemicalliance\/2020\/03\/02\/deep-learning-based-model-for-detecting-2019-novel-coronavirus-pneumonia-on-high-resolution-computed-tomography-a-prospective-study\/\">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":"","_members_access_role":[],"_members_access_error":"","_links_to":"","_links_to_target":""},"categories":[6],"tags":[],"topic":[19],"class_list":["post-4771","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\/4771","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=4771"}],"version-history":[{"count":1,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts\/4771\/revisions"}],"predecessor-version":[{"id":4772,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts\/4771\/revisions\/4772"}],"wp:attachment":[{"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/media?parent=4771"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/categories?post=4771"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/tags?post=4771"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/topic?post=4771"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}