{"id":4769,"date":"2020-03-02T13:46:57","date_gmt":"2020-03-02T21:46:57","guid":{"rendered":"https:\/\/depts.washington.edu\/pandemicalliance\/?p=4769"},"modified":"2021-02-23T13:47:45","modified_gmt":"2021-02-23T21:47:45","slug":"prediction-of-survival-for-severe-covid-19-patients-with-three-clinical-features-development-of-a-machine-learning-based-prognostic-model-with-clinical-data-in-wuhan","status":"publish","type":"post","link":"https:\/\/depts.washington.edu\/pandemicalliance\/2020\/03\/02\/prediction-of-survival-for-severe-covid-19-patients-with-three-clinical-features-development-of-a-machine-learning-based-prognostic-model-with-clinical-data-in-wuhan\/","title":{"rendered":"Prediction of survival for severe Covid-19 patients with three clinical features: development of a machine learning-based prognostic model with clinical data in Wuhan"},"content":{"rendered":"<ul>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">A new machine learning prognostic model was found to have 90% accuracy in predicting mortality among COVID-19 patients based on just three clinical characteristics: lactic dehydrogenase (LDH), lymphocyte and high-sensitivity C-reactive protein (hsCRP).<\/span><\/li>\n<\/ul>\n<p><i><span style=\"font-weight: 400\">Yan et al. (Mar 1, 2020). Prediction of survival for severe Covid-19 patients with three clinical features: development of a machine learning-based prognostic model with clinical data in Wuhan. Pre-print downloaded Mar 2 from <\/span><\/i><a href=\"https:\/\/doi.org\/10.1101\/2020.02.27.20028027\"><span style=\"font-weight: 400\">https:\/\/doi.org\/10.1101\/2020.02.27.20028027<\/span><\/a><span style=\"font-weight: 400\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A new machine learning prognostic model was found to have 90% accuracy in predicting mortality among COVID-19 patients based on just three clinical characteristics: lactic dehydrogenase (LDH), lymphocyte and high-sensitivity C-reactive protein (hsCRP). Yan et al. (Mar 1, 2020). Prediction of survival for severe Covid-19 patients with three clinical features: development of a machine learning-based&#8230;<\/p>\n<div><a class=\"more\" href=\"https:\/\/depts.washington.edu\/pandemicalliance\/2020\/03\/02\/prediction-of-survival-for-severe-covid-19-patients-with-three-clinical-features-development-of-a-machine-learning-based-prognostic-model-with-clinical-data-in-wuhan\/\">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-4769","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\/4769","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=4769"}],"version-history":[{"count":1,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts\/4769\/revisions"}],"predecessor-version":[{"id":4770,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/posts\/4769\/revisions\/4770"}],"wp:attachment":[{"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/media?parent=4769"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/categories?post=4769"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/tags?post=4769"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/depts.washington.edu\/pandemicalliance\/wp-json\/wp\/v2\/topic?post=4769"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}