{"id":14440,"date":"2021-05-06T17:27:26","date_gmt":"2021-05-06T17:27:26","guid":{"rendered":"https:\/\/hlrnet.com\/sites\/gzorg\/?p=14440"},"modified":"2021-05-06T17:27:26","modified_gmt":"2021-05-06T17:27:26","slug":"acute-exacerbation-of-a-chronic-obstructive-pulmonary-disease-prediction-system-using-wearable-device-data-machine-learning-and-deep-learning-development-and-cohort-study","status":"publish","type":"post","link":"https:\/\/hlrnet.com\/sites\/gzorg\/acute-exacerbation-of-a-chronic-obstructive-pulmonary-disease-prediction-system-using-wearable-device-data-machine-learning-and-deep-learning-development-and-cohort-study\/","title":{"rendered":"Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study"},"content":{"rendered":"<p>Wu C, Li G, Huang C, Cheng Y, Chen C, Chien J, Kuo P, Kuo L, Lai F<br \/>\nAcute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study<br \/>\nJMIR Mhealth Uhealth 2021;9(5):e22591<br \/>\nURL: <a href=\"https:\/\/mhealth.jmir.org\/2021\/5\/e22591\" class=\"autohyperlink\">mhealth.jmir.org\/2021\/5\/e22591<\/a><br \/>\nDOI: 10.2196\/22591<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Wu C, Li G, Huang C, Cheng Y, Chen C, Chien J, Kuo P, Kuo L, Lai F Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study JMIR Mhealth Uhealth 2021;9(5):e22591 URL: <a href=\"http:\/\/mhealth.jmir.org\/2021\/5\/e22591\" class=\"autohyperlink\">mhealth.jmir.org\/2021\/5\/e22591<\/a> DOI: 10.2196\/22591<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_wp_rev_ctl_limit":""},"categories":[43,39,1,46,64,56],"tags":[],"class_list":["post-14440","post","type-post","status-publish","format-standard","hentry","category-diagnose-en-opvolging","category-e-health","category-interessantnieuws","category-verpleegkunde-interessantnieuws","category-wearables","category-wetenschappelijke-publicaties"],"publishpress_future_action":{"enabled":false,"date":"2026-05-01 14:22:34","action":"delete","newStatus":"draft","terms":[],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/hlrnet.com\/sites\/gzorg\/wp-json\/wp\/v2\/posts\/14440","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hlrnet.com\/sites\/gzorg\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hlrnet.com\/sites\/gzorg\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hlrnet.com\/sites\/gzorg\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/hlrnet.com\/sites\/gzorg\/wp-json\/wp\/v2\/comments?post=14440"}],"version-history":[{"count":1,"href":"https:\/\/hlrnet.com\/sites\/gzorg\/wp-json\/wp\/v2\/posts\/14440\/revisions"}],"predecessor-version":[{"id":14441,"href":"https:\/\/hlrnet.com\/sites\/gzorg\/wp-json\/wp\/v2\/posts\/14440\/revisions\/14441"}],"wp:attachment":[{"href":"https:\/\/hlrnet.com\/sites\/gzorg\/wp-json\/wp\/v2\/media?parent=14440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hlrnet.com\/sites\/gzorg\/wp-json\/wp\/v2\/categories?post=14440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hlrnet.com\/sites\/gzorg\/wp-json\/wp\/v2\/tags?post=14440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}