{"id":3904,"date":"2021-09-13T15:58:59","date_gmt":"2021-09-13T13:58:59","guid":{"rendered":"https:\/\/eticasfoundation.org\/https-eticasfoundation-org-algorithms-case-predicting-patients-readmission-in-hospitals-queensland\/"},"modified":"2021-09-14T20:20:25","modified_gmt":"2021-09-14T18:20:25","slug":"predicting-patients-readmission-in-hospitals-queensland","status":"publish","type":"post","link":"https:\/\/dev.eticasfoundation.org\/es\/predicting-patients-readmission-in-hospitals-queensland\/","title":{"rendered":"Predicting hospital patient readmission"},"content":{"rendered":"<p><img loading=\"lazy\" width=\"800\" height=\"488\" src=\"https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/10\/14-1024x625.jpg\" alt=\"\" srcset=\"https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/10\/14-1024x625.jpg 1024w, https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/10\/14-300x183.jpg 300w, https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/10\/14-768x469.jpg 768w, https:\/\/eticasfoundation.org\/algorithms\/wp-content\/uploads\/2019\/10\/14.jpg 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<p>For most hospitals, a relatively small group of patients with chronic conditions make up a disproportionate amount of medical costs. One study attempted to determine if an algorithm (in this case, logistic multivariate regression) based on routine inpatient data could be used to identify the at-risk patients who are more likely to be readmitted and form this chronic patient group (Howell, Coory, Martin and Duckett 2009). The model only &#8216;performed moderately&#8217;; plagued by false negatives, the system over aggressively denied benefits from many patients who should receive them (ibid). Researchers concluded that a statistical algorithm should never serve as a unilateral means of identifying at-risk patients. However, the model might be useful for identifying patients who could use closer clinical inspection.<\/p>","protected":false},"excerpt":{"rendered":"<p>For most hospitals, a relatively small group of patients with chronic conditions make up a disproportionate amount of medical costs. One study attempted to determine if an algorithm (in this case, logistic multivariate regression) based on routine inpatient data could be used to identify the at-risk patients who are more likely to be readmitted and [&hellip;]<\/p>","protected":false},"author":1,"featured_media":4245,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.5.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Predicting hospital patient readmission - Eticas Foundation<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dev.eticasfoundation.org\/es\/predicting-patients-readmission-in-hospitals-queensland\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Predicting hospital patient readmission - Eticas Foundation\" \/>\n<meta property=\"og:description\" content=\"For most hospitals, a relatively small group of patients with chronic conditions make up a disproportionate amount of medical costs. 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