{"id":164262,"date":"2023-05-19T19:52:32","date_gmt":"2023-05-20T00:52:32","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/05\/new-data-driven-algorithm-can-forecast-the-mortality-risk-for-certain-cardiac-surgery-patients"},"modified":"2023-05-19T19:52:32","modified_gmt":"2023-05-20T00:52:32","slug":"new-data-driven-algorithm-can-forecast-the-mortality-risk-for-certain-cardiac-surgery-patients","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/05\/new-data-driven-algorithm-can-forecast-the-mortality-risk-for-certain-cardiac-surgery-patients","title":{"rendered":"New data-driven algorithm can forecast the mortality risk for certain cardiac surgery patients"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/new-data-driven-algorithm-can-forecast-the-mortality-risk-for-certain-cardiac-surgery-patients2.jpg\"><\/a><\/p>\n<p>A machine learning-based method developed by a Mount Sinai research team allows medical facilities to forecast the mortality risk for certain cardiac surgery patients. The new method is the first institution-specific model for determining the risk of a cardiac patient before surgery and was developed using vast amounts of Electronic Health Data (EHR).<\/p>\n<p>Comparing the data-driven approach to the current population-derived models reveals a considerable performance improvement.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A machine learning-based method developed by a Mount Sinai research team allows medical facilities to forecast the mortality risk for certain cardiac surgery patients. The new method is the first institution-specific model for determining the risk of a cardiac patient before surgery and was developed using vast amounts of Electronic Health Data (EHR). Comparing the [\u2026]<\/p>\n","protected":false},"author":578,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,1495,41,6],"tags":[],"class_list":["post-164262","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-health","category-information-science","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/164262","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/578"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=164262"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/164262\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=164262"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=164262"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=164262"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}