{"id":181200,"date":"2024-01-23T14:27:47","date_gmt":"2024-01-23T20:27:47","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/01\/practical-challenges-for-precision-medicine"},"modified":"2024-01-23T14:27:47","modified_gmt":"2024-01-23T20:27:47","slug":"practical-challenges-for-precision-medicine","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/01\/practical-challenges-for-precision-medicine","title":{"rendered":"Practical challenges for precision medicine"},"content":{"rendered":"<p style=\"padding-right: 20px\"><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/practical-challenges-for-precision-medicine3.jpg\"><\/a><\/p>\n<p>MachineLearning clinical prediction models fail to generalize across trial data, a new <i>Science<\/i> study finds. The results \u201crequire reexamination of the practical challenges that precision medicine is facing.\u201d Learn more in a new <i>Science<\/i> Perspective:<\/p>\n<hr>\n<p>The prediction of individual treatment responses with machine learning faces hurdles.<\/p>\n<p><a href=\"https:\/\/www.science.org\/doi\/10.1126\/science.adm9218#con\"> Frederike H. Petzschner<\/a> <a href=\"mailto:frederike_petzschner@brown.edu\" property=\"email\" aria-label=\"Email address\">frederike_petzschner@brown.edu<\/a> <a href=\"https:\/\/www.science.org\/doi\/10.1126\/science.adm9218#tab-contributors\" class=\"\">Authors Info &amp; Affiliations<\/a><\/p>\n<p><i>Science<\/i>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>MachineLearning clinical prediction models fail to generalize across trial data, a new Science study finds. The results \u201crequire reexamination of the practical challenges that precision medicine is facing.\u201d Learn more in a new Science Perspective: The prediction of individual treatment responses with machine learning faces hurdles. Frederike H. Petzschner frederike_petzschner@brown.edu Authors Info &amp; Affiliations Science.<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,6],"tags":[],"class_list":["post-181200","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/181200","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\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=181200"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/181200\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=181200"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=181200"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=181200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}