{"id":12692,"date":"2005-01-01T00:00:00","date_gmt":"2005-01-01T08:00:00","guid":{"rendered":"https:\/\/www.hmc.edu\/clinic\/2005\/automated-analysis-of-gene-expression-data\/"},"modified":"2005-01-01T00:00:00","modified_gmt":"2005-01-01T08:00:00","slug":"automated-analysis-of-gene-expression-data","status":"publish","type":"post","link":"https:\/\/www.hmc.edu\/clinic\/2005\/automated-analysis-of-gene-expression-data\/","title":{"rendered":"Automated Analysis of Gene Expression Data"},"content":{"rendered":"<h2 class=\"project-sponsor-dept-year\"><span class=\"project-sponsor\">Applied Biosystems<\/span> <span class=\"project-dept-year\">Mathematics, 2004-05<\/span><\/h2>\n<div class=\"project-team\">\n<p><strong>Liaison(s):<\/strong> Kenneth Livak &#8217;74,  Mark Wechser<br \/>\n<strong>Advisor(s):<\/strong> Henry Krieger<br \/>\n<strong>Students(s):<\/strong> Kevin Krogh (PM),  Jefferey Brenion,  Theresa Poindexter,  Ryan Riegel<\/p>\n<\/div>\n<div class=\"project-abstract\">\n<p>Analysis of gene expression data can help identify genes that reliably classify patients into groups corresponding to disease variants. This analysis can be difficult for researchers not formally trained in statistics. We describe our work toward the development of an algorithm that automates this analysis. The team explored methods such as principal component analysis, discriminant analysis, and the use of ratios of gene expression levels.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Applied Biosystems Mathematics, 2004-05 Liaison(s): Kenneth Livak &#8217;74, Mark Wechser Advisor(s): Henry Krieger Students(s): Kevin Krogh (PM), Jefferey Brenion, Theresa [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[185],"tags":[443],"class_list":["post-12692","post","type-post","status-publish","format-standard","hentry","category-mathematics","tag-applied-biosystems"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12692","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/comments?post=12692"}],"version-history":[{"count":0,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/posts\/12692\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/media?parent=12692"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/categories?post=12692"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hmc.edu\/clinic\/wp-json\/wp\/v2\/tags?post=12692"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}