{"id":2089,"date":"2023-02-13T15:43:26","date_gmt":"2023-02-13T19:43:26","guid":{"rendered":"https:\/\/wwwcp.umes.edu\/engineering\/?page_id=2089"},"modified":"2023-03-06T16:08:36","modified_gmt":"2023-03-06T20:08:36","slug":"bmen-422-machine-learning-in-biomedical-engineering","status":"publish","type":"page","link":"https:\/\/wwwcp.umes.edu\/engineering\/bmen-422-machine-learning-in-biomedical-engineering\/","title":{"rendered":"BMEN 422 Machine Learning in Biomedical Engineering"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">This course introduces fundamental concepts, methods and applications of machine learning as applied to biomedical problems. Topics to be covered include parametric and non-parametric learning algorithms, support vector machines, neural networks, clustering, clustering and principal components analysis applicable to biomedical systems.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Prerequisite:<br>ENGE 320 Statistics and Probability for Engineers<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This course introduces fundamental concepts, methods and applications of machine learning as applied to biomedical problems. Topics to be covered include parametric and non-parametric learning algorithms, support vector machines, neural networks, clustering, clustering and principal components analysis applicable to biomedical systems. Prerequisite:ENGE 320 Statistics and Probability for Engineers&#8230;<span class=\"cpschool-read-more-link-holder\"><a class=\"btn btn-basic cpschool-read-more-link\" href=\"https:\/\/wwwcp.umes.edu\/engineering\/bmen-422-machine-learning-in-biomedical-engineering\/\">Read more <span class=\"sr-only\">BMEN 422 Machine Learning in Biomedical Engineering<\/span><\/a><\/span><\/p>\n","protected":false},"author":1251,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","footnotes":""},"folder":[],"class_list":["post-2089","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/wwwcp.umes.edu\/engineering\/wp-json\/wp\/v2\/pages\/2089","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wwwcp.umes.edu\/engineering\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wwwcp.umes.edu\/engineering\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wwwcp.umes.edu\/engineering\/wp-json\/wp\/v2\/users\/1251"}],"replies":[{"embeddable":true,"href":"https:\/\/wwwcp.umes.edu\/engineering\/wp-json\/wp\/v2\/comments?post=2089"}],"version-history":[{"count":0,"href":"https:\/\/wwwcp.umes.edu\/engineering\/wp-json\/wp\/v2\/pages\/2089\/revisions"}],"wp:attachment":[{"href":"https:\/\/wwwcp.umes.edu\/engineering\/wp-json\/wp\/v2\/media?parent=2089"}],"wp:term":[{"taxonomy":"folder","embeddable":true,"href":"https:\/\/wwwcp.umes.edu\/engineering\/wp-json\/wp\/v2\/folder?post=2089"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}