{"id":5858,"date":"2022-05-18T01:30:32","date_gmt":"2022-05-18T05:30:32","guid":{"rendered":"https:\/\/www.med.unc.edu\/ppmh\/?p=5858"},"modified":"2023-09-19T12:48:02","modified_gmt":"2023-09-19T16:48:02","slug":"machine-learning-tools-precision-medicine-in-clinical-research","status":"publish","type":"post","link":"https:\/\/www.med.unc.edu\/ppmh\/2022\/05\/machine-learning-tools-precision-medicine-in-clinical-research\/","title":{"rendered":"Machine Learning Tools &#038; Precision Medicine in Clinical Research"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-5856  aligncenter\" src=\"https:\/\/www.med.unc.edu\/ppmh\/wp-content\/uploads\/sites\/1356\/2023\/02\/banner-Machine-Learning-series-May2022.png\" alt=\"\" width=\"827\" height=\"258\" srcset=\"https:\/\/www.med.unc.edu\/ppmh\/wp-content\/uploads\/sites\/1356\/2023\/02\/banner-Machine-Learning-series-May2022.png 640w, https:\/\/www.med.unc.edu\/ppmh\/wp-content\/uploads\/sites\/1356\/2023\/02\/banner-Machine-Learning-series-May2022-300x94.png 300w, https:\/\/www.med.unc.edu\/ppmh\/wp-content\/uploads\/sites\/1356\/2023\/02\/banner-Machine-Learning-series-May2022-600x188.png 600w\" sizes=\"auto, (max-width: 827px) 100vw, 827px\" \/><\/p>\n<p class=\"lead\"><a href=\"https:\/\/uncch.hosted.panopto.com\/Panopto\/Pages\/Viewer.aspx?id=f85d973d-d7ae-4259-86e5-ae99014ed993\">Machine Learning Tools for Clinical Researchers: Machine Learning Tools &amp; Precision Medicine in Clinical Research Mini-Symposium<\/a><\/p>\n<p><strong>Presenters at the May 18, 2022 Mini-Symposium:<\/strong><\/p>\n<ul>\n<li><a href=\"http:\/\/jsperger.com\/\">John Sperger<\/a>: Precision medicine overview and SMART trial designs and how those can be used with ML methods to infer precision medicine decision support\n<ul>\n<li>Graduate student, Department of Biostatistics<\/li>\n<\/ul>\n<\/li>\n<li><a href=\"https:\/\/www.med.unc.edu\/surgery\/vasc\/directory\/katharine-mcginigle-md\/\">Katharine McGinigle MD\/MPH<\/a> &amp; <a href=\"https:\/\/www.nikkifreeman.com\/about.html\">Nikki Freeman<\/a>: Precision medicine machine learning analytics to improve PAD treatment decisions and outcomes\n<ul>\n<li>Associate Professor, Department of Surgery (McGinigle) and Graduate student, Department of Biostatistics (Freeman)<\/li>\n<\/ul>\n<\/li>\n<li><a href=\"https:\/\/www.med.unc.edu\/pediatrics\/directory\/adamsmc\/\">Michael Adams MD<\/a> &amp; <a href=\"https:\/\/www.linkedin.com\/in\/kushalshah96\/\">Kushal Shah<\/a>: Machine learning with EHR data: Addressing diagnostic odysseys among pediatric patients with rare genetic diseases\n<ul>\n<li>Clinical Fellow, School of Medicine, Department of Pediatrics (Adams) and Graduate student, Department of Biostatistics (Shah)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Presenters at the May 18, 2022 Mini-Symposium: John Sperger: Precision medicine overview and SMART trial designs and how those can be used with ML methods to infer precision medicine decision support Graduate student, Department of Biostatistics Katharine McGinigle MD\/MPH &amp; Nikki Freeman: Precision medicine machine learning analytics to improve PAD treatment decisions and outcomes Associate &hellip; <a href=\"https:\/\/www.med.unc.edu\/ppmh\/2022\/05\/machine-learning-tools-precision-medicine-in-clinical-research\/\" aria-label=\"Read more about Machine Learning Tools &#038; Precision Medicine in Clinical Research\">Read more<\/a><\/p>\n","protected":false},"author":112631,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"layout":"","cellInformation":"","apiCallInformation":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[38],"tags":[],"class_list":["post-5858","post","type-post","status-publish","format-standard","hentry","category-symposia","odd"],"acf":[],"featured_image":false,"featured_image_medium":false,"featured_image_medium_large":false,"featured_image_large":false,"featured_image_thumbnail":false,"featured_image_alt":false,"category_details":[{"name":"Symposia","link":"https:\/\/www.med.unc.edu\/ppmh\/category\/symposia\/"}],"tag_details":[],"_links_to":[],"_links_to_target":[],"_links":{"self":[{"href":"https:\/\/www.med.unc.edu\/ppmh\/wp-json\/wp\/v2\/posts\/5858","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.med.unc.edu\/ppmh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.med.unc.edu\/ppmh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.med.unc.edu\/ppmh\/wp-json\/wp\/v2\/users\/112631"}],"replies":[{"embeddable":true,"href":"https:\/\/www.med.unc.edu\/ppmh\/wp-json\/wp\/v2\/comments?post=5858"}],"version-history":[{"count":0,"href":"https:\/\/www.med.unc.edu\/ppmh\/wp-json\/wp\/v2\/posts\/5858\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.med.unc.edu\/ppmh\/wp-json\/wp\/v2\/media?parent=5858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.med.unc.edu\/ppmh\/wp-json\/wp\/v2\/categories?post=5858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.med.unc.edu\/ppmh\/wp-json\/wp\/v2\/tags?post=5858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}