{"id":2669,"date":"2020-06-09T00:49:28","date_gmt":"2020-06-09T05:49:28","guid":{"rendered":"https:\/\/datascience.uchicago.edu\/?post_type=pt_people&#038;p=2669"},"modified":"2021-05-05T17:01:51","modified_gmt":"2021-05-05T22:01:51","slug":"bradie-ferguson","status":"publish","type":"pt_people","link":"https:\/\/datascience.uchicago.edu\/people\/bradie-ferguson\/","title":{"rendered":"Bradie Ferguson"},"content":{"rendered":"<p><strong>Project:\u00a0<\/strong><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Radiomic Texture Analysis of Immunofluorescence Images of Lupus Nephritis Biopsies to Predict Patient Progression to End Stage Renal Disease&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:769,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:3,&quot;12&quot;:0}\">Radiomic Texture Analysis of Immunofluorescence Images of Lupus Nephritis Biopsies to Predict Patient Progression to End Stage Renal Disease<\/span><\/p>\n<p><strong>Mentor:<\/strong> <a href=\"https:\/\/radiology.uchicago.edu\/faculty\/maryellen-l-giger-phd\">Maryellen Giger<\/a>, Department of Radiology<\/p>\n<p><strong>Research Area Keywords:<\/strong> Machine Learning &amp; AI \/\/ Image Analysis \/\/ Medicine &amp; Health<\/p>\n<p><b>Project Description:\u00a0<\/b><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Bradie Ferguson is a pre-med senior at the University of Washington studying bioengineering and chemistry. This summer, she continued work with Drs. Maryellen Giger and Madeleine Durkee on an image analysis project on microscopic images of lupus nephritis biopsies. The goal was to create a multi-feature classifier that can distinguish between patients that progressed to end stage renal disease (ESRD+) and those that did not progress (ESRD-). To accomplish this, radiomic texture analysis was utilized with future plans of using machine learning.&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:1049345,&quot;3&quot;:{&quot;1&quot;:0},&quot;11&quot;:4,&quot;12&quot;:0,&quot;23&quot;:1}\" data-sheets-textstyleruns=\"{&quot;1&quot;:0}\uee10{&quot;1&quot;:149,&quot;2&quot;:{&quot;2&quot;:{&quot;1&quot;:2,&quot;2&quot;:1136076},&quot;9&quot;:1}}\uee10{&quot;1&quot;:164}\uee10{&quot;1&quot;:169,&quot;2&quot;:{&quot;2&quot;:{&quot;1&quot;:2,&quot;2&quot;:1136076},&quot;9&quot;:1}}\uee10{&quot;1&quot;:185}\" data-sheets-hyperlinkruns=\"{&quot;1&quot;:149,&quot;2&quot;:&quot;https:\/\/radiology.uchicago.edu\/faculty\/maryellen-l-giger-phd&quot;}\uee10{&quot;1&quot;:164}\uee10{&quot;1&quot;:169,&quot;2&quot;:&quot;https:\/\/www.linkedin.com\/in\/madeleine-durkee-03412537\/&quot;}\uee10{&quot;1&quot;:185}\">Bradie Ferguson is a pre-med senior at the University of Washington studying bioengineering and chemistry. This summer, she continued work with Drs. <a class=\"in-cell-link\" href=\"https:\/\/radiology.uchicago.edu\/faculty\/maryellen-l-giger-phd\" target=\"_blank\" rel=\"noopener noreferrer\">Maryellen Giger<\/a> and <a class=\"in-cell-link\" href=\"https:\/\/www.linkedin.com\/in\/madeleine-durkee-03412537\/\" target=\"_blank\" rel=\"noopener noreferrer\">Madeleine Durkee<\/a> on an image analysis project on microscopic images of lupus nephritis biopsies. The goal was to create a multi-feature classifier that can distinguish between patients that progressed to end stage renal disease (ESRD+) and those that did not progress (ESRD-). To accomplish this, radiomic texture analysis was utilized with future plans of using machine learning.<\/span><\/p>\n<p><a class=\"button\" href=\"https:\/\/www.youtube.com\/watch?v=32s4-a-c6g4&amp;list=PL0IrIAIuK93E7cbGQFuGn8NWltNYDwxMh&amp;index=32\">Watch Bradie&#8217;s Video Here<\/a><\/p>\n","protected":false},"featured_media":2675,"template":"","people_type":[],"yst_prominent_words":[1061,269,141],"acf":[],"_links":{"self":[{"href":"https:\/\/datascience.uchicago.edu\/wp-json\/wp\/v2\/pt_people\/2669"}],"collection":[{"href":"https:\/\/datascience.uchicago.edu\/wp-json\/wp\/v2\/pt_people"}],"about":[{"href":"https:\/\/datascience.uchicago.edu\/wp-json\/wp\/v2\/types\/pt_people"}],"version-history":[{"count":0,"href":"https:\/\/datascience.uchicago.edu\/wp-json\/wp\/v2\/pt_people\/2669\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datascience.uchicago.edu\/wp-json\/wp\/v2\/media\/2675"}],"wp:attachment":[{"href":"https:\/\/datascience.uchicago.edu\/wp-json\/wp\/v2\/media?parent=2669"}],"wp:term":[{"taxonomy":"people_type","embeddable":true,"href":"https:\/\/datascience.uchicago.edu\/wp-json\/wp\/v2\/people_type?post=2669"},{"taxonomy":"yst_prominent_words","embeddable":true,"href":"https:\/\/datascience.uchicago.edu\/wp-json\/wp\/v2\/yst_prominent_words?post=2669"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}