{"id":6663,"date":"2019-12-20T08:05:11","date_gmt":"2019-12-20T08:05:11","guid":{"rendered":"http:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663"},"modified":"2019-12-20T20:38:28","modified_gmt":"2019-12-20T20:38:28","slug":"doctoral-student-applies-deep-learning-to-biomedical-data-for-google-summer-of-code-project","status":"publish","type":"post","link":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663","title":{"rendered":"Doctoral student applies deep learning to biomedical data for Google Summer of Code project"},"content":{"rendered":"\n<p>Auburn Engineering doctoral student Ye Wang was chosen to participate in the Google Summer of Code, a global program that allows students to immerse themselves in open-source software development.&nbsp;<\/p>\n\n\n\n<p>Wang worked alongside two mentors on a software project titled \u201cTree-regularized convolutional Neural Network (tCNN) for microbiome-based prediction.\u201d Wang\u2019s research focuses on deep learning, a subset of artificial intelligence and machine learning, and its application in biomedical data, particularly for large-scale omics data and population-based epidemiological data.&nbsp;<\/p>\n\n\n\n<p>With the development and decreasing cost of next-generation sequencing technologies, the study of the human microbiome has become a growing research field as it can be applied to large clinical applications such as drug response predictions, patient stratification and disease diagnosis. Wang\u2019s summer project aimed to improve this field and bolster his doctoral research in hopes of being published in a future conference.&nbsp;<\/p>\n\n\n\n<p>Since its inception in 2005, the Google Summer of Code program has brought together more than 14,000 student participants with 24,000 mentors from more than 118 countries.&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Auburn Engineering doctoral student Ye Wang was chosen to participate in the Google Summer of Code, a global program that allows students to immerse themselves in open-source software development. <\/p>\n","protected":false},"author":36,"featured_media":6664,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Doctoral student applies deep learning to biomedical data for Google Summer of Code project &raquo; Auburn Engineer<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Doctoral student applies deep learning to biomedical data for Google Summer of Code project &raquo; Auburn Engineer\" \/>\n<meta property=\"og:description\" content=\"Auburn Engineering doctoral student Ye Wang was chosen to participate in the Google Summer of Code, a global program that allows students to immerse themselves in open-source software development.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663\" \/>\n<meta property=\"og:site_name\" content=\"Auburn Engineer\" \/>\n<meta property=\"article:published_time\" content=\"2019-12-20T08:05:11+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-12-20T20:38:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/files\/2019\/12\/li-chen-and-ye-wang-wide.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Chris Anthony\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Chris Anthony\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663\",\"url\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663\",\"name\":\"Doctoral student applies deep learning to biomedical data for Google Summer of Code project &raquo; Auburn Engineer\",\"isPartOf\":{\"@id\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/#website\"},\"datePublished\":\"2019-12-20T08:05:11+00:00\",\"dateModified\":\"2019-12-20T20:38:28+00:00\",\"author\":{\"@id\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/#\/schema\/person\/67fb504191c837e5bafcf75823f64f0e\"},\"breadcrumb\":{\"@id\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Doctoral student applies deep learning to biomedical data for Google Summer of Code project\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/#website\",\"url\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/\",\"name\":\"Auburn Engineer\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/#\/schema\/person\/67fb504191c837e5bafcf75823f64f0e\",\"name\":\"Chris Anthony\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/aaca01bf696cb00e540ef90b5480e514?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/aaca01bf696cb00e540ef90b5480e514?s=96&d=mm&r=g\",\"caption\":\"Chris Anthony\"},\"url\":\"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?author=36\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Doctoral student applies deep learning to biomedical data for Google Summer of Code project &raquo; Auburn Engineer","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663","og_locale":"en_US","og_type":"article","og_title":"Doctoral student applies deep learning to biomedical data for Google Summer of Code project &raquo; Auburn Engineer","og_description":"Auburn Engineering doctoral student Ye Wang was chosen to participate in the Google Summer of Code, a global program that allows students to immerse themselves in open-source software development.","og_url":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663","og_site_name":"Auburn Engineer","article_published_time":"2019-12-20T08:05:11+00:00","article_modified_time":"2019-12-20T20:38:28+00:00","og_image":[{"width":1280,"height":720,"url":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/files\/2019\/12\/li-chen-and-ye-wang-wide.jpg","type":"image\/jpeg"}],"author":"Chris Anthony","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Chris Anthony","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663","url":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663","name":"Doctoral student applies deep learning to biomedical data for Google Summer of Code project &raquo; Auburn Engineer","isPartOf":{"@id":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/#website"},"datePublished":"2019-12-20T08:05:11+00:00","dateModified":"2019-12-20T20:38:28+00:00","author":{"@id":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/#\/schema\/person\/67fb504191c837e5bafcf75823f64f0e"},"breadcrumb":{"@id":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?p=6663#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/ecm.eng.auburn.edu\/wp\/emag"},{"@type":"ListItem","position":2,"name":"Doctoral student applies deep learning to biomedical data for Google Summer of Code project"}]},{"@type":"WebSite","@id":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/#website","url":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/","name":"Auburn Engineer","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/#\/schema\/person\/67fb504191c837e5bafcf75823f64f0e","name":"Chris Anthony","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/aaca01bf696cb00e540ef90b5480e514?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/aaca01bf696cb00e540ef90b5480e514?s=96&d=mm&r=g","caption":"Chris Anthony"},"url":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/?author=36"}]}},"_links":{"self":[{"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=\/wp\/v2\/posts\/6663"}],"collection":[{"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=\/wp\/v2\/users\/36"}],"replies":[{"embeddable":true,"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=6663"}],"version-history":[{"count":2,"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=\/wp\/v2\/posts\/6663\/revisions"}],"predecessor-version":[{"id":6921,"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=\/wp\/v2\/posts\/6663\/revisions\/6921"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=\/wp\/v2\/media\/6664"}],"wp:attachment":[{"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6663"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6663"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ecm.eng.auburn.edu\/wp\/emag\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6663"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}