{"id":14397,"date":"2020-04-20T14:49:31","date_gmt":"2020-04-20T18:49:31","guid":{"rendered":"https:\/\/www.bu.edu\/cs\/?post_type=profile&#038;p=14397"},"modified":"2025-11-09T17:03:52","modified_gmt":"2025-11-09T22:03:52","slug":"vkola","status":"publish","type":"profile","link":"https:\/\/www.bu.edu\/cs\/profiles\/vkola\/","title":{"rendered":"Vijaya Kolachalama"},"content":{"rendered":"<p><strong>Our mission is to create methods to fit the science and not make science fit the methods.<\/strong><\/p>\n<p>Specifically, we are interested in the following questions that have clinical relevance:<\/p>\n<ol>\n<li><strong>Neurodegeneration<\/strong>\u00a0\u2013 How can we develop software frameworks that can assist dementia screening in various real-world settings?<\/li>\n<li><strong>Digital pathology<\/strong>\u00a0\u2013 How can we build clinical-grade software tools to complement the pathologist workflow?<\/li>\n<\/ol>\n<p>We are also interested in the following frameworks that have computational relevance:<\/p>\n<ol>\n<li><strong>Domain generalization<\/strong>\u00a0\u2013 Development of neural networks that can generalize well across multiple data cohorts<\/li>\n<li><strong>Representation learning<\/strong>\u00a0\u2013 Construction of efficient neural models on high resolution data to process local and contextual information<\/li>\n<\/ol>\n<h4>Personal Website<\/h4>\n<p><a href=\"https:\/\/vkola-lab.github.io\">https:\/\/vkola-lab.github.io<\/a><\/p>\n","protected":false},"author":1690,"template":"","_links":{"self":[{"href":"https:\/\/www.bu.edu\/cs\/wp-json\/wp\/v2\/profile\/14397"}],"collection":[{"href":"https:\/\/www.bu.edu\/cs\/wp-json\/wp\/v2\/profile"}],"about":[{"href":"https:\/\/www.bu.edu\/cs\/wp-json\/wp\/v2\/types\/profile"}],"author":[{"embeddable":true,"href":"https:\/\/www.bu.edu\/cs\/wp-json\/wp\/v2\/users\/1690"}],"version-history":[{"count":10,"href":"https:\/\/www.bu.edu\/cs\/wp-json\/wp\/v2\/profile\/14397\/revisions"}],"predecessor-version":[{"id":22373,"href":"https:\/\/www.bu.edu\/cs\/wp-json\/wp\/v2\/profile\/14397\/revisions\/22373"}],"wp:attachment":[{"href":"https:\/\/www.bu.edu\/cs\/wp-json\/wp\/v2\/media?parent=14397"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}