{"id":97,"date":"2018-08-21T17:04:30","date_gmt":"2018-08-21T22:04:30","guid":{"rendered":"https:\/\/my.vanderbilt.edu\/janosmathe\/?page_id=97"},"modified":"2018-08-22T16:46:45","modified_gmt":"2018-08-22T21:46:45","slug":"immunization-content-management","status":"publish","type":"page","link":"https:\/\/my.vanderbilt.edu\/janosmathe\/projects\/immunization-content-management\/","title":{"rendered":"Immunization Content Management"},"content":{"rendered":"<p><font size=\"2\">Edited on 2018-08-22<\/font><\/p>\n<h2>Project Summary<\/h2>\n<div style=\"text-align: justify\">\nImmunizations are one of the most cost-effective interventions for preventing morbidity and mortality. As vaccines, related clinical knowledge and requirements change, clinical applications must be updated in a timely manner to avoid practicing outdated medicine.<\/p>\n<p>We use the Centers for Disease Control and Prevention (CDC) as a source for immunization knowledge for our Clinical Information Systems (CIS). After identifying knowledge management related gaps in the CDC\u2019s content and email notification service, we utilized our knowledge management tool chain \u2013 called <a href=\"https:\/\/my.vanderbilt.edu\/janosmathe\/projects\/comet\/\">COMET<\/a> \u2013 for facilitating automatic processing of the available immunization content to implement mature knowledge life-cycle management practices locally.<\/p>\n<p>The implemented features include error and change tracking, content discovery and analytics, and tracking of dependencies to dependent downstream CISs. We demonstrate the creation of a tool that enables content curators to visualize, track, and implement immunization changes.\n<\/p><\/div>\n<p style=\"text-align: center\"><em>Example content query visualized via OrientDB\u2019s graph editor<\/em><\/p>\n<p><a href=\"https:\/\/cdn.vanderbilt.edu\/t2-my\/my-prd\/wp-content\/uploads\/sites\/1384\/2018\/08\/CDC-Vaccine-Domain.png\"><img decoding=\"async\" class=\"aligncenter size-full wp-image-65\" src=\"https:\/\/cdn.vanderbilt.edu\/t2-my\/my-prd\/wp-content\/uploads\/sites\/1384\/2018\/08\/CDC-Vaccine-Domain.png\" alt=\"Example immunization content query visualized via OrientDB\u2019s graph editor\" \/><\/a><\/p>\n<h2>Contribution<\/h2>\n<ul>\n<li style=\"text-align: justify\">\n<div>Domain analysis, documentation<\/div>\n<\/li>\n<li style=\"text-align: justify\">\n<div>Solution architecture design<\/div>\n<\/li>\n<li style=\"text-align: justify\">\n<div>Domain model development<\/div>\n<\/li>\n<li style=\"text-align: justify\">\n<div>ETL implementation to OrientDB graph database<\/div>\n<\/li>\n<li style=\"text-align: justify\">\n<div>Timeline visualization tool implementation to show the evolution of the ETL execution results<\/div>\n<\/li>\n<li style=\"text-align: justify\">\n<div>Design and implementation of a multi-dimensional versioning method for asset change tracking<\/div>\n<\/li>\n<\/ul>\n<h2>Publications<\/h2>\n<p><strong>Mathe, J.L.<\/strong>; Nelson, S.D.; Weinberg, S.T.; Lehmann, C.U.; Nadas, A.; Weitkamp, A.O. <font color=\"#009922\">Leveraging Knowledge Representation to Maintain Immunization Clinical Decision Support<\/font>, in: Proceedings of the AMIA Annual Symposium. Presented at the American Medical Informatics Association Annual Symposium Proceedings (AMIA Symposium), San Francisco, CA <strong>2018<\/strong>.<\/p>\n<p>Wen, H.; <strong>Mathe, J.L.<\/strong>; Weinberg, S.T.; Weitkamp, A.O.; Nelson, S.D. <font color=\"#009922\">A single source of truth for knowledge management of immunization content<\/font>. American Journal of Health-System Pharmacy (AJHP): Official Journal of the American Society of Health-System Pharmacists, Residents Edition <strong>2018<\/strong>.<\/p>\n<p><strong>Mathe, J.L.<\/strong> <a href=\"https:\/\/mediasite.vanderbilt.edu\/Mediasite\/Play\/e1376a0fe5714dfea0ea8faba733681d1d\"><font color=\"#009922\">Practical Knowledge Engineering for Clinical Decision Support<\/font><\/a>. Presented at the Biomedical Informatics Seminar, Vanderbilt University <strong>2018<\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Edited on 2018-08-22 Project Summary Immunizations are one of the most cost-effective interventions for preventing morbidity and mortality. As vaccines, related clinical knowledge and requirements change, clinical applications must be updated in a timely manner to avoid practicing outdated medicine. We use the Centers for Disease Control and Prevention (CDC) as a source for immunization&#8230;<\/p>\n","protected":false},"author":2793,"featured_media":159,"parent":41,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"footnotes":""},"tags":[],"class_list":["post-97","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/pages\/97","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/users\/2793"}],"replies":[{"embeddable":true,"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/comments?post=97"}],"version-history":[{"count":16,"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/pages\/97\/revisions"}],"predecessor-version":[{"id":267,"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/pages\/97\/revisions\/267"}],"up":[{"embeddable":true,"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/pages\/41"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/media\/159"}],"wp:attachment":[{"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/media?parent=97"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/my.vanderbilt.edu\/janosmathe\/wp-json\/wp\/v2\/tags?post=97"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}