{"id":27,"date":"2018-03-06T20:29:32","date_gmt":"2018-03-06T20:29:32","guid":{"rendered":"http:\/\/199.26.254.172\/?page_id=27"},"modified":"2020-04-18T15:34:12","modified_gmt":"2020-04-18T19:34:12","slug":"methods","status":"publish","type":"page","link":"https:\/\/covid-19.stcenter.net\/index.php\/methods\/","title":{"rendered":"Methods and Tools"},"content":{"rendered":"<h4>A list of methods and tools are being collected for analyzing COVID-19 data, a cloud platform is being setup with open access to serve your research needs on COVID-19. <\/h4>\n\n\n\n<p>Please <a rel=\"noreferrer noopener\" aria-label=\" (opens in a new tab)\" href=\"https:\/\/forms.office.com\/Pages\/ResponsePage.aspx?id=VXKFnlffR0ygwAVGRgOAyyDYzKOrpBBEl0ds9-5AO2tUQU4zQUQ5Vk9aTDkxVEZRVllRQkdIUVc5SC4u\" target=\"_blank\">fill out the form<\/a> if the tool you need is not on the list below. <\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\" table table-hover\"><tbody><tr><td><strong>Modular   Capabilities<\/strong><\/td><td><strong>Example AI algorithms<\/strong><\/td><td><strong>Analytical Objective<\/strong><\/td><td><strong>Example<\/strong><\/td><td><strong>Code<\/strong><\/td><\/tr><tr><td>Policy\n  analysis<\/td><td>Impact of international travel and border\n  control measures on the global spread of the novel 2019 Coronavirus outbreak\n  (Wells et al., 2020)<\/td><td>Evaluate the impact of policy&nbsp;to the\n  spread of COVID-19<\/td><td><a href=\"http:\/\/dl.dropboxusercontent.com\/s\/4jyxn9grdpnsmmg\/policy%20analysis.mp4\" target=\"_blank\" rel=\"noreferrer noopener\">demo<\/a><\/td><td><a href=\"https:\/\/github.com\/WellsRC\/Coronavirus-2019\" target=\"_blank\" rel=\"noreferrer noopener\">code<\/a><\/td><\/tr><tr><td>Environmental\n  factor analysis<\/td><td>Establish the role of absolute\n  humidity on transmission rates of the COVID-19 outbreak<\/td><td>Estimate the role of environmental factors on\n  transmission of COVID-19<\/td><td><a href=\"https:\/\/github.com\/stccenter\/COVID-19\/blob\/master\/analysis\/enviroment%20factors\/absolute_humidity.ipynb\" target=\"_blank\" rel=\"noreferrer noopener\">demo<\/a><\/td><td>&nbsp;<\/td><\/tr><tr><td>Disease spread\n  patterns<\/td><td>Spatial and temporal clustering algorithm\n  (DB-SCAN and ST-DBSCAN) Spatiotemporal event detection and tracking\n  (Yu&nbsp;et al., 2017, 2018)<\/td><td>Detect the COVID-19 confirmed, recovered and\n  dead cases hotspot considering spatial and temporal features to learn disease\n  transmission pattern<\/td><td><a href=\"http:\/\/dl.dropboxusercontent.com\/s\/mcnjc5jn1wdp8xm\/hotspot%20analysis.mp4\" target=\"_blank\" rel=\"noreferrer noopener\">demo<\/a><\/td><td><\/td><\/tr><tr><td>Sentiment\n  analysis&nbsp;<\/td><td>LSA, CNN, Topic model<\/td><td>Monitor public sentiment from tweets for\n  disease surveillance<\/td><td>&nbsp;<\/td><td>&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure><p><\/p>","protected":false},"excerpt":{"rendered":"<p>A list of methods and tools are being collected for analyzing COVID-19 data, a cloud platform is being setup with open access to serve your research needs on COVID-19. Please fill out the form if the tool you need is not on the list below. Modular Capabilities Example AI algorithms Analytical Objective Example Code Policy<\/p>\n<div><a class=\"btn-filled btn\" href=\"https:\/\/covid-19.stcenter.net\/index.php\/methods\/\" title=\"Methods and Tools\">Read More<\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages\/27"}],"collection":[{"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/comments?post=27"}],"version-history":[{"count":85,"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages\/27\/revisions"}],"predecessor-version":[{"id":1702,"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/pages\/27\/revisions\/1702"}],"wp:attachment":[{"href":"https:\/\/covid-19.stcenter.net\/index.php\/wp-json\/wp\/v2\/media?parent=27"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}