{"id":3675,"date":"2021-07-29T16:24:38","date_gmt":"2021-07-29T20:24:38","guid":{"rendered":"https:\/\/www.yorku.ca\/dighr\/?p=3675"},"modified":"2025-07-08T09:49:00","modified_gmt":"2025-07-08T13:49:00","slug":"new-publication-leveraging-artificial-intelligence-and-big-data-to-optimize-covid-19-clinical-public-health-and-vaccination-roll-out-strategies-in-africa","status":"publish","type":"post","link":"https:\/\/www.yorku.ca\/dighr\/new-publication-leveraging-artificial-intelligence-and-big-data-to-optimize-covid-19-clinical-public-health-and-vaccination-roll-out-strategies-in-africa\/","title":{"rendered":"New Publication - Leveraging Artificial Intelligence and Big Data to Optimize COVID-19 Clinical Public Health and Vaccination Roll-Out Strategies in Africa"},"content":{"rendered":"\n<p>COVID-19 is imposing massive health, social and economic costs. While many developed countries have started vaccinating, most African nations are waiting for vaccine stocks to be allocated and are using clinical public health (CPH) strategies to control the pandemic. The emergence of variants of concern (VOC), unequal access to the vaccine supply and locally specific logistical and vaccine delivery parameters, add complexity to national CPH strategies and amplify the urgent need for effective CPH policies. Big data and artificial intelligence machine learning techniques and collaborations can be instrumental in an accurate, timely, locally nuanced analysis of multiple data sources to inform CPH decision-making, vaccination strategies and their staged roll-out. The Africa-Canada Artificial Intelligence and Data Innovation Consortium (ACADIC) led by <strong>Dr. Jude Kong<\/strong> has been established to develop and employ machine learning techniques to design CPH strategies in Africa, which requires ongoing collaboration, testing and development to maximize the equity and effectiveness of COVID-19-related CPH interventions.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-horizontal is-content-justification-space-between is-layout-flex wp-container-core-buttons-is-layout-9262d1ff wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-background wp-element-button\" href=\"https:\/\/www.mdpi.com\/1660-4601\/18\/15\/7890\/htm\" style=\"background-color:#224470\">Access Full Publication<\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>COVID-19 is imposing massive health, social and economic costs. While many developed countries have started vaccinating, most African nations are waiting for vaccine stocks to be allocated and are using clinical public health (CPH) strategies to control the pandemic. The emergence of variants of concern (VOC), unequal access to the vaccine supply and locally specific [&hellip;]<\/p>\n","protected":false},"author":317,"featured_media":14277,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","footnotes":""},"categories":[364,27,38],"tags":[],"research-theme":[18],"stage":[44],"relationship":[62,63],"class_list":["post-3675","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hotp","category-news","category-research","research-theme-humanitarianism","stage-active","relationship-external","relationship-internal"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>New Publication - Leveraging Artificial Intelligence and Big Data to Optimize COVID-19 Clinical Public Health and Vaccination Roll-Out Strategies in Africa - Dahdaleh Institute for Global Health Research<\/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:\/\/www.yorku.ca\/dighr\/new-publication-leveraging-artificial-intelligence-and-big-data-to-optimize-covid-19-clinical-public-health-and-vaccination-roll-out-strategies-in-africa\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New Publication - Leveraging Artificial Intelligence and Big Data to Optimize COVID-19 Clinical Public Health and Vaccination Roll-Out Strategies in Africa - Dahdaleh Institute for Global Health Research\" \/>\n<meta property=\"og:description\" content=\"COVID-19 is imposing massive health, social and economic costs. While many developed countries have started vaccinating, most African nations are waiting for vaccine stocks to be allocated and are using clinical public health (CPH) strategies to control the pandemic. The emergence of variants of concern (VOC), unequal access to the vaccine supply and locally specific [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.yorku.ca\/dighr\/new-publication-leveraging-artificial-intelligence-and-big-data-to-optimize-covid-19-clinical-public-health-and-vaccination-roll-out-strategies-in-africa\/\" \/>\n<meta property=\"og:site_name\" content=\"Dahdaleh Institute for Global Health Research\" \/>\n<meta property=\"article:published_time\" content=\"2021-07-29T20:24:38+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-08T13:49:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.yorku.ca\/dighr\/wp-content\/uploads\/sites\/181\/2021\/07\/Jude-Kong-et-al.-2021-HOTP.png\" \/>\n\t<meta property=\"og:image:width\" content=\"409\" \/>\n\t<meta property=\"og:image:height\" content=\"547\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"thedinh\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"thedinh\" \/>\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\":\"Article\",\"@id\":\"https:\\\/\\\/www.yorku.ca\\\/dighr\\\/new-publication-leveraging-artificial-intelligence-and-big-data-to-optimize-covid-19-clinical-public-health-and-vaccination-roll-out-strategies-in-africa\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.yorku.ca\\\/dighr\\\/new-publication-leveraging-artificial-intelligence-and-big-data-to-optimize-covid-19-clinical-public-health-and-vaccination-roll-out-strategies-in-africa\\\/\"},\"author\":{\"name\":\"thedinh\",\"@id\":\"https:\\\/\\\/www.yorku.ca\\\/dighr\\\/#\\\/schema\\\/person\\\/1bd63a2ca86796cef829c9c9abe38294\"},\"headline\":\"New Publication - 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