{"id":751,"date":"2021-10-08T10:00:37","date_gmt":"2021-10-08T10:00:37","guid":{"rendered":"https:\/\/sites.rutgers.edu\/precision-medicine\/?p=751"},"modified":"2021-10-08T14:37:22","modified_gmt":"2021-10-08T14:37:22","slug":"intelligent-health-system-for-investigation-and-consenting-covid-19-patients-and-precision-medicine","status":"publish","type":"post","link":"https:\/\/sites.rutgers.edu\/precision-medicine\/intelligent-health-system-for-investigation-and-consenting-covid-19-patients-and-precision-medicine\/","title":{"rendered":"Intelligent health system for investigation and consenting COVID-19 patients and precision medicine"},"content":{"rendered":"<p>Advancing frontiers of clinical research, we discuss the need of the intelligent health systems to support deeper investigation of COVID-19. We hypothesize that convergence of the healthcare data and staggering developments in artificial intelligence have potential to elevate recovery process with diagnostic and predictive analysis to identify major causes of mortality, modifiable risk factors and actionable information that supports early detection and prevention of COVID-19. However, current constraints include recruitment of COVID-19 patients for research; translational integration of electronic health records and diversified public datasets; and development of artificial intelligence systems for data-intensive computational modeling to assist clinical decision making. We propose a novel nexus of machine learning algorithms to examine COVID-19 data granularity from population studies to subgroups stratification and ensure best modeling strategies within the data continuum.<\/p>\n<p><strong>Publication:<\/strong><\/p>\n<ul>\n<li><strong>Ahmed, Z.<\/strong> (2021). <strong><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/34619976\/\" target=\"_blank\" rel=\"noopener\">Intelligent health system for investigation and consenting COVID-19 patients and precision medicine<\/a>.<\/strong> Personalized Medicine. [Online ahead of print]. <a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/34619976\/\" target=\"_blank\" rel=\"noopener\">PMID: 34619976<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Advancing frontiers of clinical research, we discuss the need of the intelligent health systems to support deeper investigation of COVID-19. We hypothesize that convergence of the healthcare data and staggering &hellip; <a href=\"https:\/\/sites.rutgers.edu\/precision-medicine\/intelligent-health-system-for-investigation-and-consenting-covid-19-patients-and-precision-medicine\/\" class=\"\">Read More<\/a><\/p>\n","protected":false},"author":1800,"featured_media":752,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[6,15,17],"tags":[],"class_list":["post-751","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-precision-medicine","category-publication"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Intelligent health system for investigation and consenting COVID-19 patients and precision medicine - Precision Medicine<\/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:\/\/sites.rutgers.edu\/precision-medicine\/intelligent-health-system-for-investigation-and-consenting-covid-19-patients-and-precision-medicine\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Intelligent health system for investigation and consenting COVID-19 patients and precision medicine - Precision Medicine\" \/>\n<meta property=\"og:description\" content=\"Advancing frontiers of clinical research, we discuss the need of the intelligent health systems to support deeper investigation of COVID-19. We hypothesize that convergence of the healthcare data and staggering &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sites.rutgers.edu\/precision-medicine\/intelligent-health-system-for-investigation-and-consenting-covid-19-patients-and-precision-medicine\/\" \/>\n<meta property=\"og:site_name\" content=\"Precision Medicine\" \/>\n<meta property=\"article:published_time\" content=\"2021-10-08T10:00:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2021-10-08T14:37:22+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sites.rutgers.edu\/precision-medicine\/wp-content\/uploads\/sites\/701\/2021\/09\/covid19_pmi_za_09202021.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1706\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Zeeshan Ahmed\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Zeeshan Ahmed\" \/>\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:\/\/sites.rutgers.edu\/precision-medicine\/intelligent-health-system-for-investigation-and-consenting-covid-19-patients-and-precision-medicine\/\",\"url\":\"https:\/\/sites.rutgers.edu\/precision-medicine\/intelligent-health-system-for-investigation-and-consenting-covid-19-patients-and-precision-medicine\/\",\"name\":\"Intelligent health system for investigation and consenting COVID-19 patients and precision medicine - 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