{"id":123558,"date":"2021-10-12T10:45:45","date_gmt":"2021-10-12T14:45:45","guid":{"rendered":"https:\/\/www.ucf.edu\/news\/?p=123558"},"modified":"2022-02-21T11:08:04","modified_gmt":"2022-02-21T16:08:04","slug":"new-ucf-project-will-explore-using-ai-to-improve-telehealth","status":"publish","type":"post","link":"https:\/\/www.ucf.edu\/news\/new-ucf-project-will-explore-using-ai-to-improve-telehealth\/","title":{"rendered":"New UCF Project Will Explore Using AI to Improve Telehealth"},"content":{"rendered":"<p>Telehealth offers the convenience of remote consultations with healthcare professionals, which aids patients who live far from their physician\u2019s office or who may have trouble traveling. It\u2019s also become even more essential during the COVID-19 pandemic as a replacement for in-office visits to reduce crowded waiting rooms and allow more options for patients.<\/p>\n<p>However, not seeing a doctor face-to-face brings its own challenges, such as an increased likelihood of missing a symptom of an illness which can lead to a misdiagnosis, or finding ways to perform tests, such as a blood pressure check, remotely.<\/p>\n<p>That\u2019s why University of Central Florida researchers are working on a new U.S. National Science Foundation-funded project to improve patient outcomes in telehealth medicine by using <a href=\"https:\/\/www.ucf.edu\/modeling-simulation\/\">artificial intelligence<\/a> to improve healthcare training and diagnostic reasoning, so signs and symptoms are not missed during remote doctor visits.<\/p>\n<p>Artificial intelligence could help, for example, doctors remember to check for signs that might be hard to see in a telehealth setting, such as a way a person walks or holds themselves.<\/p>\n<p>For the study, the researchers will look at how to best implement AI and new technologies into telehealth by observing doctor and patient communication in telehealth settings. This includes tracking physicians\u2019 and patients\u2019 biophysical responses such as eye movement, heart rate, and verbal and nonverbal communication, as well as recording the accuracy of physician diagnoses and any disruptions in the diagnostic reasoning process.<\/p>\n<p>The researchers will also work with physicians, psychologists, engineers, and industry leaders in artificial intelligence to make recommendations on what is possible in telehealth and what could be on the horizon, such as ways to remotely perform tests, such as blood pressure checks and more using AI-based immersive virtual environments.<\/p>\n<p>The ultimate goal is to use evidence collected from the project to provide recommendations for improving diagnostic reasoning in telehealth and offer ways immersive virtual technologies could improve the process.<\/p>\n<figure id=\"attachment_123564\" style=\"max-width: 200px;\" class=\"figure float-right\"><noscript><img decoding=\"async\" width=\"200\" height=\"300\" class=\"figure-img img-fluid w-100 wp-image-123564 size-medium\" src=\"https:\/\/www.ucf.edu\/news\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-200x300.jpg\" alt=\"Roger Azevedo\" srcset=\"https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-200x300.jpg 200w, https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-533x800.jpg 533w, https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-341x512.jpg 341w, https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-267x400.jpg 267w, https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-240x360.jpg 240w, https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web.jpg 800w\" sizes=\"(max-width: 200px) 100vw, 200px\"><\/noscript><img decoding=\"async\" width=\"200\" height=\"300\" class=\"figure-img img-fluid w-100 wp-image-123564 size-medium lazyload\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20200%20300%22%3E%3C%2Fsvg%3E\" alt=\"Roger Azevedo\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20200%20300%22%3E%3C%2Fsvg%3E 200w\" sizes=\"(max-width: 200px) 100vw, 200px\" data-srcset=\"https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-200x300.jpg 200w, https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-533x800.jpg 533w, https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-341x512.jpg 341w, https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-267x400.jpg 267w, https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-240x360.jpg 240w, https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web.jpg 800w\" data-src=\"https:\/\/www.ucf.edu\/news\/wp-content\/blogs.dir\/20\/files\/2021\/10\/roger_azevdeo_for_web-200x300.jpg\"><figcaption class=\"figure-caption\">Roger Azevedo, the project\u2019s principal investigator, is a professor in UCF\u2019s School of Modeling Simulation and Training and co-lead of UCF\u2019s Learning Sciences Cluster.<\/figcaption><\/figure>\n<p>\u201cAs technology advances in healthcare, it can facilitate ease of use, reduced travel time and more,\u201d says Roger Azevedo, the project\u2019s principal investigator and a professor in UCF\u2019s School of Modeling Simulation and Training. \u201cBut there\u2019s also new problems that arise, including the potential for medical errors.\u201d<\/p>\n<p>\u201cWe want to use AI to enhance the patient experience, so they get the care they need, and improve the doctor\u2019s experience by facilitating diagnostic reasoning,\u201d he says.<\/p>\n<p>The project\u2019s co-principal investigators are Varadraj Gurupur, an associate professor in UCF\u2019s School of Global Health Management and Informatics; Mark Neider, a professor in and the associate chair of UCF\u2019s Department of Psychology; Mindy Shoss, an associate professor in UCF\u2019s Department of Psychology; and Dario Torre, a professor of medicine and director of Programs Assessment in UCF\u2019s <a href=\"https:\/\/www.ucf.edu\/college\/medicine\/\">College of Medicine<\/a>.<\/p>\n<p>The project is scheduled to begin in January 2022.<\/p>\n<p>Azevedo received his doctorate in educational psychology from McGill University and his postdoctoral training in cognitive psychology at Carnegie Mellon University. He received his master\u2019s in educational technology and bachelor\u2019s in psychology from Concordia University. Azevedo is the co-lead of UCF\u2019s&nbsp;<a href=\"https:\/\/www.ucf.edu\/research\/learning-sciences\/\">Learning Sciences Cluster<\/a>&nbsp;and the director of the Laboratory for the Study of Metacognition and Advanced Learning Technologies. He joined UCF in 2018.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Not seeing a doctor face-to-face brings challenges, such as a chance that an illness could be missed or misdiagnosed, but UCF researchers are looking at how AI can help prevent this.<\/p>\n","protected":false},"author":199,"featured_media":123562,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"lazy_load_responsive_images_disabled":false,"footnotes":"","_links_to":"","_links_to_target":"","_wp_rev_ctl_limit":""},"categories":[5,23,24],"tags":[979,8279,27482,45080,32625],"tu_author":[],"class_list":["post-123558","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-colleges","category-research","category-science-technology","tag-college-of-medicine","tag-department-of-psychology","tag-learning-sciences","tag-school-of-global-health-management-and-informatics","tag-school-of-modeling-simulation-and-training"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>New UCF Project Will Explore Using AI to Improve Telehealth | University of Central Florida News<\/title>\n<meta name=\"description\" content=\"Not seeing a doctor face-to-face brings challenges, such as a chance that an illness could be missed or misdiagnosed, but UCF researchers are looking at how AI can help prevent this.\" \/>\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.ucf.edu\/news\/new-ucf-project-will-explore-using-ai-to-improve-telehealth\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New UCF Project Will Explore Using AI to Improve Telehealth\" \/>\n<meta property=\"og:description\" content=\"Not seeing a doctor face-to-face brings challenges, such as a chance that an illness could be missed or misdiagnosed, but UCF researchers are looking at how AI can help prevent this.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ucf.edu\/news\/new-ucf-project-will-explore-using-ai-to-improve-telehealth\/\" \/>\n<meta property=\"og:site_name\" content=\"University of Central Florida News | UCF Today\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/UCF\" \/>\n<meta property=\"article:published_time\" content=\"2021-10-12T14:45:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-02-21T16:08:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.ucf.edu\/wp-content\/blogs.dir\/20\/files\/2021\/10\/telehealth_for_web.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Robert Wells\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@UCF\" \/>\n<meta name=\"twitter:site\" content=\"@UCF\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Robert Wells\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.ucf.edu\\\/news\\\/new-ucf-project-will-explore-using-ai-to-improve-telehealth\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.ucf.edu\\\/news\\\/new-ucf-project-will-explore-using-ai-to-improve-telehealth\\\/\"},\"author\":{\"name\":\"Robert Wells\",\"@id\":\"https:\\\/\\\/www.ucf.edu\\\/news\\\/#\\\/schema\\\/person\\\/9512118dceafb8df4e29be3674361895\"},\"headline\":\"New UCF Project Will Explore Using AI to Improve Telehealth\",\"datePublished\":\"2021-10-12T14:45:45+00:00\",\"dateModified\":\"2022-02-21T16:08:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.ucf.edu\\\/news\\\/new-ucf-project-will-explore-using-ai-to-improve-telehealth\\\/\"},\"wordCount\":581,\"image\":{\"@id\":\"https:\\\/\\\/www.ucf.edu\\\/news\\\/new-ucf-project-will-explore-using-ai-to-improve-telehealth\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.ucf.edu\\\/wp-content\\\/blogs.dir\\\/20\\\/files\\\/2021\\\/10\\\/telehealth_for_web.jpg\",\"keywords\":[\"College of Medicine\",\"Department of Psychology\",\"Learning Sciences\",\"School of Global Health Management and Informatics\",\"School of Modeling Simulation and Training\"],\"articleSection\":[\"Colleges &amp; 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