Preliminary Outline of the Day 9 AM: Welcome, followed by DBEI Distinguished Faculty talks...Vincent Lo Re III, MD, MSCE (Epidemiology Division): "Risk of Arterial and Venous Thrombotic Events in Patients with COVID-19 Compared to Influenza: A Large-Scale Cohort Study Within the US FDA's Sentinel System"Graciela Gonzalez Hernandez, MS, PhD (Informatics Division): "Text Mining for Digital Epidemiology: Overcoming the Challenges of Dealing with Real World Data."10 AM: Ten flash talks illustrate the work behind our highest-ranked research gallery presentations.