 He and Vice President Harris are set to rejoin the campaign trail next week. Biden is currently isolating in Delaware while he recovers from a reportedly mild case of COVID-19. Eric McDaniel, NPR News. White House Dr. Kevin O'Connor says President Biden still has a dry cough in his horse, but that his COVID symptoms have improved.