Callum Hudson-Odoi tested positive for coronavirus, Chelsea released in a statement.
Chelsea personnel and players who had contact with Hudson-Odoi are expected to self-isolate.
Arsenal manager Mikel Arteta recently tested positive for coronavirus.
Premier League clubs will meet on Friday to discuss how to continue the season.