The England international defender has an ankle injury which has forced him out of the Champions League tie against Celtic on Wednesday evening.
Fergie has told the club's official website that Brown is likely to be sidelined with the injury for "a couple of weeks".
Gary Neville is also missing from the United squad for the match at Parkhead so Rafael da Silva could deputise at right back for the Group E tie.