Dejagah scored the winner against Newcastle on Saturday but has a muscle problem, as does centre-back Burn, who came on as a late substitute in the 1-0 victory over the Magpies.
Scott Parker also remains sidelined but could return for the home game against Everton a week on Sunday.
Fulham are bottom of the Premier League but their recent win has boosted hopes that they can escape relegation.