The Brazil striker missed the game with a thigh injury.
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Rosenior said before kickoff: "Joao felt his thigh a few days ago.
"He was touch and go for this one, so hopefully we'll have him back for Brighton on Tuesday."
The result leaves Chelsea in sixth place on the Premier League table, with five games to play.
